Your favorite musicians have some of the most-followed accounts on Instagram -- including Selena Gomez at No. 1 -- and as 2016 comes to a close, the photo-sharing site is looking back at some of the most popular posts of the year.

Below, find the top three pics from each of the top 10 most-followed musician accounts on Instagram.

1. Selena Gomez (103 million followers)

 

when your lyrics are on the bottle -- #ad

A photo posted by Selena Gomez (@selenagomez) on Jun 25, 2016 at 2:03pm PDT

 

One of my favorite nights on tour

A photo posted by Selena Gomez (@selenagomez) on Aug 15, 2016 at 4:58am PDT

 

A photo posted by Selena Gomez (@selenagomez) on Jun 22, 2016 at 11:56am PDT 

2. Taylor Swift (93.9 million followers)

 

Going through old pictures today, because @selenagomez just turned 24! I can't imagine my life without you, Selena. HAPPY BIRTHDAY!

A photo posted by Taylor Swift (@taylorswift) on Jul 22, 2016 at 3:22pm PDT

 

HAPPY BIRTHDAY BLAKE! You're a wonderful friend, to humans and koalas alike. I absolutely love you ------

A photo posted by Taylor Swift (@taylorswift) on Aug 25, 2016 at 2:04pm PDT

 

I LOVE YOU KARLIE! You're such an exquisite person, always trying to make things better for others. Every day I'm inspired by how giving, loving, and thoughtful you are. Happy 24th Birthday!!! @karliekloss

A photo posted by Taylor Swift (@taylorswift) on Aug 3, 2016 at 10:55am PDT

3. Ariana Grande (90.2 million followers)

 

A photo posted by Ariana Grande (@arianagrande) on Jul 23, 2016 at 4:41pm PDT

 

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A photo posted by Ariana Grande (@arianagrande) on Apr 29, 2016 at 8:39pm PDT

 

A photo posted by Ariana Grande (@arianagrande) on Jul 19, 2016 at 4:46pm PDT

4. Beyonce (89.2 million followers)

 

A photo posted by Beyoncé (@beyonce) on Aug 28, 2016 at 5:39pm PDT

 

A photo posted by Beyoncé (@beyonce) on Aug 28, 2016 at 5:52pm PDT

 

I'm out that H-Town Coming down Dripping candy on the ground.

A photo posted by Beyoncé (@beyonce) on Sep 23, 2016 at 5:58pm PDT

5. Nicki Minaj (69.4 million followers)

 

-- #VegasNights --

A photo posted by Nicki Minaj (@nickiminaj) on Sep 5, 2016 at 6:35am PDT

 

-- CLEAN

A photo posted by Nicki Minaj (@nickiminaj) on Sep 5, 2016 at 1:14pm PDT

 

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A photo posted by Nicki Minaj (@nickiminaj) on Jun 30, 2016 at 8:36pm PDT

6. Katy Perry (58.9 million followers)

 

TOGETHER WE #RISE (on @Applemusic now)

A photo posted by KATY PERRY (@katyperry) on Jul 14, 2016 at 8:22pm PDT

 

I know it's a little cheeky, butt... Cycling in The ile de re, France ----

A photo posted by KATY PERRY (@katyperry) on Aug 10, 2016 at 11:16am PDT

 

Learned how to ski today through pizza and french fries...which usually teaches me everything in life anyway. #----⛷ -- by @mattclark41

A photo posted by KATY PERRY (@katyperry) on Jan 16, 2016 at 4:41pm PST

7. Miley Cyrus (56.4 million followers)

 

Thank you @variety for supporting @happyhippiefdn ❤️-------- and congrats to all my fellow #PowerOfWomen love you all! #nationalcomingoutday

A photo posted by Miley Cyrus (@mileycyrus) on Oct 11, 2016 at 10:11am PDT

 

Happy FriYAY! Don't forget 2 bust out d hoopz and #WERK #permrods repost @tishcyrus --

A photo posted by Miley Cyrus (@mileycyrus) on Oct 21, 2016 at 1:27pm PDT

 

#makeamericagayagain ------❤️--------

A photo posted by Miley Cyrus (@mileycyrus) on Jun 27, 2016 at 11:33am PDT

8. Jennifer Lopez (54 million followers)

 

#loveyourselffirst #feelingempowered-- #healthybodyhealthymind

A photo posted by Jennifer Lopez (@jlo) on Nov 3, 2016 at 11:55am PDT

 

#HarLo Friday night feeling... #itsbeenalongweek #letsgetit

A photo posted by Jennifer Lopez (@jlo) on Nov 11, 2016 at 9:49pm PST

 

Up up and away... Gracias a los #Latingrammys por una noche increible!! #olvidameypegalavuelta #marcanthony #teammagnus #1

A photo posted by Jennifer Lopez (@jlo) on Nov 18, 2016 at 12:05am PST

9. Rihanna (46.4 million followers)

 

foreign.

A photo posted by badgalriri (@badgalriri) on Oct 4, 2016 at 7:31pm PDT

 

buffalo $oldier

A photo posted by badgalriri (@badgalriri) on Oct 3, 2016 at 11:56am PDT

 

Ras'

A photo posted by badgalriri (@badgalriri) on Oct 6, 2016 at 8:06am PDT

10. Drake (30.4 million followers)

 

This is a night for us all to be thankful for what you have done for us! You have affected so many of our lives in the best way possible. Tonight we celebrate you! @badgalriri

A photo posted by champagnepapi (@champagnepapi) on Aug 28, 2016 at 11:41pm PDT

 

SHARED THE STAGE WITH THE GOAT FOR DETROIT. DONE THE HYPE. ----

A photo posted by champagnepapi (@champagnepapi) on Aug 16, 2016 at 8:59pm PDT

 

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A photo posted by champagnepapi (@champagnepapi) on Aug 2, 2016 at 7:26pm PDT