Shows by day of week

• Sunday- 18
• Monday- 0
• Tuesday- 4
• Wednesday- 3
• Thursday- 3
• Friday- 20
• Saturday- 24

Shows by month

• January - 4
• February - 1
• March -
• April - 2
• May -
• June - 16
• July - 17
• August - 17
• September - 5
• October - 8
• November - 1
• December - 1

Shows by year

• 1999- 1
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 3
• 2004- 5
• 2009- 5
• 2010- 5
• 2011- 7
• 2012- 2
• 2013- 4
• 2014- 3
• 2015- 3
• 2016- 8
• 2017- 4
• 2018- 3
• 2019- 3
• 2020- 0
• 2021- 4
• 2022- 7
• 2023- 2
• 2024- 3
• 2025- 0

Most Frequently Played Dates

• 7/18- 3
• 7/19- 3
• 8/14- 3
• 10/31- 2
• 4/21- 2
• 6/25- 2
• 6/26- 2
• 6/4- 2
• 7/14- 2
• 7/20- 2
• 8/13- 2
• 8/6- 2
• 8/8- 2
• 9/2- 2
• 9/4- 2
• 1/15- 1
• 1/16- 1
• 1/17- 1
• 1/3- 1
• 10/13- 1
• 10/15- 1

Shows by States

• IL - 21 (29%)
• WI - 17 (24%)
• IN - 12 (17%)
• CO - 5 (7%)
• Mexico - 3 (4%)
• NJ - 3 (4%)
• OH - 3 (4%)
• NY - 2 (3%)
• VT - 2 (3%)
• NV - 1 (1%)
• MI - 1 (1%)
• AR - 1 (1%)
• FL - 1 (1%)

Shows by Time Zone

• Central - 39 (54%)
• Eastern - 27 (38%)
• Mountain - 5 (7%)
• Pacific - 1 (1%)

Shows by Cities

• East Troy, WI - 17 (24%)
• Chicago, IL - 15 (21%)
• Noblesville, IN - 12 (17%)
• Commerce City, CO - 5 (7%)
• Rosemont, IL - 4 (6%)
• Atlantic City, NJ - 3 (4%)
• Quintana Roo, Mexico - 3 (4%)
• Coventry, VT - 2 (3%)
• New York, NY - 2 (3%)
• Bridgeview, IL - 2 (3%)
• Cincinnati, OH - 1 (1%)
• Las Vegas, NV - 1 (1%)
• Rogers, AR - 1 (1%)
• Dayton, OH - 1 (1%)
• Miami, FL - 1 (1%)
• Grand Rapids, MI - 1 (1%)
• Cuyahoga Falls, OH - 1 (1%)

Shows by Venues

• Alpine Valley Music Theatre - 17 (24%)
• Ruoff Music Center - 12 (17%)
• Huntington Bank Pavilion at Northerly Island - 9 (13%)
• Dick's Sporting Goods Park - 5 (7%)
• Allstate Arena - 4 (6%)
• Riviera Maya - 3 (4%)
• Boardwalk Hall - 3 (4%)
• Newport State Airport - 2 (3%)
• Madison Square Garden - 2 (3%)
• Toyota Park - 2 (3%)
• Wrigley Field - 2 (3%)
• University of Illinois - 2 (3%)
• United Center - 2 (3%)
• Walmart Arkansas Music Pavilion - 1 (1%)
• Wright State University - 1 (1%)
• American Airlines Arena - 1 (1%)
• Blossom Music Center - 1 (1%)
• U.S. Bank Arena - 1 (1%)
• Sphere - 1 (1%)
• Van Andel Arena - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 1 (1%)
• After hiatus - 71 (99%)

324 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 21.0.
The average amount of times each song was played is 4.58.
There were 111 onetimers
1517 total songs have been played in the selected shows.

There were 66 two set shows
There were 6 three set shows
6 songs were in a four show rotation.
14 songs were in a five show rotation.

Total Times Played

Down with Disease - 22 (30%)
Ghost - 21 (29%)
Character Zero - 20 (27%)
Harry Hood - 20 (27%)
Possum - 19 (26%)
Slave to the Traffic Light - 18 (25%)
Run Like an Antelope - 17 (23%)
46 Days - 16 (22%)
The Moma Dance - 16 (22%)
Wolfman's Brother - 16 (22%)
Bathtub Gin - 15 (20%)
Chalk Dust Torture - 15 (20%)
Light - 15 (20%)
Maze - 15 (20%)
Cavern - 14 (19%)
Piper - 14 (19%)
Rift - 14 (19%)
Stash - 14 (19%)
Tweezer - 14 (19%)
Twist - 14 (19%)
Also Sprach Zarathustra - 13 (18%)
Golden Age - 13 (18%)
Halley's Comet - 13 (18%)
Limb By Limb - 13 (18%)
Ocelot - 13 (18%)
Suzy Greenberg - 13 (18%)
The Wedge - 13 (18%)
Tube - 13 (18%)
Tweezer Reprise - 13 (18%)
Backwards Down the Number Line - 12 (16%)
Carini - 12 (16%)
Julius - 12 (16%)
Kill Devil Falls - 12 (16%)
Runaway Jim - 12 (16%)
Sand - 12 (16%)
Wilson - 12 (16%)
Back on the Train - 11 (15%)
David Bowie - 11 (15%)
Free - 11 (15%)
Theme From the Bottom - 11 (15%)
AC/DC Bag - 10 (13%)
Divided Sky - 10 (13%)
Funky Bitch - 10 (13%)
Lawn Boy - 10 (13%)
Reba - 10 (13%)
Weekapaug Groove - 10 (13%)
First Tube - 9 (12%)
Fluffhead - 9 (12%)
Fuego - 9 (12%)
Heavy Things - 9 (12%)
Mike's Song - 9 (12%)
Prince Caspian - 9 (12%)
Sample in a Jar - 9 (12%)
Simple - 9 (12%)
Split Open and Melt - 9 (12%)
Waves - 9 (12%)
Ya Mar - 9 (12%)
You Enjoy Myself - 9 (12%)
Birds of a Feather - 8 (11%)
Blaze On - 8 (11%)
Bug - 8 (11%)
Gotta Jibboo - 8 (11%)
Rock and Roll - 8 (11%)
Stealing Time From the Faulty Plan - 8 (11%)
Steam - 8 (11%)
The Squirming Coil - 8 (11%)
Walls of the Cave - 8 (11%)
Boogie On Reggae Woman - 7 (9%)
Camel Walk - 7 (9%)
Crosseyed and Painless - 7 (9%)
Everything's Right - 7 (9%)
Golgi Apparatus - 7 (9%)
Good Times Bad Times - 7 (9%)
Mercury - 7 (9%)
Plasma - 7 (9%)
Poor Heart - 7 (9%)
Roggae - 7 (9%)
Scent of a Mule - 7 (9%)
The Mango Song - 7 (9%)
Timber (Jerry the Mule) - 7 (9%)
Wading in the Velvet Sea - 7 (9%)
What's the Use? - 7 (9%)
A Song I Heard the Ocean Sing - 6 (8%)
Axilla - 6 (8%)
Halfway to the Moon - 6 (8%)
I Didn't Know - 6 (8%)
No Men In No Man's Land - 6 (8%)
Scents and Subtle Sounds - 6 (8%)
Seven Below - 6 (8%)
Shade - 6 (8%)
Silent in the Morning - 6 (8%)
Sneakin' Sally Through the Alley - 6 (8%)
The Lizards - 6 (8%)
Twenty Years Later - 6 (8%)
Waste - 6 (8%)
555 - 5 (6%)
Alaska - 5 (6%)
Bouncing Around the Room - 5 (6%)
Contact - 5 (6%)
Drift While You're Sleeping - 5 (6%)
Grind - 5 (6%)
Gumbo - 5 (6%)
Guyute - 5 (6%)
Martian Monster - 5 (6%)
More - 5 (6%)
My Soul - 5 (6%)
NICU - 5 (6%)
Pebbles and Marbles - 5 (6%)
Punch You in the Eye - 5 (6%)
Roses Are Free - 5 (6%)
Saw It Again - 5 (6%)
Strange Design - 5 (6%)
Taste - 5 (6%)
The Sloth - 5 (6%)
Undermind - 5 (6%)
Wingsuit - 5 (6%)
Wombat - 5 (6%)
Avenu Malkenu - 4 (5%)
Cities - 4 (5%)
Drowned - 4 (5%)
Foam - 4 (5%)
Glide - 4 (5%)
Joy - 4 (5%)
Loving Cup - 4 (5%)
Meatstick - 4 (5%)
My Friend, My Friend - 4 (5%)
Sanity - 4 (5%)
Say It To Me S.A.N.T.O.S. - 4 (5%)
Shine a Light - 4 (5%)
Sleeping Monkey - 4 (5%)
Sparkle - 4 (5%)
The Man Who Stepped Into Yesterday - 4 (5%)
Train Song - 4 (5%)
Water in the Sky - 4 (5%)
A Day in the Life - 3 (4%)
A Wave of Hope - 3 (4%)
About to Run - 3 (4%)
Anything But Me - 3 (4%)
Army of One - 3 (4%)
Breath and Burning - 3 (4%)
Brian and Robert - 3 (4%)
Buffalo Bill - 3 (4%)
Catapult - 3 (4%)
Destiny Unbound - 3 (4%)
Devotion To a Dream - 3 (4%)
Dinner and a Movie - 3 (4%)
Dirt - 3 (4%)
Esther - 3 (4%)
Evolve - 3 (4%)
Farmhouse - 3 (4%)
Fast Enough for You - 3 (4%)
Frankenstein - 3 (4%)
Fuck Your Face - 3 (4%)
Guelah Papyrus - 3 (4%)
Ha Ha Ha - 3 (4%)
Horn - 3 (4%)
Leaves - 3 (4%)
Makisupa Policeman - 3 (4%)
Mound - 3 (4%)
Nellie Kane - 3 (4%)
Party Time - 3 (4%)
Quinn the Eskimo (The Mighty Quinn) - 3 (4%)
Ruby Waves - 3 (4%)
Show of Life - 3 (4%)
Sigma Oasis - 3 (4%)
The Curtain With - 3 (4%)
The Horse - 3 (4%)
The Landlady - 3 (4%)
The Line - 3 (4%)
The Oh Kee Pa Ceremony - 3 (4%)
Vultures - 3 (4%)
Waiting All Night - 3 (4%)
Winterqueen - 3 (4%)
Yarmouth Road - 3 (4%)
A Life Beyond The Dream - 2 (2%)
Albuquerque - 2 (2%)
Ass Handed - 2 (2%)
Big Black Furry Creature from Mars - 2 (2%)
Colonel Forbin's Ascent - 2 (2%)
Crowd Control - 2 (2%)
Driver - 2 (2%)
Energy - 2 (2%)
Fire - 2 (2%)
Fly Famous Mockingbird - 2 (2%)
Friday - 2 (2%)
Frost - 2 (2%)
Ginseng Sullivan - 2 (2%)
I Always Wanted It This Way - 2 (2%)
I Am Hydrogen - 2 (2%)
I Never Needed You Like This Before - 2 (2%)
If I Could - 2 (2%)
Let It Loose - 2 (2%)
Llama - 2 (2%)
Mexican Cousin - 2 (2%)
Miss You - 2 (2%)
Mountains in the Mist - 2 (2%)
My Sweet One - 2 (2%)
No Quarter - 2 (2%)
Peaches en Regalia - 2 (2%)
Petrichor - 2 (2%)
Rise/Come Together - 2 (2%)
Rocket in My Pocket - 2 (2%)
Rocky Top - 2 (2%)
Set Your Soul Free - 2 (2%)
Spanish Moon - 2 (2%)
Strawberry Letter 23 - 2 (2%)
Sugar Shack - 2 (2%)
The Howling - 2 (2%)
Time Turns Elastic - 2 (2%)
Turtle in the Clouds - 2 (2%)
Weigh - 2 (2%)
When the Circus Comes - 2 (2%)
While My Guitar Gently Weeps - 2 (2%)
1999 - 1 (1%)
A Apolitical Blues - 1 (1%)
Access Me - 1 (1%)
All That You Dream - 1 (1%)
Alumni Blues - 1 (1%)
Amidst the Peals of Laughter - 1 (1%)
Auld Lang Syne - 1 (1%)
Axilla (Part II) - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Broken Heart Attack - 1 (1%)
Brother - 1 (1%)
Buried Alive - 1 (1%)
Casual Enlightenment - 1 (1%)
Clear Your Mind - 1 (1%)
Come Together - 1 (1%)
Cool Jerk - 1 (1%)
Corona - 1 (1%)
Crazy Sometimes - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Day or Night - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Discern - 1 (1%)
Dixie Chicken - 1 (1%)
Don't Bogart That Joint - 1 (1%)
Dust in the Wind - 1 (1%)
Ether Edge - 1 (1%)
Everything is Hollow - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Feats Don't Fail Me Now - 1 (1%)
Frankie Says - 1 (1%)
Guy Forget - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Have Mercy - 1 (1%)
Heartbreaker - 1 (1%)
Hey Stranger - 1 (1%)
Hold Your Head Up - 1 (1%)
I Am the Walrus - 1 (1%)
Icculus - 1 (1%)
In The Good Old Summer Time - 1 (1%)
It's Ice - 1 (1%)
Izabella - 1 (1%)
Jam - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Let Me Lie - 1 (1%)
Life Saving Gun - 1 (1%)
Life on Mars? - 1 (1%)
Lonely Trip - 1 (1%)
Love Is What We Are - 1 (1%)
Meat - 1 (1%)
Mercenary Territory - 1 (1%)
Monsters - 1 (1%)
Moonage Daydream - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mr. Completely - 1 (1%)
Mull - 1 (1%)
Nothing - 1 (1%)
Oblivion - 1 (1%)
Oh Atlanta - 1 (1%)
Old Folks Boogie - 1 (1%)
Olivia's Pool - 1 (1%)
Paul and Silas - 1 (1%)
Pillow Jets - 1 (1%)
Ramble On - 1 (1%)
Ride Captain Ride - 1 (1%)
Sabotage - 1 (1%)
Sailin' Shoes - 1 (1%)
Secret Smile - 1 (1%)
Sing Monica - 1 (1%)
Sleep - 1 (1%)
Snow - 1 (1%)
Soul Planet - 1 (1%)
Soul Shakedown Party - 1 (1%)
Space Oddity - 1 (1%)
Sparks - 1 (1%)
Spock's Brain - 1 (1%)
Spooky - 1 (1%)
Stairway to Heaven - 1 (1%)
Steep - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Adeline - 1 (1%)
Sweet Jane - 1 (1%)
Sweet Virginia - 1 (1%)
Swept Away - 1 (1%)
Talk - 1 (1%)
Tela - 1 (1%)
Thank You - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Connection - 1 (1%)
The Curtain - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Dogs - 1 (1%)
The Final Hurrah - 1 (1%)
The Happy Whip and Dung Song - 1 (1%)
The Ocean - 1 (1%)
The Very Long Fuse - 1 (1%)
The Way It Goes - 1 (1%)
Thread - 1 (1%)
Time Loves a Hero - 1 (1%)
Torn and Frayed - 1 (1%)
Tripe Face Boogie - 1 (1%)
Tuesday - 1 (1%)
Two Versions of Me - 1 (1%)
Walk Away - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
Whole Lotta Love - 1 (1%)
Willin' - 1 (1%)
Windy City - 1 (1%)
You Never Know - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

Kill Devil Falls - 3
Punch You in the Eye - 3
Sample in a Jar - 3
The Moma Dance - 3
AC/DC Bag - 2
Carini - 2
Crowd Control - 2
Dinner and a Movie - 2
Maze - 2
Possum - 2
Suzy Greenberg - 2
The Landlady - 2
1999 - 1
555 - 1
A Song I Heard the Ocean Sing - 1
Access Me - 1
Axilla - 1
Backwards Down the Number Line - 1
Brother - 1
Camel Walk - 1
Chalk Dust Torture - 1
Colonel Forbin's Ascent - 1
Down with Disease - 1
Everything is Hollow - 1
Everything's Right - 1
Frankenstein - 1
Fuego - 1
Ghost - 1
Gumbo - 1
Guyute - 1
Heavy Things - 1
I Never Needed You Like This Before - 1
Julius - 1
Llama - 1
Mexican Cousin - 1
Mike's Song - 1
My Friend, My Friend - 1
My Soul - 1
No Men In No Man's Land - 1
Plasma - 1
Prince Caspian - 1
Rift - 1
Sand - 1
Sigma Oasis - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
Strawberry Letter 23 - 1
The Very Long Fuse - 1
Theme From the Bottom - 1
Tube - 1
Tuesday - 1
Turtle in the Clouds - 1
Walls of the Cave - 1
What's the Use? - 1
While My Guitar Gently Weeps - 1
Wilson - 1

First Set Closers

Character Zero - 7
David Bowie - 7
Run Like an Antelope - 7
The Squirming Coil - 4
Drift While You're Sleeping - 3
Split Open and Melt - 3
Walls of the Cave - 3
Bathtub Gin - 2
Blaze On - 2
Cavern - 2
Chalk Dust Torture - 2
First Tube - 2
Fluffhead - 2
Good Times Bad Times - 2
Julius - 2
Possum - 2
Time Turns Elastic - 2
Wolfman's Brother - 2
46 Days - 1
A Day in the Life - 1
Everything's Right - 1
Fire - 1
Ghost - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Grind - 1
Let It Loose - 1
More - 1
Runaway Jim - 1
Saw It Again - 1
Suzy Greenberg - 1
Taste - 1
The Moma Dance - 1
While My Guitar Gently Weeps - 1

Second Set Openers

Down with Disease - 12
Carini - 4
Backwards Down the Number Line - 3
Crosseyed and Painless - 3
Halley's Comet - 3
No Men In No Man's Land - 3
Sand - 3
Tweezer - 3
AC/DC Bag - 2
Drowned - 2
Energy - 2
Golden Age - 2
Rock and Roll - 2
Run Like an Antelope - 2
A Song I Heard the Ocean Sing - 1
Ass Handed - 1
Back on the Train - 1
Bathtub Gin - 1
Birds of a Feather - 1
Boogie On Reggae Woman - 1
Chalk Dust Torture - 1
Corona - 1
Everything's Right - 1
Fat Man in the Bathtub - 1
Free - 1
Light - 1
Mercury - 1
Oblivion - 1
Party Time - 1
Piper - 1
Punch You in the Eye - 1
Seven Below - 1
Stealing Time From the Faulty Plan - 1
The Moma Dance - 1
The Oh Kee Pa Ceremony - 1
The Sloth - 1
Tube - 1
Waves - 1
Wingsuit - 1
You Enjoy Myself - 1

Second Set Closers

Slave to the Traffic Light - 8
Character Zero - 6
Harry Hood - 4
Possum - 4
Run Like an Antelope - 4
Suzy Greenberg - 4
You Enjoy Myself - 4
Cavern - 3
Chalk Dust Torture - 3
First Tube - 3
The Squirming Coil - 3
Good Times Bad Times - 2
Julius - 2
Loving Cup - 2
Tweezer Reprise - 2
Bathtub Gin - 1
Bug - 1
David Bowie - 1
Down with Disease - 1
Everything's Right - 1
Feats Don't Fail Me Now - 1
Fire - 1
Free - 1
Ghost - 1
I Never Needed You Like This Before - 1
Pebbles and Marbles - 1
Prince Caspian - 1
Shine a Light - 1
Show of Life - 1
Sweet Adeline - 1
Undermind - 1
Walls of the Cave - 1
You Never Know - 1

Third Set Openers

Cavern - 1
Down with Disease - 1
Fast Enough for You - 1
Ghost - 1
Meatstick - 1
Twist - 1

Third Set Closers

First Tube - 1
Friday - 1
Good Times Bad Times - 1
Run Like an Antelope - 1
Slave to the Traffic Light - 1
You Enjoy Myself - 1

Encores

Tweezer Reprise - 11
Slave to the Traffic Light - 7
Character Zero - 6
Contact - 4
Grind - 4
Say It To Me S.A.N.T.O.S. - 4
Sleeping Monkey - 4
First Tube - 3
Julius - 3
More - 3
Rock and Roll - 3
A Life Beyond The Dream - 2
Bug - 2
Cavern - 2
Frankenstein - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Harry Hood - 2
Loving Cup - 2
Quinn the Eskimo (The Mighty Quinn) - 2
Run Like an Antelope - 2
Sanity - 2
Waste - 2
Wilson - 2
Alumni Blues - 1
Anything But Me - 1
Axilla - 1
Backwards Down the Number Line - 1
Beauty of My Dreams - 1
Blaze On - 1
Camel Walk - 1
Carini - 1
Down with Disease - 1
Drift While You're Sleeping - 1
Fluffhead - 1
Funky Bitch - 1
Glide - 1
Heavy Things - 1
I Am the Walrus - 1
Izabella - 1
Limb By Limb - 1
Love Is What We Are - 1
Maze - 1
Meatstick - 1
Nellie Kane - 1
Possum - 1
Rocky Top - 1
Sabotage - 1
Sample in a Jar - 1
Shine a Light - 1
Show of Life - 1
Space Oddity - 1
Suzy Greenberg - 1
The Curtain With - 1
The Lizards - 1
The Ocean - 1
The Squirming Coil - 1
Tube - 1
Wading in the Velvet Sea - 1
Walls of the Cave - 1
You Enjoy Myself - 1

10 20 30 40 50 most common songs that were not played in the band's history from your first year

Underplayed/Overplayed Songs since 1999

Expected versions is "percentage of shows the song was played in times number of shows seen" (eg if You Enjoy Myself were played in half of all shows and you have seen 20 shows, you would be "expected" to see 10 versions). These are the songs that you've seen the most above and below expectations. This section goes out to Amanda Wilson who inspired me to write it by seeing "Farmhouse" in each of her first 4 shows.

Underplayed

Overplayed

The 50% club

Longest Existing Gaps

Debut Count

You saw 58 song debuts
0.81 debuts per show.
The most frequently played song you have seen debuted is Fuego (92 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

Most frequently seen pre-hiatus songs that have not been seen since:

Alumni Blues - 1
Jam - 1
The Happy Whip and Dung Song - 1

Most frequently seen post-hiatus songs that were not seen before:

Down with Disease - 22
Ghost - 21
Harry Hood - 20
Possum - 19
Slave to the Traffic Light - 18
Run Like an Antelope - 17
46 Days - 16
The Moma Dance - 16
Wolfman's Brother - 16
Bathtub Gin - 15

Percentage Differences

To keep this interesting, only songs that have been seen both before and after the hiatus are included in this list. Expected versions is what you would have seen if the percentages remained constant

Biggest drop off post hiatus

Biggest increase post hiatus

Breakup Song Breakdown

Most frequently seen pre-breakup songs that have not been seen since:

Anything But Me - 3
Driver - 2
Friday - 2
I Am Hydrogen - 2
Access Me - 1
Alumni Blues - 1
Cool Jerk - 1
Discern - 1
Dust in the Wind - 1
Jam - 1

Most frequently seen post-breakup songs that were not seen before:

Light - 15
Golden Age - 13
Ocelot - 13
Suzy Greenberg - 13
Tube - 13
Backwards Down the Number Line - 12
Kill Devil Falls - 12
Sand - 12
Back on the Train - 11
Theme From the Bottom - 11

Percentage Differences

To keep this interesting, only songs that have been seen both before and after the breakup are included in this list. Expected versions is what you would have seen if the percentages remained constant

Biggest drop off post breakup

Biggest increase post breakup

First/Last Time Seen