Top variables that correlate with Annual US household spending on books

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

Variable	Correlation	Years	Has img?
Popularity of the first name Katlin	r=0.93	16yrs	No
The marriage rate in Utah	r=0.9	22yrs	No
Motor vehicle thefts in New York	r=0.9	23yrs	No
The marriage rate in Tennessee	r=0.9	22yrs	No
Popularity of the first name Wayne	r=0.88	23yrs	No
Air pollution in Rocky Mount, North Carolina	r=0.86	14yrs	Yes!
The divorce rate in Alabama	r=0.83	22yrs	No
Carjackings in the US	r=0.81	22yrs	No

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

Variable	Correlation	Years	Sys. Score
Kerosene used in Taiwan	r=0.9	22yrs	372
Popularity of the first name Meranda	r=0.94	14yrs	350
Kerosene used in Egypt	r=0.88	22yrs	338
Gasoline pumped in France	r=0.87	23yrs	338
The marriage rate in Arizona	r=0.85	22yrs	336
Motor vehicle thefts in Virginia	r=0.87	23yrs	327
Motor vehicle thefts in New Hampshire	r=0.87	23yrs	327
Popularity of the first name Cherokee	r=0.9	23yrs	322
Per capita consumption of margarine	r=0.93	10yrs	312
Kerosene used in Syria	r=0.88	22yrs	308
The marriage rate in Ohio	r=0.85	22yrs	306
Air pollution in Los Angeles	r=0.86	23yrs	304
Air pollution in Augusta, Georgia	r=0.87	22yrs	302
Air pollution in Columbia, South Carolina	r=0.87	23yrs	302
Kerosene used in Vietnam	r=0.88	22yrs	298
Motor vehicle thefts in New Jersey	r=0.86	23yrs	296
Popularity of the first name Martha	r=0.89	23yrs	291
Motor vehicle thefts in Pennsylvania	r=0.86	23yrs	286
Kerosene used in Nepal	r=0.86	22yrs	286
Popularity of the first name Lee	r=0.89	23yrs	281
Votes for the Republican Presidential candidate in Vermont	r=0.92	6yrs	278
Motor vehicle thefts in Illinois	r=0.86	23yrs	276
Kerosene used in Peru	r=0.86	22yrs	276
Air pollution in Brunswick, Georgia	r=0.87	23yrs	272
Popularity of the first name Amanda	r=0.88	23yrs	270
Motor vehicle thefts in Louisiana	r=0.86	23yrs	266
Kerosene used in Philippines	r=0.86	22yrs	266
Air pollution in Greenville, South Carolina	r=0.86	23yrs	261
Popularity of the first name Thomas	r=0.88	23yrs	260
Kerosene used in South Korea	r=0.86	23yrs	256
Air pollution in Raleigh, North Carolina	r=0.86	23yrs	251
Popularity of the first name Casey	r=0.88	23yrs	250
Jet fuel used in Barbados	r=0.85	22yrs	244
Popularity of the first name Heather	r=0.88	23yrs	240
Air pollution in Seneca, South Carolina	r=0.88	17yrs	238
Kerosene used in Seychelles	r=0.85	22yrs	234
Remaining Forest Cover in the Brazilian Amazon	r=0.81	23yrs	232
Popularity of the first name Spencer	r=0.88	23yrs	230
Disney movies released	r=0.79	23yrs	230
Viewership count for Days of Our Lives	r=0.82	22yrs	230
Physical album shipment volume in the United States	r=0.83	23yrs	228
US milk fat used to produce fluid beverage milk	r=0.83	22yrs	228
Ticket sales for Baltimore Orioles games	r=0.84	20yrs	228
Air pollution in Walterboro, South Carolina	r=0.86	17yrs	225
Total annual sales of Ford Motors in the United States	r=0.81	22yrs	222
Popularity of the first name Cierra	r=0.88	23yrs	220
Popularity of the first name Jalen	r=0.88	23yrs	210
Automotive recalls for issues with Vehicle Speed Control	r=0.75	23yrs	206
Popularity of the first name Anne	r=0.88	23yrs	200
US average milk-fat content of frozen dairy products	r=0.8	22yrs	200
GMO use in corn grown in South Dakota	r=0.84	23yrs	196
GMO use in cotton in North Carolina	r=0.84	23yrs	193
Popularity of the first name Teresa	r=0.88	23yrs	190
The marriage rate in Nevada	r=0.85	22yrs	190
Violent crime rates	r=0.82	23yrs	184
Popularity of the first name Ross	r=0.88	23yrs	180
The marriage rate in South Dakota	r=0.84	22yrs	179
Popularity of the first name Kelli	r=0.88	23yrs	170
Motor vehicle thefts	r=0.84	23yrs	158
The marriage rate in Arkansas	r=0.83	22yrs	158
Popularity of the first name Chantel	r=0.88	23yrs	150
The marriage rate in South Carolina	r=0.82	22yrs	146
Popularity of the first name Meaghan	r=0.9	21yrs	140
The marriage rate in Texas	r=0.82	22yrs	136
Popularity of the first name Katarina	r=0.88	23yrs	130
The marriage rate in Virginia	r=0.82	22yrs	126
Kerosene used in Jordan	r=0.85	22yrs	119
Motor vehicle thefts in Massachusetts	r=0.85	23yrs	119
The marriage rate in Wyoming	r=0.82	22yrs	116
Air pollution in Wilmington, North Carolina	r=0.84	23yrs	113
Kerosene used in Angola	r=0.84	22yrs	108
Motor vehicle thefts in Texas	r=0.84	23yrs	108
The divorce rate in Tennessee	r=0.81	22yrs	106
Kerosene used in Portugal	r=0.84	23yrs	98
Motor vehicle thefts in Texas	r=0.84	23yrs	98
The marriage rate in Idaho	r=0.81	22yrs	94
Kerosene used in Tunisia	r=0.84	22yrs	88
Motor vehicle thefts in Texas	r=0.84	23yrs	88
The marriage rate in New Hampshire	r=0.81	22yrs	84
Gasoline pumped in Germany	r=0.83	23yrs	77
Arson in Washington	r=0.83	23yrs	76
The marriage rate in West Virginia	r=0.81	22yrs	74
Kerosene used in Brazil	r=0.83	22yrs	66
Motor vehicle thefts in Ohio	r=0.83	23yrs	66
The marriage rate in Wisconsin	r=0.81	22yrs	64
Kerosene used in Cabo Verde	r=0.83	22yrs	56
Motor vehicle thefts in Tennessee	r=0.83	23yrs	56
The marriage rate in Missouri	r=0.8	22yrs	53
Liquefied petroleum gas used in Mexico	r=0.82	23yrs	46
Motor vehicle thefts in Florida	r=0.83	23yrs	46
Kerosene used in Romania	r=0.83	22yrs	36
Arson in Oregon	r=0.82	23yrs	34
Arson in Rhode Island	r=0.82	23yrs	24
The divorce rate in Utah	r=0.79	22yrs	13

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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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