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

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

Variable	Correlation	Years	Has img?
Votes for Republican Senators in Vermont	r=0.84	7yrs	No

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

Variable	Correlation	Years	Sys. Score
Visitors to Disneyland	r=0.91	15yrs	388
The number of school teachers in South Dakota	r=0.98	13yrs	388
The number of first-line retail sales supervisors in Delaware	r=0.93	13yrs	348
Visitors to Disney Worlds Magic Kingdom	r=0.87	15yrs	322
Votes for the Republican Presidential candidate in Colorado	r=0.87	6yrs	240
Votes for the Republican Presidential candidate in Vermont	r=0.85	6yrs	238
The marriage rate in New Hampshire	r=0.78	22yrs	190
Runs scored by the Kansas City Royals	r=0.75	23yrs	188
Total annual cinema attendance in the UK	r=0.76	22yrs	187
The marriage rate in Ohio	r=0.74	22yrs	184
The number of dishwashers in Michigan	r=0.81	20yrs	172
Justin Verlander's season strikeout count	r=0.79	18yrs	168
Popularity of the first name Asha	r=0.74	23yrs	164
Popularity of the first name Chynna	r=0.73	23yrs	162
Runs scored by the Chicago White Sox	r=0.71	23yrs	162
Runs scored by the Colorado Rockies	r=0.71	23yrs	162
The marriage rate in North Carolina	r=0.73	22yrs	162
Visitors to SeaWorld California	r=0.7	15yrs	160
Popularity of the first name Bayley	r=0.72	23yrs	160
Kerosene used in Bolivia	r=0.71	22yrs	158
Liquefied petroleum gas used in Italy	r=0.7	23yrs	158
Gasoline pumped in North Macedonia	r=0.71	22yrs	158
Air pollution in Beaumont, Texas	r=0.8	19yrs	153
Air pollution in Mobile, Alabama	r=0.79	19yrs	152
Total length of minutephysics YouTube videos	r=0.64	12yrs	150
Customer satisfaction with Whirlpool	r=0.58	22yrs	146
Arson in Pennsylvania	r=0.69	23yrs	145
The number of librarians in New York	r=0.83	16yrs	142
Frozen yogurt consumption	r=0.68	22yrs	142
Number of Slot Machines in Nevada	r=0.63	23yrs	141
NASA's budget as a percentage of the total US Federal Budget	r=0.64	23yrs	141
Visitors to Universal Orlando's Islands of Adventure	r=0.56	15yrs	140
Average length of LockPickingLawyer YouTube videos	r=0.67	8yrs	140
Viewership count for Days of Our Lives	r=0.64	22yrs	138
Automotive recalls for issues with Service Brakes, Air	r=0.53	23yrs	138
Popularity of the 'i am once again' meme	r=-0.83	17yrs	138
How professional-sounding Technology Connections YouTube video titles are	r=0.85	8yrs	138
Remaining Forest Cover in the Brazilian Amazon	r=0.61	23yrs	136
Snowfall in Charlotte	r=0.69	20yrs	136
The divorce rate in Pennsylvania	r=0.72	22yrs	132
The number of university communications teachers in Oklahoma	r=0.79	20yrs	130
Runs scored by the Oakland Athletics	r=0.68	23yrs	128
Kerosene used in Switzerland	r=0.69	23yrs	126
The marriage rate in Michigan	r=0.71	22yrs	120
The number of broadcast technicians in Maryland	r=0.78	20yrs	118
Runs scored by the San Francisco Giants	r=0.68	23yrs	118
Kerosene used in Australia	r=0.68	23yrs	114
Popularity of the first name Brittany	r=0.72	23yrs	110
The number of hairdressers, hairstylists, and cosmetologists in New York	r=0.78	20yrs	108
The marriage rate in Missouri	r=0.7	22yrs	108
Kerosene used in Portugal	r=0.68	23yrs	104
Runs scored by the Cleveland Guardians	r=0.65	23yrs	103
Popularity of the first name Kevon	r=0.72	23yrs	100
The marriage rate in Kentucky	r=0.69	22yrs	96
Runs scored by the Pittsburgh Pirates	r=0.64	23yrs	92
Hydopower energy generated in Turkmenistan	r=0.65	22yrs	92
Popularity of the first name Clayton	r=0.71	23yrs	89
The marriage rate in Wisconsin	r=0.68	22yrs	85
The number of phlebotomists in Nevada	r=0.85	11yrs	81
Kerosene used in Uruguay	r=0.66	22yrs	80
Popularity of the first name Victoria	r=0.7	23yrs	78
The divorce rate in Maryland	r=0.67	22yrs	75
The number of school teachers in Iowa	r=0.83	13yrs	70
Kerosene used in Argentina	r=0.65	22yrs	69
Popularity of the first name Devante	r=0.7	23yrs	68
Runs scored by the Houston Astros	r=0.64	23yrs	66
The divorce rate in South Carolina	r=0.67	22yrs	65
The number of school teachers in Texas	r=0.83	13yrs	60
Popularity of the first name Lauryn	r=0.7	23yrs	58
The divorce rate in Tennessee	r=0.67	22yrs	55
Liquefied petroleum gas used in Central African Republic	r=0.74	14yrs	50
The number of first-line retail sales supervisors in New Jersey	r=0.83	13yrs	48
Popularity of the first name Dawn	r=0.7	23yrs	48
The marriage rate in Kansas	r=0.67	22yrs	44
Popularity of the first name China	r=0.7	23yrs	38
The marriage rate in Rhode Island	r=0.67	22yrs	34
The number of receptionists in Michigan	r=0.74	20yrs	34
Popularity of the first name Cherokee	r=0.7	23yrs	28
The number of food and tobacco roasting, baking, and drying machine operators and tenders in Oregon	r=-0.83	20yrs	24
The marriage rate in Illinois	r=0.66	22yrs	22
Popularity of the first name Syed	r=0.7	23yrs	18
The marriage rate in Maine	r=0.66	22yrs	12
The number of dining room and cafeteria attendants in Pennsylvania	r=0.74	20yrs	12
Popularity of the first name Montel	r=0.7	23yrs	8
The marriage rate in Minnesota	r=0.66	22yrs	2
The number of librarians in Rhode Island	r=0.76	16yrs	1
Popularity of the first name Brittney	r=0.69	23yrs	-4
The marriage rate in Tennessee	r=0.66	22yrs	-8
The number of automotive service technicians and mechanics in Massachusetts	r=0.73	20yrs	-10
Popularity of the first name Tevin	r=0.69	23yrs	-14
The marriage rate in West Virginia	r=0.66	22yrs	-18
The number of pediatricians in Ohio	r=0.73	20yrs	-20
Popularity of the first name Shaina	r=0.69	23yrs	-24
The marriage rate in South Carolina	r=0.65	22yrs	-30
The number of bellhops in Illinois	r=0.71	20yrs	-31
Popularity of the first name Joanne	r=0.69	23yrs	-34
The number of janitors and cleaners in Massachusetts	r=0.72	20yrs	-41
Popularity of the first name Shaquan	r=0.69	23yrs	-44
The number of travel agents in Nevada	r=0.72	20yrs	-51
The divorce rate in Nevada	r=0.65	22yrs	-53
Popularity of the first name Infant	r=0.69	22yrs	-55

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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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