This Is How the Internet Talks About Beyoncé and Taylor Swift

2 minute read

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

2006 CMT Music Awards - Arrivals
Taylor Swift arrives at the 2006 CMT Music Awards at the Curb Event Center at Belmont University in Nashville, Tennessee.John Shearer—WireImage/Getty Images
2007 CMT Music Awards - Red Carpet
Taylor Swift arrives at the 2007 CMT Music Awards.Kevin Mazur—WireImage/Getty Images
42nd Annual Academy Of Country Music Awards - Show
Taylor 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 Images
2008 ACM New Artists Party For A Cause
Taylor 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 Images
Taylor Swift and Michelle Williams Visit MTV's "TRL" - June 16, 2008
Taylor Swift performs live on MTV's "TRL" at the MTV Studios in Times Square in New York City in 2008.Gary Gershoff—WireImage/Getty Images
The 42nd Annual CMA Awards - Arrivals
Taylor Swift attends the 42nd Annual CMA Awards at the Sommet Center in Nashville, Tennessee in 2008.Ed Rode—WireImage/Getty Images
CNN Heroes "An All-Star Tribute" 2008
Singer Taylor Swift arrives at CNN Heroes: An All-Star Tribute at the Kodak Theatre in Hollywood, California in 2008.Jon Kopaloff—FilmMagic/Getty Images
Saturday Night Live
Taylor Swift performs on Saturday Night Live in 2009.NBC/Getty Images
The Brit Awards 2009 - Arrivals
Taylor Swift arrives at the Brit Awards 2009 at Earls Court in London, England.Gareth Cattermole—Getty Images
44th Annual Academy Of Country Music Awards All-Star Jam
Taylor 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 Images
Taylor Swift in Concert
Taylor Swift performs at Madison Square Garden in New York City in 2009.Theo Wargo—WireImage/Getty Images
2009 MTV Video Music Awards - Arrivals
Taylor Swift arrives to the 2009 MTV Video Music Awards at Radio City Music Hall in New York City. Stephen Lovekin—FilmMagic/Getty Images
The 43rd Annual CMA Awards - Show
Taylor Swift performs at the 43rd Annual CMA Awards from the Sommet Center in Nashville, Tennessee in 2009.Katherine Bomboy—Getty Images
The 52nd Annual GRAMMY Awards - Show
Taylor Swift performs onstage at the 52nd Annual Grammy Awards held at Staples Center in Los Angeles, California in 2010.Michael Caulfield—WireImage/Getty Images
Taylor Swift drops one of her awards dur
Taylor Swift drops one of her awards during the 52nd annual Grammy Awards in Los Angeles, California in 2010.Valerie Macon—AFP/Getty Images
Taylor Swift 13 hours on the 13th. & some songs
Taylor Swift performs at the CMA Music Festival in Nashville, Tennessee in 2010.Rick Diamond—Getty Images
Grand Ole Opry 85th Birthday Bash
Taylor 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 Images
44th Annual CMA Awards - Show
Taylor Swift performs "Back to December" at the 44th Annual CMA Awards at the Bridgestone Arena in Nashville, Tennessee in 2010.Rick Diamond—Getty Images
taylor Swift attends the 'Alexander McQu
Taylor Swift attends the 'Alexander McQueen: Savage Beauty' Costume Institute Gala at The Metropolitan Museum of Art in 2011.TIMOTHY A. CLARY—AFP/Getty Images
2012 MTV Video Music Awards - Show
Taylor Swift performs at the 2012 MTV Video Music Awards at Staples Center in Los Angeles, California.Jason LaVeris—FilmMagic/Getty Images
BBC Radio 1 Teen Awards - Show
Taylor Swift performs at the Radio One Teen Awards at Wembley Arena in London, England in 2012.Mike Marsland—WireImage/Getty Images
BBC Radio 1 Teen Awards - Show
Taylor Swift performs at the Radio One Teen Awards at Wembley Arena in London, England in 2012.Mike Marsland—WireImage/Getty Images
Taylor Swift Switches On Westfield London Christmas Lights
Taylor Swift switches on the Christmas lights and performs for fans and shoppers at Westfield London in London, England in 2012.Mike Marsland—WireImage/Getty Images
26th Annual ARIA Awards 2012 - Arrivals
Taylor Swift arrives at the 26th Annual ARIA Awards 2012 at the Sydney Entertainment Centre in Sydney, Australia. Don Arnold—WireImage/Getty Images
26th Annual ARIA Awards 2012 - Show
Taylor Swift performs on stage during the 26th Annual ARIA Awards 2012 at the Sydney Entertainment Centre in Sydney, Australia.Brendon Thorne—Getty Images
KIIS FM's Jingle Ball 2012 - Night 1 - Show
Taylor 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 Images
Taylor Swift At Gillette Stadium
Taylor Swift in concert at Gillette Stadium in Foxborough, Massachusetts in 2013.Barry Chin—Boston Globe/Getty Images
2013 Victoria's Secret Fashion Show - Show
Taylor 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 Images
Taylor Swift Lives In Shanghai
Taylor Swift performs at the Mercedes-Benz Arena on May 30, 2014 in Shanghai, China.ChinaFotoPress/Getty Images
2014 American Music Awards - Show
Taylor 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 Images
2014 American Music Awards - Roaming Show
Taylor 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 Images
The Voice - Season 7
Taylor Swift performs on The Voice in 2014.NBC/Getty Images
2014 Victoria's Secret Fashion Show - Show
Taylor 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 Secr
KIIS FM's Jingle Ball 2014  Powered by LINE  - Show
Taylor 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.

MORE: The Top 10 Beyoncé Moments of 2014

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 met gala
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/AP
2014 MTV Video Music Awards - Roaming Show
Beyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. MTV/Getty Images
2014 MTV Video Music Awards - Rehearsals
Beyonce performs onstage during the 2014 MTV Video Music Awards rehearsals at The Forum on August 23, 2014 in Inglewood, California. Kevin Mazur—WireImage/Getty Images
2014 MTV Video Music Awards - Roaming Show
Beyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Kevin Winter—Getty Images
2014 MTV Video Music Awards - Roaming Show
Beyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Jeff Kravitz—FilmMagic/Getty Images
2014 MTV Video Music Awards - Roaming Show
Beyonce performs onstage during the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Kevin Winter—Getty Images
2014 MTV Video Music Awards - Roaming Show
Blue 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 Images
2014 MTV Video Music Awards - Fixed Show
Beyonce performs onstage at the 2014 MTV Video Music Awards at The Forum on August 24, 2014 in Inglewood, California. Jason LaVeris—FilmMagic/Getty Images
"On The Run Tour: Beyonce And Jay-Z" - Houston
Beyonce 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 Images
"On The Run Tour: Beyonce And Jay-Z" - Pasadena
Beyonce 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 Images
2014 Coachella Valley Music And Arts Festival - Weekend 1 - Day 2
Beyonce 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 Images
56th GRAMMY Awards - Show
Beyonce performs onstage during the 56th Grammy Awards at Staples Center on January 26, 2014 in Los Angeles, California. Kevin Mazur—WireImage/Getty Images
Beyonce "The Mrs. Carter Show World Tour" - New York
Beyonce 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 Images
Beyonce "The Mrs. Carter Show World Tour" - New York
Beyonce 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 Images
Beyonce "The Mrs. Carter Show World Tour" - Los Angeles
Beyonce 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 Images
Rock in Rio 2013
Beyonce performs on stage during a concert in the Rock in Rio Festival on September 13, 2013 in Rio de Janeiro, Brazil. Buda Mendes—Getty Images
Beyonce "The Mrs. Carter Show World Tour" - New York
Beyonce 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 Images
Beyonce "The Mrs. Carter Show World Tour" - East Rutherford
Beyonce 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 Images
Beyonce "The Mrs. Carter Show World Tour" - Los Angeles
Beyonce 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 Images
Pepsi Super Bowl XLVII Halftime Show
Beyonce 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 Images
Pepsi Super Bowl XLVII Halftime Show
Beyonce 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 Images
Pepsi Super Bowl XLVII Halftime Show
Beyonce 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 Images
Pepsi Super Bowl XLVII Halftime Show
Beyonce 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 Images
Pepsi Super Bowl XLVII Halftime Show
Beyonce 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 Images
President Barack Obama's 2nd Inauguration
Beyonce sings the National Anthem at the inauguration for U.S. President Barack Obama's second term of office. Chris Maddaloni—CQ-Roll Call/Getty Images
The Glastonbury Festival 2011 - Day Four
Beyonce headlines the Pyramid Stage at the Glastonbury Festival at Worthy Farm, Pilton on June 26, 2011 in Glastonbury, England. Samir Hussein—Getty Images
The Glastonbury Festival 2011 - Day Four
Beyonce headlines the Pyramid Stage at the Glastonbury Festival at Worthy Farm, Pilton on June 26, 2011 in Glastonbury, England. Samir Hussein—Getty Images
2009 BET Awards - Show
Beyonce onstage at the 2009 BET Awards at the Shrine Auditorium on June 28, 2009 in Los Angeles, California. John Shearer—WireImage/Getty Images
2007 Essence Music Festival - Day 2
Beyonce 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 Experience Tour - July 20, 2007
"The Beyonce Experince" Tour featuring Beyonce plays to Philips Arena on July 7, 2007 in Atlanta, Georgia. Rick Diamond—WireImage/Getty Images
Destiny's Child "Destiny Fulfilled" Tour in Los Angeles - September 2, 2005
Beyonce 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 Images
Destiny's Child in Concert at Madison Square Garden in New York City - July 29, 2005
Beyonce performs during a Destiny's Child in Concert at Madison Square Garden in New York City, July 29, 2005.Theo Wargo—WireImage/Getty Images
Cannes - "Dreamgirls" - Portraits
Beyonce 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 Images
Rockin' the Corps Concert - An American Thank You Celebration for US Marines - Show
Beyonce 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.

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Write to Nolan Feeney at nolan.feeney@time.com