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

VariableCorrelationYearsHas img?
Popularity of the first name Zacharyr=0.9823yrsNo
Popularity of the first name Scottr=0.9823yrsNo
Popularity of the first name Nicoler=0.9823yrsNo
Popularity of the first name Austinr=0.9823yrsNo
Popularity of the first name Jakobr=0.9723yrsNo
Popularity of the first name Stephanier=0.9723yrsNo
Popularity of the first name Sarahr=0.9723yrsNo
Popularity of the first name Julier=0.9623yrsNo
Popularity of the first name Katarinar=0.9623yrsNo
Ice cream consumptionr=0.9122yrsNo
Air pollution in New Haven, Connecticutr=0.923yrsYes!
The number of librarians in Montanar=0.916yrsNo
The number of brickmasons in Mississippir=0.920yrsNo
Air pollution in Fresno, Californiar=0.923yrsYes!
Carjackings in the USr=0.8922yrsNo
Violent crime ratesr=0.8823yrsNo
Popularity of the first name Jailener=0.8723yrsNo
Motor vehicle thefts in Marylandr=0.8723yrsNo
Google searches for 'why isnt 11 pronounced onety one'r=0.6819yrsNo



US household spending on books also correlates with...

VariableCorrelationYearsSys. Score
Remaining Forest Cover in the Brazilian Amazonr=0.9823yrs422
Viewership count for Days of Our Livesr=0.9722yrs418
The marriage rate in Tennesseer=0.9822yrs415
Kerosene used in South Korear=0.9823yrs414
Physical album shipment volume in the United Statesr=0.9523yrs412
The marriage rate in Arkansasr=0.9622yrs412
The marriage rate in Nevadar=0.9622yrs412
Kerosene used in Egyptr=0.9622yrs410
Gasoline pumped in Italyr=0.9523yrs410
Motor vehicle thefts in Massachusettsr=0.9723yrs402
Arson in Texasr=0.9623yrs400
Motor vehicle thefts in New Hampshirer=0.9623yrs400
Popularity of the first name Teresar=0.9923yrs396
Popularity of the first name Jessicar=0.9823yrs394
The number of CEOs in South Carolinar=0.9620yrs392
The number of switchboard operators in Tennesseer=0.9720yrs392
The number of prepress technicians and workers in Colorador=0.9620yrs390
NASA's budget as a percentage of the total US Federal Budgetr=0.9223yrs383
The divorce rate in Tennesseer=0.9522yrs382
US birth rates of triplets or morer=0.9220yrs382
Kerosene used in Philippinesr=0.9622yrs380
Google searches for 'matt parker'r=0.9119yrs373
The marriage rate in South Dakotar=0.9522yrs370
Kerosene used in Taiwanr=0.9622yrs370
Motor vehicle thefts in New Jerseyr=0.9623yrs370
United States music album salesr=0.9116yrs368
The number of typists in Floridar=0.9620yrs360
The distance between Neptune and the Sunr=0.9323yrs360
The distance between Neptune and Earthr=0.9323yrs360
The distance between Neptune and the moonr=0.9323yrs360
Kerosene used in Macaur=0.9522yrs359
US average milk-fat content of frozen dairy productsr=0.9522yrs358
Popularity of the first name Rachelr=0.9823yrs354
The number of typists in Illinoisr=0.9620yrs350
Popularity of the first name Kyler=0.9823yrs344
The number of switchboard operators in Indianar=0.9620yrs340
Popularity of the first name Meganr=0.9823yrs334
The number of typists in Michiganr=0.9620yrs330
The marriage rate in Ohior=0.9522yrs330
Arson in Rhode Islandr=0.9523yrs329
Popularity of the first name Amandar=0.9823yrs324
The marriage rate in South Carolinar=0.9522yrs320
The number of advertising and promotions managers in District of Columbiar=0.9520yrs318
Kerosene used globallyr=0.9422yrs318
Arson in New Jerseyr=0.9423yrs318
Popularity of the first name Courtneyr=0.9823yrs314
The divorce rate in Alabamar=0.9422yrs310
The number of human resources assistants in Illinoisr=0.9520yrs308
Kerosene used in Perur=0.9422yrs308
Motor vehicle thefts in Floridar=0.9423yrs308
The number of recreational therapists in Mainer=0.9618yrs298
The marriage rate in West Virginiar=0.9322yrs298
Gasoline pumped in Portugalr=0.9423yrs298
Popularity of the first name Rebeccar=0.9823yrs294
The number of maintenance workers, machinery in New Jerseyr=0.9520yrs288
The divorce rate in Ohior=0.9222yrs288
Kerosene used in Vietnamr=0.9422yrs288
Arson in Connecticutr=0.9323yrs286
Popularity of the first name Amberr=0.9823yrs284
The number of typists in Ohior=0.9520yrs278
Kerosene used in Japanr=0.9323yrs277
The marriage rate in Idahor=0.9222yrs276
Motor vehicle thefts in New Yorkr=0.9323yrs276
Popularity of the first name Haleyr=0.9823yrs274
The number of data entry keyers in Virginiar=0.9520yrs268
Gasoline pumped in United Kingdomr=0.9323yrs267
The marriage rate in Virginiar=0.9222yrs266
Motor vehicle thefts in Rhode Islandr=0.9323yrs266
Popularity of the first name Shelbyr=0.9823yrs264
The marriage rate in Wyomingr=0.9222yrs256
Jet fuel used in Barbadosr=0.9322yrs256
Popularity of the first name Patrickr=0.9823yrs254
Arson in Louisianar=0.9223yrs254
The divorce rate in North Carolinar=0.9122yrs246
Kerosene used in Nepalr=0.9322yrs246
Popularity of the first name Kelseyr=0.9823yrs244
Burglaries in Hawaiir=0.9123yrs243
Kerosene used in Pakistanr=0.9322yrs236
Popularity of the first name Maryr=0.9823yrs234
The marriage rate in Alabamar=0.9122yrs234
Robberies in New Yorkr=0.9123yrs233
Gasoline pumped in Sloveniar=0.9223yrs226
Popularity of the first name Markr=0.9823yrs224
The marriage rate in Arizonar=0.9122yrs224
Arson in Missourir=0.923yrs222
Kerosene used in Tunisiar=0.9322yrs216
Popularity of the first name Erinr=0.9823yrs214
The marriage rate in Kansasr=0.9122yrs214
Arson in Wisconsinr=0.923yrs212
Popularity of the first name Stephenr=0.9823yrs204
The marriage rate in New Hampshirer=0.9122yrs204
Kerosene used in Belgiumr=0.9123yrs204
Motor vehicle thefts in Michiganr=0.923yrs202
The marriage rate in Texasr=0.9122yrs194
Gasoline pumped in Luxembourgr=0.9123yrs194
Kerosene used in Norwayr=0.9123yrs184


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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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