Shows by day of week

• Sunday- 15
• Monday- 2
• Tuesday- 8
• Wednesday- 11
• Thursday- 4
• Friday- 19
• Saturday- 21

Shows by month

• January -
• February -
• March -
• April - 1
• May -
• June - 2
• July - 32
• August - 19
• September - 3
• October - 15
• November - 2
• December - 6

Shows by year

• 2012- 4
• 2013- 8
• 2014- 11
• 2015- 7
• 2016- 6
• 2017- 14
• 2018- 2
• 2019- 1
• 2020- 0
• 2021- 0
• 2022- 7
• 2023- 8
• 2024- 7
• 2025- 5

Most Frequently Played Dates

• 12/28- 3
• 7/22- 3
• 10/26- 2
• 10/31- 2
• 12/31- 2
• 7/1- 2
• 7/15- 2
• 7/21- 2
• 7/23- 2
• 7/25- 2
• 7/26- 2
• 7/5- 2
• 7/6- 2
• 7/7- 2
• 8/5- 2
• 8/6- 2
• 8/7- 2
• 10/10- 1
• 10/11- 1
• 10/16- 1
• 10/17- 1

Shows by States

• NY - 47 (59%)
• NV - 7 (9%)
• PA - 5 (6%)
• NJ - 4 (5%)
• DE - 4 (5%)
• CO - 3 (4%)
• MA - 3 (4%)
• OH - 3 (4%)
• ME - 2 (3%)
• NH - 1 (1%)
• CA - 1 (1%)

Shows by Time Zone

• Eastern - 69 (86%)
• Pacific - 8 (10%)
• Mountain - 3 (4%)
• Central - 0 (0%)

Shows by Cities

• New York, NY - 18 (23%)
• Saratoga Springs, NY - 15 (19%)
• Las Vegas, NV - 7 (9%)
• Albany, NY - 5 (6%)
• Dover, DE - 4 (5%)
• Atlantic City, NJ - 3 (4%)
• Watkins Glen, NY - 3 (4%)
• Philadelphia, PA - 3 (4%)
• Commerce City, CO - 3 (4%)
• Bangor, ME - 2 (3%)
• Burgettstown, PA - 2 (3%)
• Mansfield, MA - 2 (3%)
• Dayton, OH - 2 (3%)
• Bethel, NY - 2 (3%)
• Rochester, NY - 1 (1%)
• Worcester, MA - 1 (1%)
• Manchester, NH - 1 (1%)
• Holmdel, NJ - 1 (1%)
• Glens Falls, NY - 1 (1%)
• Berkeley, CA - 1 (1%)
• Syracuse, NY - 1 (1%)
• Canandaigua, NY - 1 (1%)
• Cuyahoga Falls, OH - 1 (1%)

Shows by Venues

• Madison Square Garden - 16 (20%)
• Saratoga Performing Arts Center - 15 (19%)
• MGM Grand Garden Arena - 7 (9%)
• The Woodlands - 4 (5%)
• Atlantic City Beach - 3 (4%)
• Knickerbocker Arena - 3 (4%)
• Watkins Glen International - 3 (4%)
• Dick's Sporting Goods Park - 3 (4%)
• The Mann Center for the Performing Arts - 3 (4%)
• Darling's Waterfront Pavilion - 2 (3%)
• Bethel Woods Center for the Arts - 2 (3%)
• Wright State University - 2 (3%)
• Great Woods Center for the Performing Arts - 2 (3%)
• Pepsi Arena - 2 (3%)
• Randall's Island - 2 (3%)
• Star Lake Amphitheatre - 2 (3%)
• Glens Falls Civic Center - 1 (1%)
• Blossom Music Center - 1 (1%)
• Verizon Wireless Arena - 1 (1%)
• Finger Lakes Performing Arts Center - 1 (1%)
• Worcester Centrum Centre - 1 (1%)
• BlueCross Arena - 1 (1%)
• Garden State Arts Center - 1 (1%)
• Lakeview Amphitheater - 1 (1%)
• Berkeley - 1 (1%)

331 different songs have been played (33% of songs Phish have played).
The average number of songs per show is 20.1.
The average amount of times each song was played is 4.80.
There were 113 onetimers
1615 total songs have been played in the selected shows.

There were 1 one set shows
There were 73 two set shows
There were 5 three set shows
There were 1 four set shows
6 songs were in a four show rotation.
22 songs were in a five show rotation.

Total Times Played

Possum - 22 (27%)
Bathtub Gin - 21 (26%)
Chalk Dust Torture - 21 (26%)
Harry Hood - 21 (26%)
Free - 20 (25%)
Sand - 20 (25%)
Down with Disease - 18 (22%)
Slave to the Traffic Light - 18 (22%)
Twist - 18 (22%)
Wolfman's Brother - 18 (22%)
Character Zero - 17 (21%)
Fuego - 17 (21%)
Ghost - 17 (21%)
Backwards Down the Number Line - 16 (20%)
Birds of a Feather - 16 (20%)
Carini - 16 (20%)
Kill Devil Falls - 16 (20%)
Light - 16 (20%)
The Moma Dance - 16 (20%)
Theme from the Bottom - 16 (20%)
Tube - 16 (20%)
Tweezer - 16 (20%)
David Bowie - 15 (18%)
Stash - 15 (18%)
Tweezer Reprise - 15 (18%)
Also Sprach Zarathustra - 14 (17%)
No Men In No Man's Land - 14 (17%)
Piper - 14 (17%)
The Wedge - 14 (17%)
46 Days - 13 (16%)
Back on the Train - 13 (16%)
My Friend, My Friend - 13 (16%)
Run Like an Antelope - 13 (16%)
555 - 12 (15%)
Bouncing Around the Room - 12 (15%)
Golden Age - 12 (15%)
Maze - 12 (15%)
Mike's Song - 12 (15%)
Reba - 12 (15%)
Wilson - 12 (15%)
You Enjoy Myself - 12 (15%)
Cavern - 11 (13%)
Cities - 11 (13%)
Simple - 11 (13%)
Steam - 11 (13%)
Suzy Greenberg - 11 (13%)
Wading in the Velvet Sea - 11 (13%)
Walls of the Cave - 11 (13%)
Weekapaug Groove - 11 (13%)
Everything's Right - 10 (12%)
First Tube - 10 (12%)
Golgi Apparatus - 10 (12%)
Julius - 10 (12%)
Martian Monster - 10 (12%)
Prince Caspian - 10 (12%)
Roggae - 10 (12%)
Sample in a Jar - 10 (12%)
Halfway to the Moon - 9 (11%)
Heavy Things - 9 (11%)
Limb By Limb - 9 (11%)
Meatstick - 9 (11%)
Stealing Time From the Faulty Plan - 9 (11%)
Wingsuit - 9 (11%)
AC/DC Bag - 8 (10%)
Blaze On - 8 (10%)
Funky Bitch - 8 (10%)
Lawn Boy - 8 (10%)
Ocelot - 8 (10%)
Rift - 8 (10%)
Rock and Roll - 8 (10%)
Silent in the Morning - 8 (10%)
Waiting All Night - 8 (10%)
Boogie On Reggae Woman - 7 (8%)
Crosseyed and Painless - 7 (8%)
Divided Sky - 7 (8%)
Gumbo - 7 (8%)
Halley's Comet - 7 (8%)
I Didn't Know - 7 (8%)
My Soul - 7 (8%)
NICU - 7 (8%)
Roses Are Free - 7 (8%)
Scent of a Mule - 7 (8%)
Sigma Oasis - 7 (8%)
Split Open and Melt - 7 (8%)
A Song I Heard the Ocean Sing - 6 (7%)
Army of One - 6 (7%)
Axilla - 6 (7%)
Crowd Control - 6 (7%)
Horn - 6 (7%)
Runaway Jim - 6 (7%)
Saw It Again - 6 (7%)
Scents and Subtle Sounds - 6 (7%)
The Horse - 6 (7%)
Waste - 6 (7%)
What's the Use? - 6 (7%)
Ya Mar - 6 (7%)
A Wave of Hope - 5 (6%)
Bug - 5 (6%)
Farmhouse - 5 (6%)
Fluffhead - 5 (6%)
Good Times Bad Times - 5 (6%)
Gotta Jibboo - 5 (6%)
It's Ice - 5 (6%)
Loving Cup - 5 (6%)
More - 5 (6%)
Mound - 5 (6%)
My Sweet One - 5 (6%)
Punch You in the Eye - 5 (6%)
Ruby Waves - 5 (6%)
Set Your Soul Free - 5 (6%)
Sing Monica - 5 (6%)
The Line - 5 (6%)
Timber (Jerry the Mule) - 5 (6%)
Undermind - 5 (6%)
Yarmouth Road - 5 (6%)
A Life Beyond The Dream - 4 (5%)
Alaska - 4 (5%)
Buffalo Bill - 4 (5%)
Buried Alive - 4 (5%)
Camel Walk - 4 (5%)
Evolve - 4 (5%)
Foam - 4 (5%)
Joy - 4 (5%)
Meat - 4 (5%)
Mercury - 4 (5%)
Miss You - 4 (5%)
Most Events Aren't Planned - 4 (5%)
Party Time - 4 (5%)
Pillow Jets - 4 (5%)
Sugar Shack - 4 (5%)
The Birds - 4 (5%)
The Dogs - 4 (5%)
The Lizards - 4 (5%)
The Squirming Coil - 4 (5%)
Twenty Years Later - 4 (5%)
Water in the Sky - 4 (5%)
Winterqueen - 4 (5%)
Wombat - 4 (5%)
Your Pet Cat - 4 (5%)
All of These Dreams - 3 (3%)
Crazy Sometimes - 3 (3%)
Devotion to a Dream - 3 (3%)
Dirt - 3 (3%)
Drowned - 3 (3%)
Fire - 3 (3%)
Fuck Your Face - 3 (3%)
Grind - 3 (3%)
Happy Birthday to You - 3 (3%)
How Many People Are You - 3 (3%)
I Am Hydrogen - 3 (3%)
Leaves - 3 (3%)
Llama - 3 (3%)
McGrupp and the Watchful Hosemasters - 3 (3%)
Monsters - 3 (3%)
Moonage Daydream - 3 (3%)
Mountains in the Mist - 3 (3%)
Nellie Kane - 3 (3%)
Oblivion - 3 (3%)
Peaches en Regalia - 3 (3%)
Petrichor - 3 (3%)
Plasma - 3 (3%)
Rocky Top - 3 (3%)
Seven Below - 3 (3%)
Shine a Light - 3 (3%)
Show of Life - 3 (3%)
Sleeping Monkey - 3 (3%)
Sneakin' Sally Thru the Alley - 3 (3%)
Sparkle - 3 (3%)
Taste - 3 (3%)
The Star-Spangled Banner - 3 (3%)
Turtle in the Clouds - 3 (3%)
Vultures - 3 (3%)
Walk Away - 3 (3%)
What's Going Through Your Mind - 3 (3%)
When the Circus Comes - 3 (3%)
A Day in the Life - 2 (2%)
About to Run - 2 (2%)
Ass Handed - 2 (2%)
Auld Lang Syne - 2 (2%)
Axilla (Part II) - 2 (2%)
Billy Breathes - 2 (2%)
Bold As Love - 2 (2%)
Breath and Burning - 2 (2%)
Brian and Robert - 2 (2%)
Corinna - 2 (2%)
Dog Faced Boy - 2 (2%)
Dogs Stole Things - 2 (2%)
Ginseng Sullivan - 2 (2%)
Guelah Papyrus - 2 (2%)
Guyute - 2 (2%)
Home - 2 (2%)
I Always Wanted It This Way - 2 (2%)
I Am the Walrus - 2 (2%)
I Never Needed You Like This Before - 2 (2%)
Izabella - 2 (2%)
Life Saving Gun - 2 (2%)
Lonely Trip - 2 (2%)
Makisupa Policeman - 2 (2%)
Mr. Completely - 2 (2%)
Mull - 2 (2%)
No Quarter - 2 (2%)
Ride Captain Ride - 2 (2%)
Rise/Come Together - 2 (2%)
Rock 'n' Roll Suicide - 2 (2%)
Say It To Me S.A.N.T.O.S. - 2 (2%)
Soul Planet - 2 (2%)
Starman - 2 (2%)
Steep - 2 (2%)
Strawberry Letter 23 - 2 (2%)
Swept Away - 2 (2%)
The Curtain With - 2 (2%)
The Final Hurrah - 2 (2%)
The Howling - 2 (2%)
The Mango Song - 2 (2%)
The Very Long Fuse - 2 (2%)
Train Song - 2 (2%)
Uncle Pen - 2 (2%)
Waking Up Dead - 2 (2%)
1999 - 1 (1%)
Access Me - 1 (1%)
Alumni Blues - 1 (1%)
Architect - 1 (1%)
Avenu Malkenu - 1 (1%)
Back in the U.S.S.R. - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Blister in the Sun - 1 (1%)
Box of Rain - 1 (1%)
Broken Into Pieces - 1 (1%)
Cars Trucks Buses - 1 (1%)
Cinnamon Girl - 1 (1%)
Clear Your Mind - 1 (1%)
Coconut - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Contact - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cracklin' Rosie - 1 (1%)
Cream - 1 (1%)
Crimes of the Mind - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Destiny Unbound - 1 (1%)
Drift While You're Sleeping - 1 (1%)
Drive-In Jam - 1 (1%)
Driver - 1 (1%)
Egg in a Hole - 1 (1%)
End of Session - 1 (1%)
Energy - 1 (1%)
Esther - 1 (1%)
Evening Song - 1 (1%)
Fast Enough for You - 1 (1%)
Five Years - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Frankenstein - 1 (1%)
Frankie Says - 1 (1%)
Frost - 1 (1%)
Glide - 1 (1%)
Ha Ha Ha - 1 (1%)
Hang On to Yourself - 1 (1%)
Harpua - 1 (1%)
Have Mercy - 1 (1%)
Heavy Rotation - 1 (1%)
Hey Stranger - 1 (1%)
Hold Your Head Up - 1 (1%)
I Been Around - 1 (1%)
If I Could - 1 (1%)
In The Good Old Summer Time - 1 (1%)
Intro - 1 (1%)
Is This What You Wanted - 1 (1%)
It Ain't Easy - 1 (1%)
Kung - 1 (1%)
La Grange - 1 (1%)
Lady Stardust - 1 (1%)
Lengthwise - 1 (1%)
Let's Go - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Lifeboy - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Maple Leaf Rag - 1 (1%)
Mexican Cousin - 1 (1%)
Mind Left Body Jam - 1 (1%)
Mock Song - 1 (1%)
Nothing - 1 (1%)
O Canada - 1 (1%)
O Holy Night - 1 (1%)
Olivia's Pool - 1 (1%)
On the Road Again - 1 (1%)
Paul and Silas - 1 (1%)
Pebbles and Marbles - 1 (1%)
Pigtail - 1 (1%)
Powderfinger - 1 (1%)
Psycho Killer - 1 (1%)
Quinn the Eskimo (The Mighty Quinn) - 1 (1%)
Sabotage - 1 (1%)
Sanity - 1 (1%)
Scabbard - 1 (1%)
Shake Your Coconuts - 1 (1%)
Shipwreck - 1 (1%)
Sincere - 1 (1%)
Skin It Back - 1 (1%)
Soul Love - 1 (1%)
Soul Shakedown Party - 1 (1%)
Space Oddity - 1 (1%)
Spock's Brain - 1 (1%)
Star - 1 (1%)
Strange Design - 1 (1%)
Strawberry Fields Forever - 1 (1%)
Suffragette City - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Tela - 1 (1%)
The 9th Cube - 1 (1%)
The Chinese Water Torture - 1 (1%)
The Haunted House - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Old Home Place - 1 (1%)
The Sloth - 1 (1%)
The Unsafe Bridge - 1 (1%)
The Well - 1 (1%)
The Wind Cries Mary - 1 (1%)
Thread - 1 (1%)
Timber - 1 (1%)
Torn and Frayed - 1 (1%)
Tuesday - 1 (1%)
Tweezer Reprise Jam - 1 (1%)
Waves - 1 (1%)
Way Down in the Hole - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
White Winter Hymnal - 1 (1%)
Woodlands Jam - 1 (1%)
Ziggy Stardust - 1 (1%)

First Set Openers

AC/DC Bag - 5
Crowd Control - 5
Free - 4
The Moma Dance - 4
Buried Alive - 3
Party Time - 3
Runaway Jim - 3
46 Days - 2
Kill Devil Falls - 2
Llama - 2
Martian Monster - 2
Simple - 2
Stealing Time From the Faulty Plan - 2
The Curtain With - 2
The Star-Spangled Banner - 2
A Song I Heard the Ocean Sing - 1
Back in the U.S.S.R. - 1
Blaze On - 1
Bouncing Around the Room - 1
Box of Rain - 1
Buffalo Bill - 1
Carini - 1
Chalk Dust Torture - 1
Divided Sky - 1
Dogs Stole Things - 1
Evening Song - 1
Farmhouse - 1
First Tube - 1
Fuego - 1
Glide - 1
Golgi Apparatus - 1
Grind - 1
Happy Birthday to You - 1
Heavy Things - 1
I Never Needed You Like This Before - 1
Mike's Song - 1
O Canada - 1
Possum - 1
Punch You in the Eye - 1
Sample in a Jar - 1
Sand - 1
Set Your Soul Free - 1
Shake Your Coconuts - 1
Sigma Oasis - 1
Soul Shakedown Party - 1
Strawberry Fields Forever - 1
The Birds - 1
The Dogs - 1
The Wedge - 1
Way Down in the Hole - 1
White Winter Hymnal - 1
Wolfman's Brother - 1

First Set Closers

Walls of the Cave - 10
Run Like an Antelope - 6
Bathtub Gin - 5
Character Zero - 5
David Bowie - 5
More - 4
Sand - 4
Split Open and Melt - 3
The Squirming Coil - 3
Rock and Roll - 2
Suzy Greenberg - 2
Theme from the Bottom - 2
Walk Away - 2
Wingsuit - 2
Carini - 1
Cavern - 1
Chalk Dust Torture - 1
Down with Disease - 1
Ghost - 1
Golden Age - 1
Good Times Bad Times - 1
Grind - 1
Harry Hood - 1
I Am the Walrus - 1
Izabella - 1
Julius - 1
Kill Devil Falls - 1
La Grange - 1
Life Saving Gun - 1
Light Up Or Leave Me Alone - 1
Moonage Daydream - 1
No Men In No Man's Land - 1
Plasma - 1
Possum - 1
Scents and Subtle Sounds - 1
Stash - 1
Tube - 1
Tweezer Reprise - 1
Wolfman's Brother - 1

Second Set Openers

Down with Disease - 9
Chalk Dust Torture - 6
Mike's Song - 5
Everything's Right - 3
Fuego - 3
Sand - 3
Bathtub Gin - 2
Blaze On - 2
Carini - 2
Crosseyed and Painless - 2
Drowned - 2
Ghost - 2
No Men In No Man's Land - 2
Prince Caspian - 2
Set Your Soul Free - 2
Sigma Oasis - 2
Wolfman's Brother - 2
Also Sprach Zarathustra - 1
Axilla - 1
Axilla (Part II) - 1
Backwards Down the Number Line - 1
Crimes of the Mind - 1
Drift While You're Sleeping - 1
Energy - 1
Evolve - 1
Five Years - 1
Golden Age - 1
Intro - 1
Kill Devil Falls - 1
Martian Monster - 1
Mercury - 1
Mr. Completely - 1
My Friend, My Friend - 1
My Soul - 1
Oblivion - 1
Possum - 1
Rock and Roll - 1
Simple - 1
Steam - 1
Suzy Greenberg - 1
The Wedge - 1
Turtle in the Clouds - 1
Tweezer - 1
What's Going Through Your Mind - 1
Wilson - 1

Second Set Closers

Slave to the Traffic Light - 8
Cavern - 6
Harry Hood - 6
Possum - 5
Run Like an Antelope - 4
You Enjoy Myself - 4
Carini - 3
Chalk Dust Torture - 3
Weekapaug Groove - 3
Backwards Down the Number Line - 2
Character Zero - 2
Everything's Right - 2
First Tube - 2
Fluffhead - 2
Martian Monster - 2
Rock and Roll - 2
Suzy Greenberg - 2
Tweezer Reprise - 2
A Day in the Life - 1
Coconut - 1
Cream - 1
David Bowie - 1
Fire - 1
Golgi Apparatus - 1
I Am the Walrus - 1
In The Good Old Summer Time - 1
Loving Cup - 1
Most Events Aren't Planned - 1
Prince Caspian - 1
Rock 'n' Roll Suicide - 1
Rocky Top - 1
Ruby Waves - 1
Shine a Light - 1
Sigma Oasis - 1
Sneakin' Sally Thru the Alley - 1
The Squirming Coil - 1
Twist - 1

Third Set Openers

46 Days - 1
Harry Hood - 1
Meatstick - 1
No Men In No Man's Land - 1
Punch You in the Eye - 1
Woodlands Jam - 1

Third Set Closers

Backwards Down the Number Line - 1
Say It To Me S.A.N.T.O.S. - 1
Slave to the Traffic Light - 1
Tweezer Reprise - 1
Walls of the Cave - 1
Woodlands Jam - 1

Fourth Set Openers

Drive-In Jam - 1

Fourth Set Closers

Drive-In Jam - 1

Encores

Tweezer Reprise - 12
Character Zero - 9
First Tube - 7
Slave to the Traffic Light - 6
Julius - 5
Possum - 5
Harry Hood - 4
Loving Cup - 4
Good Times Bad Times - 3
Joy - 3
Suzy Greenberg - 3
You Enjoy Myself - 3
A Life Beyond The Dream - 2
Backwards Down the Number Line - 2
Bold As Love - 2
Boogie On Reggae Woman - 2
Bouncing Around the Room - 2
Buffalo Bill - 2
Ghost - 2
Golgi Apparatus - 2
Lawn Boy - 2
Run Like an Antelope - 2
Show of Life - 2
Silent in the Morning - 2
Sing Monica - 2
Sleeping Monkey - 2
The Horse - 2
The Lizards - 2
Tube - 2
Wading in the Velvet Sea - 2
Waste - 2
Wilson - 2
A Day in the Life - 1
Bug - 1
Cavern - 1
Cinnamon Girl - 1
Cities - 1
David Bowie - 1
Egg in a Hole - 1
Farmhouse - 1
Fire - 1
Frankenstein - 1
Free - 1
Fuck Your Face - 1
Fuego - 1
Gotta Jibboo - 1
Grind - 1
I Didn't Know - 1
Is This What You Wanted - 1
Miss You - 1
My Sweet One - 1
NICU - 1
On the Road Again - 1
Peaches en Regalia - 1
Powderfinger - 1
Rock 'n' Roll Suicide - 1
Rock and Roll - 1
Rocky Top - 1
Roses Are Free - 1
Sabotage - 1
Sand - 1
Saw It Again - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Sincere - 1
Space Oddity - 1
Spock's Brain - 1
The Mango Song - 1
The Moma Dance - 1
The Star-Spangled Banner - 1
The Wedge - 1
The Wind Cries Mary - 1
Tweezer - 1
Waiting All Night - 1
Weekapaug Groove - 1
What's the Use? - 1
While My Guitar Gently Weeps - 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 2012

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 49 song debuts
0.61 debuts per show.
The most frequently played song you have seen debuted is Martian Monster (50 times).

Sort by Earliest debuted Most often played

First/Last Time Seen