It’s perhaps no surprise that Beyoncé and Taylor Swift dominated social channels in 2014, but the way they were discussed was unusually similar, according to a dataset gathered from millions of posts on Facebook. What word best describes Beyoncé? (Flawless?) Is Taylor Swift really cool?
So TIME asked Facebook to take a look at the most popular words used in posts discussing the various Person of the Year candidates, discarding common words like “the” and “when” that have no meaning out of context. Of the top 10 words that show up most for Taylor and Beyoncé, six overlap: “favorite,” “funny,” “amazing,” “cute,” “pretty,” “happy.”
PHOTOS: See Taylor Swift Over the Years
Taylor Swift arrives at the 2006 CMT Music Awards at the Curb Event Center at Belmont University in Nashville, Tennessee.John Shearer—WireImage/Getty ImagesTaylor Swift arrives at the 2007 CMT Music Awards.Kevin Mazur—WireImage/Getty ImagesTaylor Swift performs during the 42nd Annual Academy Of Country Music Awards held at the MGM Grand Garden Arena in Las Vegas, Nevada in 2007.Ethan Miller—Getty ImagesTaylor Swift performs during the Academy of Country Music New Artists' Party for a Cause show at the MGM Grand Hotel/Casino in Las Vegas, Nevada in 2008.Ethan Miller—Getty ImagesTaylor Swift performs live on MTV's "TRL" at the MTV Studios in Times Square in New York City in 2008.Gary Gershoff—WireImage/Getty ImagesTaylor Swift attends the 42nd Annual CMA Awards at the Sommet Center in Nashville, Tennessee in 2008.Ed Rode—WireImage/Getty ImagesSinger Taylor Swift arrives at CNN Heroes: An All-Star Tribute at the Kodak Theatre in Hollywood, California in 2008.Jon Kopaloff—FilmMagic/Getty ImagesTaylor Swift performs on Saturday Night Live in 2009.NBC/Getty ImagesTaylor Swift arrives at the Brit Awards 2009 at Earls Court in London, England.Gareth Cattermole—Getty ImagesTaylor Swift performs during the 44th annual Academy of Country Music Awards All-Star Jam at the MGM Grand Hotel/Casino in Las Vegas, Nevada in 2009.Ethan Miller—Getty ImagesTaylor Swift performs at Madison Square Garden in New York City in 2009.Theo Wargo—WireImage/Getty ImagesTaylor Swift arrives to the 2009 MTV Video Music Awards at Radio City Music Hall in New York City. Stephen Lovekin—FilmMagic/Getty ImagesTaylor Swift performs at the 43rd Annual CMA Awards from the Sommet Center in Nashville, Tennessee in 2009.Katherine Bomboy—Getty ImagesTaylor Swift performs onstage at the 52nd Annual Grammy Awards held at Staples Center in Los Angeles, California in 2010.Michael Caulfield—WireImage/Getty ImagesTaylor Swift drops one of her awards during the 52nd annual Grammy Awards in Los Angeles, California in 2010.Valerie Macon—AFP/Getty ImagesTaylor Swift performs at the CMA Music Festival in Nashville, Tennessee in 2010.Rick Diamond—Getty ImagesTaylor Swift performs during the Grand Ole Opry 85th birthday bash at the Grand Ole Opry House in Nashville, Tennessee in 2010.Tony R. Phipps—Getty ImagesTaylor Swift performs "Back to December" at the 44th Annual CMA Awards at the Bridgestone Arena in Nashville, Tennessee in 2010.Rick Diamond—Getty ImagesTaylor Swift attends the 'Alexander McQueen: Savage Beauty' Costume Institute Gala at The Metropolitan Museum of Art in 2011.TIMOTHY A. CLARY—AFP/Getty ImagesTaylor Swift performs at the 2012 MTV Video Music Awards at Staples Center in Los Angeles, California.Jason LaVeris—FilmMagic/Getty ImagesTaylor Swift performs at the Radio One Teen Awards at Wembley Arena in London, England in 2012.Mike Marsland—WireImage/Getty ImagesTaylor Swift performs at the Radio One Teen Awards at Wembley Arena in London, England in 2012.Mike Marsland—WireImage/Getty ImagesTaylor Swift switches on the Christmas lights and performs for fans and shoppers at Westfield London in London, England in 2012.Mike Marsland—WireImage/Getty ImagesTaylor Swift arrives at the 26th Annual ARIA Awards 2012 at the Sydney Entertainment Centre in Sydney, Australia. Don Arnold—WireImage/Getty ImagesTaylor Swift performs on stage during the 26th Annual ARIA Awards 2012 at the Sydney Entertainment Centre in Sydney, Australia.Brendon Thorne—Getty ImagesTaylor Swift performs during night 1 of the 2012 KIIS FM Jingle Ball at Nokia Theatre LA Live in Los Angeles, California.C Flanigan—FilmMagic/Getty ImagesTaylor Swift in concert at Gillette Stadium in Foxborough, Massachusetts in 2013.Barry Chin—Boston Globe/Getty ImagesTaylor Swift performs while Candice Swanepoel walks the runway at the 2013 Victoria's Secret Fashion Show at the Lexington Avenue Armory in New York City.Jamie McCarthy—Getty ImagesTaylor Swift performs at the Mercedes-Benz Arena on May 30, 2014 in Shanghai, China.ChinaFotoPress/Getty ImagesTaylor Swift performs onstage during the 2014 American Music Awards held at Nokia Theatre L.A. Live on Nov. 23, 2014 in Los Angeles, Ca.Michael Tran—FilmMagic/Getty ImagesTaylor Swift performs at the 2014 American Music Awards at Nokia Theatre L.A. Live on Nov. 23, 2014 in Los Angeles, Ca.Christopher Polk—Getty ImagesTaylor Swift performs on The Voice in 2014.NBC/Getty ImagesTaylor Swift performs during the 2014 Victoria's Secret Fashion Show at Earl's Court exhibition centre on Dec. 2, 2014 in London, England.Dimitrios Kambouris—Getty Images for Victoria's SecrTaylor Swift performs onstage during KIIS FM's Jingle Ball 2014 at Staples Center on December 5, 2014 in Los Angeles, Ca.Christopher Polk—Getty Images
For the words that don’t overlap, Taylor is “awesome,” “catchy,” “cool,” and “perfect,” while Beyoncé is “beautiful,” “flawless,” “crazy” and “blue” — though that last one suggests more people are talking about her daughter, Blue Ivy Carter, than feeling sad.
Too bad for Beyoncé, however: TIME unveiled its Person of the Year shortlist on Monday, and she didn’t make the cut—but Taylor did, alongside Apple’s Tim Cook, Alibaba CEO Jack Ma and Vladimir Putin. Beyoncé is in good company, however: Indian Prime Minister Narendra Modi, whom TIME readers selected as their favorite candidate in the online poll, also did not make the shortlist.
See 34 Gorgeous Photos of Beyoncé
Beyonce arrives at The Metropolitan Museum of Art's Costume Institute benefit gala celebrating "China: Through the Looking Glass" on May 4, 2015, in New York City.Evan Agostini—Invision/APBeyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. MTV/Getty ImagesBeyonce performs onstage during the 2014 MTV Video Music Awards rehearsals at The Forum on August 23, 2014 in Inglewood, California. Kevin Mazur—WireImage/Getty ImagesBeyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Kevin Winter—Getty ImagesBeyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Jeff Kravitz—FilmMagic/Getty ImagesBeyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Kevin Winter—Getty ImagesBlue Ivy Carter, Jay-Z and Beyonce speak onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. MTV/Getty ImagesBeyonce performs onstage at the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Jason LaVeris—FilmMagic/Getty ImagesBeyonce performs during the "On The Run Tour: Beyonce And Jay-Z" at Minute Maid Park on July 18, 2014 in Houston, Texas. Larry Busacca—WireImage/Getty ImagesBeyonce performs during the "On The Run Tour: Beyonce And Jay-Z" at the Rose Bowl on August 2, 2014 in Pasadena, California. Larry Busacca—WireImage/Getty ImagesBeyonce performs with her sister Solange onstage during day 2 of the 2014 Coachella Valley Music & Arts Festival at the Empire Polo Club on April 12, 2014 in Indio, California. Jeff Kravitz—FilmMagic/Getty ImagesBeyonce performs onstage during the 56th Grammy Awards at Staples Center on January 26, 2014 in Los Angeles, California. Kevin Mazur—WireImage/Getty ImagesBeyonce performs on stage during "The Mrs. Carter Show World Tour" at the Barclays Center on December 19, 2013 in New York, New York. Larry Busacca—WireImage/Getty ImagesBeyonce performs on stage during "The Mrs. Carter Show World Tour" at the Barclays Center on December 22, 2013 in New York, New York. Kevin Mazur—WireImage/Getty ImagesBeyonce performs on stage during "The Mrs. Carter Show World Tour" at the Staples Center on December 3, 2013 in Los Angeles, California. Larry Busacca—WireImage/Getty ImagesBeyonce performs on stage during a concert in the Rock in Rio Festival on September 13, 2013 in Rio de Janeiro, Brazil. Buda Mendes—Getty ImagesBeyonce performs on stage during "The Mrs. Carter Show World Tour" at the Barclays Center on August 3, 2013 in New York, New York. Kevin Mazur—WireImage/Getty ImagesBeyonce performs on stage during "The Mrs. Carter Show World Tour" at the Izod Center on July 31, 2013 in East Rutherford, New Jersey. Larry Busacca—WireImage/Getty ImagesBeyonce performs on stage during "The Mrs. Carter Show World Tour" at the Staples Center on July 1, 2013 in Los Angeles, California. Kevin Mazur—WireImage/Getty ImagesBeyonce performs during the Pepsi Super Bowl XLVII Halftime Show at Mercedes-Benz Superdome on February 3, 2013 in New Orleans, Louisiana. Kevin Mazur—WireImage/Getty ImagesBeyonce performs during the Pepsi Super Bowl XLVII Halftime Show at the Mercedes-Benz Superdome on February 3, 2013 in New Orleans, Louisiana. Christian Petersen—Getty ImagesBeyonce and Bibi McGill perform during the Pepsi Super Bowl XLVII Halftime Show at the Mercedes-Benz Superdome on February 3, 2013 in New Orleans, Louisiana. Christian Petersen—Getty ImagesBeyonce performs during the Pepsi Super Bowl XLVII Halftime Show at the Mercedes-Benz Superdome on February 3, 2013 in New Orleans, Louisiana. Win McNamee—Getty ImagesBeyonce performs during the Pepsi Super Bowl XLVII Halftime Show at the Mercedes-Benz Superdome on February 3, 2013 in New Orleans, Louisiana. Ezra Shaw—Getty ImagesBeyonce sings the National Anthem at the inauguration for U.S. President Barack Obama's second term of office. Chris Maddaloni—CQ-Roll Call/Getty ImagesBeyonce headlines the Pyramid Stage at the Glastonbury Festival at Worthy Farm, Pilton on June 26, 2011 in Glastonbury, England. Samir Hussein—Getty ImagesBeyonce headlines the Pyramid Stage at the Glastonbury Festival at Worthy Farm, Pilton on June 26, 2011 in Glastonbury, England. Samir Hussein—Getty ImagesBeyonce onstage at the 2009 BET Awards at the Shrine Auditorium on June 28, 2009 in Los Angeles, California. John Shearer—WireImage/Getty ImagesBeyonce performs on the main stage at the 13th Annual 2007 Essence Music Festival presented by Coca-Cola in the refurbished Louisiana Superdome in New Orleans, Louisiana. Skip Bolen—WireImage/Getty Images"The Beyonce Experince" Tour featuring Beyonce plays to Philips Arena on July 7, 2007 in Atlanta, Georgia. Rick Diamond—WireImage/Getty ImagesBeyonce performs during the Destiny's Child "Destiny Fulfilled" Tour in Los Angeles - September 2, 2005 at Staples Center in Los Angeles, California.John Shearer—WireImage/Getty ImagesBeyonce performs during a Destiny's Child in Concert at Madison Square Garden in New York City, July 29, 2005.Theo Wargo—WireImage/Getty ImagesBeyonce poses for a photo during a portrait session for the cast of "Dreamgirls" at the Carlton Hotel's Orange Lounge during the 59th International Cannes Film Festival in Cannes, France, May 20, 2006.Carlo Allegri—Getty ImagesBeyonce performs during Rockin' the Corps Concert at Camp Pendelton in San Diego, California.J. Merritt—FilmMagic/Getty Images
TIME’s Person of the Year will be revealed on the Today show on Wednesday morning, coinciding with posts on Facebook and Twitter from TIME.
