Top variables that correlate with Annual US household spending on shoes

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Data source: Bureau of Labor Statistics
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Annual US household spending on shoes correlates with...

Variable	Correlation	Years	Has img?
Votes for Democratic Senators in California	r=0.95	7yrs	No
The number of bartenders in Florida	r=0.9	20yrs	No
The number of bartenders in District of Columbia	r=0.87	20yrs	No
Total NBA League Revenue	r=0.75	21yrs	No
Season wins for the Minnesota Vikings	r=0.51	23yrs	Yes!

Annual US household spending on shoes also correlates with...

Variable	Correlation	Years	Sys. Score
Jet fuel used in Turkiye	r=0.88	23yrs	340
Global revenue of Samsonite	r=0.89	16yrs	336
Jet fuel used in Poland	r=0.86	23yrs	336
Jet fuel used in Mexico	r=0.85	23yrs	335
The number of financial examiners in Alabama	r=0.9	17yrs	318
Jet fuel used in Portugal	r=0.85	23yrs	305
The number of restaurant cooks in Washington	r=0.88	20yrs	288
The number of janitors and cleaners in Washington	r=0.88	20yrs	278
Votes for Libertarian Senators in Illinois	r=0.92	7yrs	278
Votes for Democratic Senators in Utah	r=0.92	7yrs	278
The number of restaurant cooks in Wisconsin	r=0.88	20yrs	268
The number of hosts and hostesses in restaurants in Colorado	r=0.87	20yrs	256
The number of restaurant cooks in Illinois	r=0.87	20yrs	246
Votes for Democratic Senators in California	r=0.9	7yrs	244
The number of physicists in Indiana	r=0.86	20yrs	236
Number of websites on the internet	r=0.85	19yrs	232
Total Revenue of the NFL Teams	r=0.84	20yrs	227
The number of restaurant cooks in Pennsylvania	r=0.87	20yrs	226
Texas Rangers' American League West Division finish position	r=0.8	23yrs	224
Christmas Price Index in the United States	r=0.79	23yrs	222
The number of bartenders in Virginia	r=0.86	20yrs	216
Altria Group's stock price (MO)	r=0.77	21yrs	208
3M Company's stock price (MMM)	r=0.77	21yrs	208
Kroger's stock price (KR)	r=0.76	21yrs	208
The number of occupational therapists in Wyoming	r=0.87	20yrs	206
Automotive recalls for issues with the Air Bags	r=0.75	23yrs	206
Total number of automotive recalls	r=0.74	23yrs	206
Popularity of the first name Roland	r=0.8	23yrs	202
Popularity of the first name Calvin	r=0.79	23yrs	201
Popularity of the first name Regina	r=0.79	23yrs	201
The number of restaurant cooks in Colorado	r=0.86	20yrs	195
Total revenue generated by the National Hockey League	r=0.83	17yrs	192
Asthma attacks in American children	r=-0.86	20yrs	192
US Shoe Store Sales	r=0.78	22yrs	190
Total budget of Marvel comic-based films released	r=0.75	23yrs	190
Restaurant spending in Hawaii	r=0.84	21yrs	190
Restaurant spending in Nevada	r=0.84	21yrs	190
Restaurant spending in Utah	r=0.84	21yrs	190
Asthma attacks in American children	r=-0.84	20yrs	190
Jet fuel used globally	r=0.85	22yrs	189
Visitors to Universal Orlando's Islands of Adventure	r=0.78	15yrs	188
Google searches for 'flights to Antarctica'	r=0.73	19yrs	186
The number of restaurant cooks in Connecticut	r=0.86	20yrs	185
Total Sales at Clothing and Accessories Stores	r=0.72	23yrs	185
Number of times 11 was a winning Mega Millions number	r=0.74	20yrs	185
Adidas Group's Global Net Sales	r=0.75	23yrs	184
Automotive recalls issued by Chrysler	r=0.69	23yrs	182
Automotive recalls issued by Volkswagen Group of America	r=0.69	23yrs	182
Points allowed by the Los Angeles Rams	r=0.72	23yrs	182
Jet fuel used in Guyana	r=0.85	22yrs	179
Dollar Tree's stock price (DLTR)	r=0.75	21yrs	178
The number of restaurant cooks in Hawaii	r=0.86	20yrs	175
Popularity of the first name Winston	r=0.79	23yrs	171
Jet fuel used in Sri Lanka	r=0.85	22yrs	169
The number of massage therapists in Pennsylvania	r=0.86	20yrs	165
Public Storage's stock price (PSA)	r=0.75	21yrs	164
Popularity of the first name Kali	r=0.78	23yrs	160
Jet fuel used in Iceland	r=0.84	23yrs	158
Restaurant spending in Idaho	r=0.82	21yrs	156
The number of restaurant cooks in Virginia	r=0.86	20yrs	155
Biogen's stock price (BIIB)	r=0.75	21yrs	154
Popularity of the first name Myra	r=0.78	23yrs	150
Jet fuel used in Niger	r=0.84	22yrs	148
Restaurant spending in Vermont	r=0.82	21yrs	146
The number of food service managers in California	r=0.85	20yrs	144
Jet fuel used in Paraguay	r=0.84	22yrs	138
Restaurant spending in Arizona	r=0.81	21yrs	135
The number of restaurant cooks in Michigan	r=0.85	20yrs	134
Jet fuel used in Rwanda	r=0.84	22yrs	128
CVS stock price (CVS)	r=0.74	21yrs	126
Restaurant spending in Maine	r=0.81	21yrs	125
The number of restaurant cooks in Nevada	r=0.85	20yrs	124
Jet fuel used in Taiwan	r=0.84	22yrs	118
Restaurant spending in Minnesota	r=0.81	21yrs	115
Regeneron Pharmaceuticals' stock price (REGN)	r=0.75	21yrs	114
Jet fuel used in United Arab Emirates	r=0.84	22yrs	108
Restaurant spending in New Mexico	r=0.81	21yrs	105
Simon Property Group's stock price (SPG)	r=0.75	21yrs	104
Jet fuel used in Chile	r=0.83	23yrs	97
Restaurant spending in South Dakota	r=0.81	21yrs	95
Gilead Sciences' stock price (GILD)	r=0.74	21yrs	93
Liquefied petroleum gas used in Dominica	r=0.83	22yrs	86
General Dynamics' stock price (GD)	r=0.74	21yrs	83
Jet fuel used in Vietnam	r=0.83	22yrs	76
EOG Resources' stock price (EOG)	r=0.73	21yrs	72
Gasoline pumped in Panama	r=0.82	22yrs	64
Pioneer Natural Resources Company's stock price (PXD)	r=0.73	21yrs	62
Petroluem consumption in Sri Lanka	r=0.82	22yrs	54
Genuine Parts Company's stock price (GPC)	r=0.73	21yrs	52
Petroluem consumption in Colombia	r=0.81	22yrs	43
Wells Fargo & Company's stock price (WFC)	r=0.72	21yrs	40
Jet fuel used in Colombia	r=0.81	22yrs	33
Cognizant Technology Solutions' stock price (CTSH)	r=0.72	21yrs	30
Hormel Foods' stock price (HRL)	r=0.72	21yrs	20
Markel's stock price (MKL)	r=0.73	21yrs	10
Chubb's stock price (CB)	r=0.71	21yrs	-2
Dominion Energy's stock price (D)	r=0.71	21yrs	-12

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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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