Top variables that correlate with US household spending on housekeeping supplies

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Data source: Bureau of Labor Statistics
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US household spending on housekeeping supplies correlates with...

Variable	Correlation	Years	Has img?
The number of food and tobacco roasting, baking, and drying machine operators and tenders in Indiana	r=-0.71	20yrs	Yes!

US household spending on housekeeping supplies also correlates with...

Variable	Correlation	Years	Sys. Score
Votes for the Democratic Presidential candidate in Oklahoma	r=0.96	6yrs	314
Average number of comments on Casually Explained YouTube videos	r=0.89	8yrs	288
Total length of 3Blue1Brown YouTube videos	r=0.85	8yrs	282
Votes for the Democratic Presidential candidate in Arkansas	r=0.88	6yrs	242
Votes for the Republican Presidential candidate in Alaska	r=0.87	6yrs	240
Votes for the Democratic Presidential candidate in Tennessee	r=0.87	6yrs	210
Geothermal power generated in Austria	r=0.82	17yrs	192
Kerosene used in United Kingdom	r=0.74	23yrs	184
Asthma attacks in American children	r=0.68	20yrs	178
The number of tool and die makers in Minnesota	r=0.82	20yrs	174
The number of microbiologists in West Virginia	r=0.81	20yrs	174
The number of librarians in Michigan	r=0.84	16yrs	173
Popularity of the first name Denisse	r=0.78	23yrs	170
Global Per Capita Rice Consumption	r=0.78	20yrs	168
Total Sales at Clothing and Accessories Stores	r=-0.8	23yrs	167
Christmas Price Index in the United States	r=-0.81	23yrs	165
Popularity of the first name Karley	r=0.75	23yrs	165
Average number of comments on minutephysics YouTube videos	r=0.74	12yrs	165
Popularity of the first name Mireya	r=0.73	23yrs	162
Petroluem consumption in Colombia	r=-0.81	22yrs	162
Violent crime rates	r=0.63	23yrs	161
US milk fat used to produce fluid beverage milk	r=0.71	22yrs	160
Arson in United States	r=0.65	23yrs	159
Asthma attacks in American children	r=0.65	20yrs	158
Asthma attacks in American children	r=0.64	20yrs	156
Banco Santander (Brasil)'s stock price (Brasil)	r=0.71	13yrs	156
US milk fat used to produce cottage cheese	r=0.67	22yrs	154
Orange's stock price (ORAN)	r=0.65	21yrs	154
The divorce rate in Iowa	r=0.66	22yrs	154
McKesson's stock price (MCK)	r=-0.8	21yrs	152
The average age of batters for the Houston Astros	r=0.66	23yrs	152
Asthma prevalence in American children	r=0.6	17yrs	148
Arson in Iowa	r=0.72	22yrs	148
Air pollution in Vallejo, California	r=0.74	22yrs	147
UK Public Library Count	r=0.8	12yrs	145
Global iPod Sales	r=0.78	9yrs	144
Automotive recalls for issues with Vehicle Speed Control	r=0.56	23yrs	143
Asthma attacks in American children	r=0.55	20yrs	143
Asthma attacks in American children	r=0.55	20yrs	143
Google searches for 'report UFO sighting'	r=0.67	19yrs	143
China's Rare Earth Element Export Volume	r=0.78	11yrs	141
The number of insurance underwriters in California	r=0.8	20yrs	141
Intercountry adoptions	r=0.75	14yrs	140
GMO use in cotton	r=0.68	23yrs	139
Annual book sales in the US	r=0.75	11yrs	138
Google searches for 'learn spanish'	r=0.68	19yrs	138
Customer satisfaction with Cox	r=0.56	16yrs	138
The average number of likes on Casually Explained YouTube videos	r=0.76	8yrs	134
Liquefied petroleum gas used in Dominica	r=-0.8	22yrs	132
The number of postal service clerks in California	r=0.8	20yrs	131
Average length of Casually Explained YouTube videos	r=0.75	8yrs	122
Wipro's stock price (WIT)	r=-0.8	21yrs	122
The number of tire repairers and changers in Nevada	r=0.8	20yrs	121
Motor vehicle thefts in West Virginia	r=0.71	23yrs	118
Geothermal power generated in Japan	r=0.68	22yrs	116
The number of electric motor repairers in North Carolina	r=0.8	20yrs	111
Popularity of the first name Roxana	r=0.71	23yrs	109
Citigroup's stock price (C)	r=0.6	21yrs	107
Liquefied petroleum gas used in Switzerland	r=0.69	23yrs	106
Robberies in Wyoming	r=0.7	23yrs	106
The number of broadcast technicians in Mississippi	r=0.79	20yrs	100
Total comments on OverSimplified YouTube videos	r=0.73	7yrs	98
Public Storage's stock price (PSA)	r=-0.75	21yrs	97
Hydopower energy generated in Samoa	r=0.67	22yrs	95
Arson in Indiana	r=0.69	23yrs	95
The number of carpet installers in Missouri	r=0.78	20yrs	90
Total likes of CGP Grey YouTube videos	r=0.63	12yrs	88
AIG's stock price (AIG)	r=0.59	21yrs	86
Kerosene used in Dominica	r=0.69	22yrs	85
Burglaries in Minnesota	r=0.67	23yrs	82
The number of tapers in New Mexico	r=0.81	17yrs	80
Lloyds Banking Group's stock price (LYG)	r=0.59	21yrs	76
Total likes of OverSimplified YouTube videos	r=0.71	7yrs	76
Jet fuel used in American Samoa	r=0.68	22yrs	74
The number of kindergarten teachers in South Carolina	r=0.79	20yrs	70
Arson in Michigan	r=0.66	23yrs	70
HSBC Holdings' stock price (HSBC)	r=0.58	21yrs	64
Jet fuel used in Albania	r=0.67	22yrs	62
The number of postal service mail carriers in Wisconsin	r=0.79	20yrs	60
Arson in Hawaii	r=0.65	23yrs	59
Average length of 3Blue1Brown YouTube videos	r=0.66	8yrs	59
Gasoline pumped in Finland	r=0.66	23yrs	52
BP's stock price (BP)	r=0.54	21yrs	51
Motor vehicle thefts in Georgia	r=0.65	23yrs	49
The number of bill collectors in Arkansas	r=0.77	20yrs	48
Gasoline pumped in Latvia	r=0.66	23yrs	42
Robberies in Texas	r=0.65	23yrs	39
The number of postal service mail carriers in Minnesota	r=0.78	20yrs	38
Kerosene used in Malawi	r=0.67	22yrs	32
The number of foresters in Oregon	r=0.78	20yrs	28
Arson in Nevada	r=0.64	23yrs	28
Gasoline pumped in Norway	r=0.66	23yrs	22
The number of telecommunications line installers and repairers in Wisconsin	r=0.79	19yrs	18
Arson in Oklahoma	r=0.64	23yrs	18
Petroluem consumption in American Samoa	r=0.66	22yrs	10
The number of postal service clerks in District of Columbia	r=0.78	19yrs	7
Petroluem consumption in U.S. Virgin Islands	r=0.66	22yrs	0
The number of drywall and ceiling tile installers in Colorado	r=0.77	20yrs	-4
Petroluem consumption in Ukraine	r=0.66	22yrs	-10
The number of photographers in Louisiana	r=0.77	20yrs	-14
The number of university communications teachers in Nebraska	r=0.77	20yrs	-24

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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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