Top variables that correlate with Annual US household spending on personal care products and services

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Data source: Bureau of Labor Statistics
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Annual US household spending on personal care products and services correlates with...

Variable	Correlation	Years	Has img?
Votes for the Libertarian Presidential candidate in Arizona	r=0.93	6yrs	Yes!
Votes for the Libertarian Presidential candidate in California	r=0.91	6yrs	Yes!

Annual US household spending on personal care products and services also correlates with...

Variable	Correlation	Years	Sys. Score
Total Revenue of the NFL Teams	r=0.96	20yrs	410
Dollar Tree's stock price (DLTR)	r=0.92	21yrs	398
Public Storage's stock price (PSA)	r=0.93	21yrs	396
Cognizant Technology Solutions' stock price (CTSH)	r=0.93	21yrs	396
The number of bartenders in North Carolina	r=0.96	20yrs	392
The number of manicurists and pedicurists in California	r=0.96	20yrs	390
The number of restaurant cooks in Rhode Island	r=0.95	20yrs	388
Annual Revenue of Walt Disney Company	r=0.94	23yrs	383
Total Sales at Clothing and Accessories Stores	r=0.92	23yrs	380
US Shoe Store Sales	r=0.95	22yrs	380
Christmas Price Index in the United States	r=0.94	23yrs	380
Fossil fuel use in Rwanda	r=0.94	22yrs	380
Ticket prices at North American movie theaters	r=0.92	22yrs	379
Renewable energy production in Colombia	r=0.93	22yrs	379
Jet fuel used in China	r=0.95	22yrs	379
Number of websites on the internet	r=0.92	19yrs	378
Adidas Group's Global Net Sales	r=0.94	23yrs	377
Inflation in the US	r=0.91	23yrs	376
US Wind Power Generation Capacity	r=0.91	23yrs	376
US production of cheese (other than cottage cheese)	r=0.92	22yrs	376
US milk fat used to produce cheese (excluding cottage cheese)	r=0.92	22yrs	376
Economic output of Washington metro area	r=0.92	21yrs	375
U.S. direct investment abroad	r=0.9	22yrs	374
Total NBA League Revenue	r=0.91	21yrs	374
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.92	22yrs	374
Restaurant spending in Hawaii	r=0.97	21yrs	374
Restaurant spending in Alabama	r=0.96	21yrs	372
Restaurant spending in Maryland	r=0.96	21yrs	372
Google searches for 'cold shower'	r=0.9	19yrs	372
Google searches for 'do i need to go to the doctor'	r=0.9	19yrs	372
Global revenue generated by Adidas	r=0.91	17yrs	370
Automotive recalls issued by Volkswagen Group of America	r=0.89	23yrs	367
Chubb's stock price (CB)	r=0.92	21yrs	365
Total number of automotive recalls	r=0.89	23yrs	364
Popularity of the first name Marcelo	r=0.94	23yrs	358
The distance between Neptune and Uranus	r=0.91	23yrs	357
Popularity of the first name Regina	r=0.93	23yrs	357
Popularity of the first name Iris	r=0.93	23yrs	357
Berkshire Hathaway's stock price (BRK.A)	r=0.91	21yrs	354
Petroluem consumption in India	r=0.95	22yrs	349
Berkshire Hathaway's stock price (BRK.B)	r=0.91	21yrs	344
Restaurant spending in Massachusetts	r=0.96	21yrs	342
Fossil fuel use in Algeria	r=0.92	22yrs	338
Average milk produced per cow in the US	r=0.89	23yrs	336
FedEx's stock price (FDX)	r=0.9	21yrs	334
Restaurant spending in Michigan	r=0.96	21yrs	332
The number of dental assistants in Massachusetts	r=0.95	20yrs	328
Electricity generation in Bangladesh	r=0.92	22yrs	328
Popularity of the first name Kai	r=0.93	23yrs	327
General Dynamics' stock price (GD)	r=0.91	21yrs	324
Italian-type cheese consumption	r=0.92	22yrs	324
Restaurant spending in Montana	r=0.96	21yrs	322
The number of sonographers in Oregon	r=0.94	20yrs	318
Fossil fuel use in Bangladesh	r=0.92	22yrs	318
Popularity of the first name Rowan	r=0.93	23yrs	317
Raymond James Financial's stock price (RJF)	r=0.91	21yrs	314
Restaurant spending in New Hampshire	r=0.96	21yrs	312
Milk-fat consumption	r=0.91	22yrs	312
The number of dentists in California	r=0.94	19yrs	308
Electricity generation in Belize	r=0.92	22yrs	308
Popularity of the first name Amira	r=0.93	23yrs	307
Canadian National Railway Company's stock price (CNI)	r=0.9	21yrs	302
Restaurant spending in North Dakota	r=0.96	21yrs	302
Mozzarella cheese consumption	r=0.91	22yrs	302
Electricity generation in Burkina Faso	r=0.92	22yrs	298
Constellation Brands' stock price (STZ)	r=0.9	21yrs	292
Restaurant spending in Arizona	r=0.95	21yrs	291
Average number of milk cows in the United States	r=0.85	23yrs	290
Fossil fuel use in Burkina Faso	r=0.92	22yrs	288
The Travelers Companies' stock price (TRV)	r=0.91	21yrs	282
Restaurant spending in Delaware	r=0.95	21yrs	281
Hydopower energy generated in Colombia	r=0.92	22yrs	278
Natural cheese consumption	r=0.93	22yrs	278
Restaurant spending in Idaho	r=0.95	21yrs	271
Markel's stock price (MKL)	r=0.9	21yrs	270
Renewable energy production in Costa Rica	r=0.92	22yrs	268
US Bottled Water Consumption per Person	r=0.91	23yrs	262
Restaurant spending in Louisiana	r=0.95	21yrs	261
Ulta Beauty's stock price (ULTA)	r=0.91	15yrs	258
Electricity generation in Cuba	r=0.92	22yrs	258
Restaurant spending in Minnesota	r=0.95	21yrs	251
Fossil fuel use in Cuba	r=0.92	22yrs	248
Restaurant spending in Mississippi	r=0.95	21yrs	241
Biomass power generated in El Salvador	r=0.92	22yrs	238
Restaurant spending in Missouri	r=0.95	21yrs	231
Electricity generation in Guatemala	r=0.92	22yrs	228
McDonald's stock price (MCD)	r=0.9	21yrs	226
Restaurant spending in Nebraska	r=0.95	21yrs	221
Fossil fuel use in India	r=0.92	22yrs	218
The Coca-Cola Company's stock price (KO)	r=0.87	21yrs	212
Restaurant spending in New Jersey	r=0.95	21yrs	211
Fossil fuel use in Maldives	r=0.92	22yrs	208
PepsiCo's stock price (PEP)	r=0.9	21yrs	202
Restaurant spending in New Mexico	r=0.95	21yrs	201
Fossil fuel use in Oman	r=0.92	22yrs	198
BlackRock's stock price (BLK)	r=0.9	21yrs	192
Restaurant spending in Rhode Island	r=0.95	21yrs	191
Fossil fuel use in Senegal	r=0.92	22yrs	188
Monster Beverage's stock price (MNST)	r=0.9	21yrs	182
Restaurant spending in South Dakota	r=0.95	21yrs	181
Yum! Brands' stock price (YUM)	r=0.9	21yrs	172

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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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