Top variables that correlate with Average household spend on Christmas Gifts

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Data source: Demandsage
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Average household spend on Christmas Gifts correlates with...

Variable	Correlation	Years	Has img?
Google searches for 'my cat scratched me'	r=0.91	15yrs	Yes!
US GDP per capita	r=0.89	14yrs	No
Global Rice Consumption	r=0.89	14yrs	No
Percentage of Americans with social media profiles	r=0.88	14yrs	No
Votes for Republican Senators in Nevada	r=0.82	7yrs	Yes!

Average household spend on Christmas Gifts also correlates with...

Variable	Correlation	Years	Sys. Score
The number of producers and directors in New Hampshire	r=0.92	20yrs	354
Ulta Beauty's stock price (ULTA)	r=0.89	15yrs	334
The number of college administrators in Oklahoma	r=0.87	20yrs	316
Google searches for 'reddit'	r=0.88	15yrs	304
Discover Financial Services' stock price (DFS)	r=0.87	15yrs	302
Biomass power generated in Israel	r=0.87	14yrs	302
American Water Works Company's stock price (AWK)	r=0.86	14yrs	299
The number of nurse practitioners in Hawaii	r=0.9	11yrs	292
Air pollution in DeRidder, Louisiana	r=0.95	7yrs	284
Air pollution in Morgan City, Louisiana	r=0.94	7yrs	282
Google searches for 'whatsapp'	r=0.86	13yrs	280
Solar power generated in Haiti	r=0.88	10yrs	280
Votes for Republican Senators in Arkansas	r=0.94	6yrs	280
Paypal's Number of Active Registered User Accounts	r=0.86	13yrs	278
Votes for the Republican Presidential candidate in Wyoming	r=0.92	6yrs	278
The number of genetic counselors in Washington	r=0.9	11yrs	262
Broadcom's stock price (AVGO)	r=0.87	13yrs	250
The number of firefighters in Delaware	r=0.89	13yrs	242
Air pollution in Vicksburg, Mississippi	r=0.87	7yrs	242
Dollar General's stock price (DG)	r=0.85	13yrs	236
The number of first-line supervisors of police and detectives in Iowa	r=0.89	13yrs	232
Charter Communications' stock price (CHTR)	r=0.85	13yrs	225
The number of truck drivers in Nevada	r=0.89	13yrs	222
The number of truck drivers in Ohio	r=0.89	13yrs	212
The number of truck drivers in Illinois	r=0.88	13yrs	201
The number of occupational therapy assistants in Maryland	r=0.88	13yrs	191
Annual US household spending on furniture	r=0.77	23yrs	190
Annual US household spending on household furnishings and equipment	r=0.74	23yrs	185
Annual US household spending on vehicle purchaes	r=0.74	23yrs	185
Popularity of the first name Robin	r=0.72	24yrs	182
The number of compliance officers in Ohio	r=0.88	13yrs	181
Popularity of the first name Zena	r=0.71	24yrs	180
Average number of comments on Steve Mould's YouTube videos	r=0.85	14yrs	178
The average number of likes on Mark Rober YouTube videos	r=0.85	12yrs	176
Total likes of The Game Theorists YouTube videos	r=0.83	14yrs	176
Solar power generated in Slovenia	r=0.84	14yrs	172
Powerball lottery numbers	r=0.8	13yrs	167
Automotive recalls issued by Ford Motor Company	r=0.71	24yrs	166
Popularity of the first name Ashtyn	r=-0.81	24yrs	164
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.73	21yrs	162
Annual US household spending on used cars	r=0.71	23yrs	160
Annual US household spending on new cars	r=0.7	23yrs	159
Google's Annual Global Revenue	r=0.71	21yrs	158
Annual US household spending on major appliances	r=0.69	23yrs	158
The number of nurse practitioners in Minnesota	r=0.9	11yrs	152
How clickbait-y CGP Grey YouTube video titles are	r=0.83	12yrs	144
Solar power generated in Indonesia	r=0.83	14yrs	141
The number of compliance officers in California	r=0.87	13yrs	140
Google searches for 'roblox'	r=0.82	15yrs	140
Franco-Nevada's stock price (FNV)	r=0.85	15yrs	134
How 'hip and with it' The Game Theorists YouTube video titles are	r=0.81	14yrs	132
The number of compliance officers in Florida	r=0.87	13yrs	130
Google searches for 'elon musk'	r=0.83	13yrs	130
Popularity of the first name Elaine	r=0.71	24yrs	130
Renewable energy production in Antigua and Barbuda	r=0.83	12yrs	129
TE Connectivity's stock price (TEL)	r=0.84	15yrs	122
How insightful The Game Theorists YouTube video titles are	r=0.81	14yrs	122
The number of compliance officers in Michigan	r=0.87	13yrs	120
Google searches for 'avocado toast'	r=0.81	15yrs	119
Solar power generated in Antigua and Barbuda	r=0.83	12yrs	119
Popularity of the first name Luisa	r=0.7	24yrs	118
Capital One Financial's stock price (COF)	r=0.8	21yrs	112
The number of compliance officers in Nevada	r=0.87	13yrs	110
The average number of likes on The Game Theorists YouTube videos	r=0.79	14yrs	110
Google searches for 'restaurant near me'	r=0.83	12yrs	109
Solar power generated in Malta	r=0.82	13yrs	108
Popularity of the first name Xena	r=0.69	24yrs	107
Broadridge Financial Solutions' stock price (BR)	r=0.84	15yrs	102
The number of compliance officers in Texas	r=0.87	13yrs	100
Biomass power generated in Philippines	r=0.82	13yrs	98
Popularity of the first name Teddy	r=0.69	24yrs	97
Google searches for 'no siri'	r=0.77	16yrs	94
The number of nurse practitioners in Florida	r=0.89	11yrs	90
Truist Financial's stock price (TFC)	r=0.78	21yrs	89
How good LEMMiNO YouTube video titles are	r=0.84	11yrs	89
Solar power generated in Suriname	r=0.82	12yrs	88
Google searches for 'how to learn python'	r=0.76	16yrs	82
The number of human resources specialists in Arkansas	r=0.88	11yrs	79
Lennar's stock price (LEN)	r=0.77	21yrs	78
Biomass power generated in Tanzania	r=0.82	13yrs	78
Average length of Computerphile YouTube videos	r=0.84	10yrs	78
The number of nurse practitioners in California	r=0.88	11yrs	69
Wind power generated in Uruguay	r=0.81	14yrs	68
Google searches for 'tetanus'	r=0.71	19yrs	68
D.R. Horton's stock price (DHI)	r=0.76	21yrs	66
Willis Towers Watson's stock price (WTW)	r=0.76	21yrs	56
Solar power generated in Ethiopia	r=0.8	14yrs	56
M&T Bank's stock price (MTB)	r=0.76	21yrs	46
Electricity generation in Kosovo	r=0.8	14yrs	46
United Parcel Service's stock price (UPS)	r=0.75	21yrs	34
Biomass power generated in Panama	r=0.69	23yrs	29
American Express Company's stock price (AXP)	r=0.75	21yrs	24
Electricity generation in Nauru	r=0.68	23yrs	18
Moody's stock price (MCO)	r=0.75	21yrs	14
Liquefied petroleum gas used in Greece	r=0.7	24yrs	8
The PNC Financial Services Group's stock price (PNC)	r=0.75	21yrs	4
The Hershey Company's stock price (HSY)	r=0.75	21yrs	-6

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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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