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Data source: USDA
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Ice cream consumption correlates with...

VariableCorrelationYearsHas img?
Popularity of the first name Joser=0.9732yrsNo
The divorce rate in Alabamar=0.9723yrsNo
Popularity of the first name Robertor=0.9732yrsNo
Popularity of the first name Ernestor=0.9732yrsNo
Popularity of the first name Humbertor=0.9632yrsNo
Physical album shipment volume in the United Statesr=0.9623yrsNo
The number of telemarketers in Californiar=0.9619yrsNo
Popularity of the first name Alissar=0.9632yrsNo
Gasoline pumped in Switzerlandr=0.9632yrsNo
Gasoline pumped in Norwayr=0.9632yrsNo
Popularity of the first name Jennar=0.9632yrsNo
The number of CEOs in Ohior=0.9619yrsNo
The number of CEOs in Colorador=0.9619yrsNo
The marriage rate in Idahor=0.9623yrsNo
Popularity of the first name Jasonr=0.9632yrsNo
Popularity of the first name Rubenr=0.9632yrsNo
Kerosene used globallyr=0.9632yrsNo
The number of switchboard operators in Alabamar=0.9619yrsNo
The number of conveyor operators in Alabamar=0.9619yrsNo
Kerosene used in Japanr=0.9532yrsNo
The marriage rate in Nevadar=0.9523yrsNo
The marriage rate in Wyomingr=0.9523yrsNo
Popularity of the first name Nickolasr=0.9532yrsNo
Popularity of the first name Katelynr=0.9532yrsNo
The marriage rate in Arkansasr=0.9523yrsNo
The marriage rate in Alabamar=0.9523yrsNo
The number of compensation and benefits managers in Louisianar=0.9518yrsNo
Petroluem consumption in Italyr=0.9532yrsNo
The divorce rate in Mississippir=0.9523yrsNo
Popularity of the first name Mariar=0.9432yrsNo
Popularity of the first name Emilyr=0.9432yrsNo
Google searches for 'desktop background'r=0.9415yrsNo
The divorce rate in Kentuckyr=0.9423yrsNo
Arson in Idahor=0.9421yrsNo
Popularity of the first name Marior=0.9332yrsNo
The marriage rate in South Dakotar=0.9323yrsNo
US birth rates of triplets or morer=0.9320yrsNo
Arson in Missourir=0.9332yrsNo
Popularity of the first name Breannar=0.9232yrsNo
Petroluem consumption in Japanr=0.9232yrsNo
Gasoline pumped in Spainr=0.9232yrsNo
The divorce rate in Tennesseer=0.9223yrsNo
Google searches for 'learn spanish'r=0.9218yrsNo
The divorce rate in Floridar=0.9223yrsNo
Gasoline pumped in Finlandr=0.9232yrsNo
xkcd comics published about romancer=0.9215yrsNo
China's Rare Earth Element Export Volumer=0.9211yrsNo
Gasoline pumped in Italyr=0.9232yrsNo
Arson in Marylandr=0.9232yrsNo
Air pollution in New York Cityr=0.9232yrsNo
The marriage rate in Virginiar=0.9223yrsNo
Kerosene used in Norwayr=0.9232yrsNo
The marriage rate in Tennesseer=0.9123yrsNo
US household spending on booksr=0.9122yrsNo
Arson in Iowar=0.9121yrsNo
Arson in Washingtonr=0.9132yrsNo
US household spending on prescription drugsr=0.9122yrsNo
Popularity of the first name Jillianr=0.9132yrsNo
Popularity of the first name Andrewr=0.9132yrsNo
Robberies in Arizonar=0.9132yrsNo
Motor vehicle thefts in Michiganr=0.9132yrsNo
Cigarette Smoking Rate for US adultsr=0.9121yrsNo
The divorce rate in Oregonr=0.923yrsNo
Popularity of the first name Elisabethr=0.932yrsNo
Motor vehicle thefts in North Carolinar=0.932yrsNo
Popularity of the first name Morganr=0.932yrsNo
The number of librarians in Montanar=0.916yrsNo
The number of prepress technicians and workers in Floridar=0.919yrsNo
Robberies in South Carolinar=0.932yrsNo
Air pollution in Washington, D.C.r=0.932yrsNo
The divorce rate in Virginiar=0.8923yrsNo
Air pollution in Bostonr=0.8832yrsNo
Motor vehicle thefts in Georgiar=0.8832yrsNo
Popularity of the first name Hannahr=0.8732yrsNo
xkcd comics published about childhoodr=0.8615yrsNo
Air pollution in State College, Pennsylvaniar=0.8632yrsNo
Popularity of the first name Alexandrer=0.8532yrsNo
Air pollution in New York Cityr=0.8532yrsNo
The divorce rate in Utahr=0.8323yrsNo
The divorce rate in Iowar=0.8123yrsNo
Arson in Californiar=0.832yrsNo
Arson in Alaskar=0.7832yrsNo
Air pollution in Ann Arborr=0.7632yrsNo
Air pollution in Ithacar=0.7532yrsNo
Air pollution in Columbusr=0.7432yrsNo
Air pollution in Chicagor=0.7432yrsNo
Violent crime ratesr=0.7232yrsNo
Google searches for 'attacked by a squirrel'r=0.7118yrsNo
Air pollution in Akron, Ohior=0.732yrsNo
Air pollution in Kansas City, Missourir=0.6932yrsNo
Air pollution in Austinr=0.6832yrsNo
Arson in Mississippir=0.6732yrsNo
The wind speed in Honolulur=0.4532yrsNo
Points allowed by the Tampa Bay Buccaneersr=-0.7232yrsNo



Ice cream consumption also correlates with...

VariableCorrelationYearsSys. Score
U.S. intercountry adoptionsr=0.9123yrs376
Popularity of the 'all your base' memer=0.9116yrs376
Popularity of the first name Jeniferr=0.9732yrs372
Google searches for 'oprah winfrey'r=0.9118yrs372
United States music album salesr=0.9215yrs369
GMO use in cottonr=0.9522yrs364
Popularity of the first name Jasmyner=0.9732yrs362
The number of typists in Nebraskar=0.9718yrs360
AIG's stock price (AIG)r=0.8720yrs356
Lloyds Banking Group's stock price (LYG)r=0.8620yrs355
Nuclear power generation in Germanyr=0.9531yrs351
Popularity of the first name Alyssar=0.9632yrs350
The number of meter readers, utilities in Alabamar=0.9619yrs339
Electricity generation in U.S. Virgin Islandsr=0.9332yrs339
The number of typists in Alabamar=0.9619yrs329
Fossil fuel use in U.S. Virgin Islandsr=0.9332yrs329
Robberies in North Carolinar=0.9132yrs322
Popularity of the first name Franciscor=0.9632yrs320
The number of postal service machine operators in Californiar=0.9619yrs309
Kerosene used in Indonesiar=0.9432yrs308
The divorce rate in North Carolinar=0.9423yrs302
Popularity of the first name Pedror=0.9632yrs300
The number of prepress technicians and workers in Californiar=0.9619yrs299
Gasoline pumped in Denmarkr=0.9332yrs296
The divorce rate in Wyomingr=0.9423yrs292
Popularity of the first name Raulr=0.9632yrs290
The number of postal service machine operators in Connecticutr=0.9619yrs289
Kerosene used in Macaur=0.9332yrs286
Popularity of the first name Armandor=0.9632yrs280
The number of postal service machine operators in Illinoisr=0.9619yrs279
Gasoline pumped in Swedenr=0.9332yrs276
The number of couriers and messengers in Indianar=0.9619yrs269
Kerosene used in Tunisiar=0.9332yrs266
Popularity of the first name Arturor=0.9632yrs260
The number of postal service machine operators in Indianar=0.9619yrs259
Gasoline pumped in United Kingdomr=0.9332yrs256
Popularity of the first name Preciousr=0.9632yrs250
The number of switchboard operators in Iowar=0.9619yrs249
Kerosene used in Central African Republicr=0.9232yrs244
Popularity of the first name Charityr=0.9632yrs240
The number of postal service machine operators in Iowar=0.9619yrs239
Popularity of the first name Gilbertor=0.9632yrs230
The number of postal service machine operators in Kansasr=0.9619yrs229
The number of prepress technicians and workers in Massachusettsr=0.9619yrs219
Popularity of the first name Nathanialr=0.9632yrs210
The number of postal service machine operators in Minnesotar=0.9619yrs209
Kerosene used in Montserratr=0.9232yrs204
The number of postal service machine operators in North Dakotar=0.9619yrs199


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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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