Shows by day of week

• Sunday- 13
• Monday- 5
• Tuesday- 9
• Wednesday- 9
• Thursday- 9
• Friday- 15
• Saturday- 19

Shows by month

• January - 4
• February - 2
• March - 3
• April -
• May -
• June - 24
• July - 14
• August - 13
• September -
• October - 3
• November - 4
• December - 12

Shows by year

• 1999- 2
• 2000- 1
• 2001- 0
• 2002- 1
• 2003- 18
• 2004- 12
• 2009- 18
• 2010- 11
• 2011- 8
• 2012- 8
• 2013- 0
• 2014- 0
• 2015- 0
• 2016- 0
• 2017- 0
• 2018- 0
• 2019- 0
• 2020- 0
• 2021- 0
• 2022- 0
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 12/31- 4
• 6/24- 3
• 12/2- 2
• 12/30- 2
• 6/17- 2
• 6/23- 2
• 8/14- 2
• 8/15- 2
• 1/1- 1
• 1/2- 1
• 1/3- 1
• 1/4- 1
• 10/29- 1
• 10/30- 1
• 10/31- 1
• 11/24- 1
• 11/25- 1
• 11/28- 1
• 11/29- 1
• 12/1- 1
• 12/11- 1

Shows by States

• NY - 24 (30%)
• NJ - 17 (22%)
• VA - 7 (9%)
• PA - 7 (9%)
• IN - 5 (6%)
• MA - 4 (5%)
• FL - 4 (5%)
• MD - 3 (4%)
• WI - 2 (3%)
• ME - 2 (3%)
• VT - 2 (3%)
• OH - 1 (1%)
• CT - 1 (1%)

Shows by Time Zone

• Eastern - 77 (97%)
• Central - 2 (3%)
• Mountain - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• Camden, NJ - 8 (10%)
• Hampton, VA - 7 (9%)
• Atlantic City, NJ - 6 (8%)
• Saratoga Springs, NY - 6 (8%)
• New York, NY - 6 (8%)
• Philadelphia, PA - 5 (6%)
• Wantagh, NY - 5 (6%)
• Noblesville, IN - 5 (6%)
• Miami, FL - 4 (5%)
• Watkins Glen, NY - 3 (4%)
• Mansfield, MA - 3 (4%)
• Columbia, MD - 3 (4%)
• Coventry, VT - 2 (3%)
• Limestone, ME - 2 (3%)
• Holmdel, NJ - 2 (3%)
• East Troy, WI - 2 (3%)
• Brooklyn, NY - 2 (3%)
• Hershey, PA - 1 (1%)
• Burgettstown, PA - 1 (1%)
• Albany, NY - 1 (1%)
• Boston, MA - 1 (1%)
• Hartford, CT - 1 (1%)
• East Rutherford, NJ - 1 (1%)
• Uniondale, NY - 1 (1%)
• Cuyahoga Falls, OH - 1 (1%)

Shows by Venues

• Tweeter Center at the Waterfront - 8 (10%)
• Hampton Coliseum - 7 (9%)
• Saratoga Performing Arts Center - 6 (8%)
• Madison Square Garden - 6 (8%)
• Jones Beach Amphitheater - 5 (6%)
• Ruoff Music Center - 5 (6%)
• American Airlines Arena - 4 (5%)
• Merriweather Post Pavilion - 3 (4%)
• Watkins Glen International - 3 (4%)
• Great Woods Center for the Performing Arts - 3 (4%)
• Bader Field - 3 (4%)
• Wachovia Spectrum - 3 (4%)
• Boardwalk Hall - 3 (4%)
• KeySpan Park - 2 (3%)
• Loring Commerce Centre - 2 (3%)
• Newport State Airport - 2 (3%)
• Wachovia Center - 2 (3%)
• Garden State Arts Center - 2 (3%)
• Alpine Valley Music Theatre - 2 (3%)
• The Comcast Theatre - 1 (1%)
• Continental Airlines Arena - 1 (1%)
• Hersheypark Stadium - 1 (1%)
• Pepsi Arena - 1 (1%)
• Blossom Music Center - 1 (1%)
• Post-Gazette Pavilion at Star Lake - 1 (1%)
• FleetCenter - 1 (1%)
• Nassau Veterans Memorial Coliseum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 3 (4%)
• After hiatus - 76 (96%)

298 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 21.4.
The average amount of times each song was played is 5.61.
There were 101 onetimers
1696 total songs have been played in the selected shows.

There were 69 two set shows
There were 8 three set shows
There were 2 four set shows
9 songs were in a four show rotation.
26 songs were in a five show rotation.

Total Times Played

Down with Disease - 26 (32%)
Wilson - 23 (29%)
Chalk Dust Torture - 22 (27%)
Piper - 22 (27%)
Possum - 22 (27%)
You Enjoy Myself - 22 (27%)
Harry Hood - 21 (26%)
Run Like an Antelope - 21 (26%)
Weekapaug Groove - 20 (25%)
46 Days - 19 (24%)
Mike's Song - 19 (24%)
Tweezer - 19 (24%)
David Bowie - 18 (22%)
Ghost - 18 (22%)
Tweezer Reprise - 18 (22%)
Wolfman's Brother - 18 (22%)
AC/DC Bag - 17 (21%)
Character Zero - 17 (21%)
Runaway Jim - 17 (21%)
Sample in a Jar - 17 (21%)
Cavern - 16 (20%)
Divided Sky - 16 (20%)
NICU - 16 (20%)
Slave to the Traffic Light - 16 (20%)
Suzy Greenberg - 16 (20%)
Twist - 16 (20%)
Also Sprach Zarathustra - 15 (18%)
Bathtub Gin - 15 (18%)
Birds of a Feather - 15 (18%)
Free - 15 (18%)
Golgi Apparatus - 15 (18%)
Stash - 15 (18%)
Backwards Down the Number Line - 14 (17%)
Julius - 14 (17%)
Rock and Roll - 14 (17%)
Seven Below - 14 (17%)
Bouncing Around the Room - 13 (16%)
Limb By Limb - 13 (16%)
Ocelot - 13 (16%)
Prince Caspian - 13 (16%)
Reba - 13 (16%)
Simple - 13 (16%)
Tube - 13 (16%)
Axilla - 12 (15%)
Boogie On Reggae Woman - 12 (15%)
Cities - 12 (15%)
Gotta Jibboo - 12 (15%)
Heavy Things - 12 (15%)
I Am Hydrogen - 12 (15%)
Lawn Boy - 12 (15%)
Loving Cup - 12 (15%)
Punch You in the Eye - 12 (15%)
The Moma Dance - 12 (15%)
Water in the Sky - 12 (15%)
Bug - 11 (13%)
Fluffhead - 11 (13%)
Kill Devil Falls - 11 (13%)
Stealing Time From the Faulty Plan - 11 (13%)
Walls of the Cave - 11 (13%)
Frankenstein - 10 (12%)
Good Times Bad Times - 10 (12%)
Maze - 10 (12%)
Rift - 10 (12%)
Silent in the Morning - 10 (12%)
Split Open and Melt - 10 (12%)
Taste - 10 (12%)
The Horse - 10 (12%)
The Squirming Coil - 10 (12%)
Theme From the Bottom - 10 (12%)
Wading in the Velvet Sea - 10 (12%)
Back on the Train - 9 (11%)
First Tube - 9 (11%)
Halley's Comet - 9 (11%)
Light - 9 (11%)
Sand - 9 (11%)
Scent of a Mule - 9 (11%)
The Wedge - 9 (11%)
Camel Walk - 8 (10%)
Foam - 8 (10%)
Horn - 8 (10%)
My Friend, My Friend - 8 (10%)
Scents and Subtle Sounds - 8 (10%)
Timber (Jerry the Mule) - 8 (10%)
Carini - 7 (8%)
Contact - 7 (8%)
Funky Bitch - 7 (8%)
Gumbo - 7 (8%)
Guyute - 7 (8%)
Joy - 7 (8%)
Makisupa Policeman - 7 (8%)
Meatstick - 7 (8%)
Sneakin' Sally Through the Alley - 7 (8%)
Sparkle - 7 (8%)
Waste - 7 (8%)
Waves - 7 (8%)
Ya Mar - 7 (8%)
A Day in the Life - 6 (7%)
Drowned - 6 (7%)
Friday - 6 (7%)
I Didn't Know - 6 (7%)
My Soul - 6 (7%)
Pebbles and Marbles - 6 (7%)
Poor Heart - 6 (7%)
All of These Dreams - 5 (6%)
Corinna - 5 (6%)
Crosseyed and Painless - 5 (6%)
Crowd Control - 5 (6%)
Farmhouse - 5 (6%)
Fast Enough for You - 5 (6%)
Grind - 5 (6%)
Guelah Papyrus - 5 (6%)
It's Ice - 5 (6%)
Party Time - 5 (6%)
Roses Are Free - 5 (6%)
Show of Life - 5 (6%)
The Curtain With - 5 (6%)
The Sloth - 5 (6%)
Walk Away - 5 (6%)
A Song I Heard the Ocean Sing - 4 (5%)
Alaska - 4 (5%)
Anything But Me - 4 (5%)
Army of One - 4 (5%)
Auld Lang Syne - 4 (5%)
Big Black Furry Creature from Mars - 4 (5%)
Brian and Robert - 4 (5%)
Cars Trucks Buses - 4 (5%)
Catapult - 4 (5%)
Driver - 4 (5%)
Golden Age - 4 (5%)
Hold Your Head Up - 4 (5%)
Llama - 4 (5%)
Nothing - 4 (5%)
Roggae - 4 (5%)
Strange Design - 4 (5%)
Sugar Shack - 4 (5%)
The Lizards - 4 (5%)
The Mango Song - 4 (5%)
Thunderhead - 4 (5%)
Time Turns Elastic - 4 (5%)
Twenty Years Later - 4 (5%)
Vultures - 4 (5%)
What's the Use? - 4 (5%)
When the Circus Comes - 4 (5%)
Beauty of a Broken Heart - 3 (3%)
Dirt - 3 (3%)
Fire - 3 (3%)
Kung - 3 (3%)
Mexican Cousin - 3 (3%)
Mountains in the Mist - 3 (3%)
My Sweet One - 3 (3%)
Peaches en Regalia - 3 (3%)
Quinn the Eskimo (The Mighty Quinn) - 3 (3%)
Rocky Top - 3 (3%)
Saw It Again - 3 (3%)
Secret Smile - 3 (3%)
Sleeping Monkey - 3 (3%)
Steep - 3 (3%)
Swept Away - 3 (3%)
Time Loves a Hero - 3 (3%)
Torn and Frayed - 3 (3%)
Two Versions of Me - 3 (3%)
Undermind - 3 (3%)
While My Guitar Gently Weeps - 3 (3%)
Beauty of My Dreams - 2 (2%)
Billy Breathes - 2 (2%)
Bold As Love - 2 (2%)
Brother - 2 (2%)
Buffalo Bill - 2 (2%)
Colonel Forbin's Ascent - 2 (2%)
Destiny Unbound - 2 (2%)
Discern - 2 (2%)
Esther - 2 (2%)
Fee - 2 (2%)
Fly Famous Mockingbird - 2 (2%)
Frankie Says - 2 (2%)
Ginseng Sullivan - 2 (2%)
Gone - 2 (2%)
Ha Ha Ha - 2 (2%)
If I Could - 2 (2%)
Jam - 2 (2%)
Let Me Lie - 2 (2%)
Lifeboy - 2 (2%)
Light Up Or Leave Me Alone - 2 (2%)
Manteca - 2 (2%)
Mellow Mood - 2 (2%)
Mound - 2 (2%)
Nellie Kane - 2 (2%)
No Quarter - 2 (2%)
Oh! Sweet Nuthin' - 2 (2%)
Psycho Killer - 2 (2%)
Round Room - 2 (2%)
Shine a Light - 2 (2%)
Soul Shakedown Party - 2 (2%)
Tela - 2 (2%)
The Oh Kee Pa Ceremony - 2 (2%)
The Star-Spangled Banner - 2 (2%)
Train Song - 2 (2%)
99 Problems - 1 (1%)
A Apolitical Blues - 1 (1%)
Access Me - 1 (1%)
After Midnight - 1 (1%)
All That You Dream - 1 (1%)
Alumni Blues - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Big Balls - 1 (1%)
Big Pimpin' - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Billie Jean Jam - 1 (1%)
Blister in the Sun - 1 (1%)
Blue Moon - 1 (1%)
Buried Alive - 1 (1%)
Burn That Bridge - 1 (1%)
Chariots of Fire - 1 (1%)
Cool Jerk - 1 (1%)
Cracklin' Rosie - 1 (1%)
Crimes of the Mind - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Day or Night - 1 (1%)
Demand - 1 (1%)
Dinner and a Movie - 1 (1%)
Dixie Cannonball - 1 (1%)
Dixie Chicken - 1 (1%)
Dog Faced Boy - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Bogart That Joint - 1 (1%)
Drums - 1 (1%)
Dust in the Wind - 1 (1%)
Everyday I Have the Blues - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Feats Don't Fail Me Now - 1 (1%)
Free Man in Paris - 1 (1%)
Glide - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Heartbreaker - 1 (1%)
Highway to Hell - 1 (1%)
I Been Around - 1 (1%)
I Kissed a Girl - 1 (1%)
Icculus - 1 (1%)
In the Aeroplane Over the Sea - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Jumpin' Jack Flash - 1 (1%)
La Grange - 1 (1%)
Lengthwise - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Life on Mars? - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Long Cool Woman in a Black Dress - 1 (1%)
Love You - 1 (1%)
Magilla - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Meat - 1 (1%)
Mercenary Territory - 1 (1%)
Middle of the Road - 1 (1%)
Monkey Man - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
NO2 - 1 (1%)
Oh Atlanta - 1 (1%)
Old Folks Boogie - 1 (1%)
On Your Way Down - 1 (1%)
Paul and Silas - 1 (1%)
Ramble On - 1 (1%)
Rock Me Baby - 1 (1%)
Rocket in My Pocket - 1 (1%)
Sabotage - 1 (1%)
Sailin' Shoes - 1 (1%)
Sanity - 1 (1%)
She Thinks I Still Care - 1 (1%)
Sleep Again - 1 (1%)
Spanish Moon - 1 (1%)
Spock's Brain - 1 (1%)
Spooky - 1 (1%)
Spread It 'Round - 1 (1%)
Stairway to Heaven - 1 (1%)
Steam - 1 (1%)
Storage Jam - 1 (1%)
Summer of '89 - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Virginia - 1 (1%)
Talk - 1 (1%)
Terrapin - 1 (1%)
Thank You - 1 (1%)
The Connection - 1 (1%)
The Curtain - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Old Home Place - 1 (1%)
The Rover - 1 (1%)
The Tears of a Clown - 1 (1%)
The Thrill is Gone - 1 (1%)
Tower Jam - 1 (1%)
Tripe Face Boogie - 1 (1%)
Uncle Pen - 1 (1%)
Walfredo - 1 (1%)
Weigh - 1 (1%)
Whole Lotta Love - 1 (1%)
Willin' - 1 (1%)
You Ain't Goin' Nowhere - 1 (1%)

First Set Openers

AC/DC Bag - 7
Chalk Dust Torture - 5
Llama - 4
Punch You in the Eye - 4
Wilson - 4
Sample in a Jar - 3
Crowd Control - 2
Down with Disease - 2
Fluffhead - 2
Funky Bitch - 2
Grind - 2
Harry Hood - 2
Kill Devil Falls - 2
Mike's Song - 2
Runaway Jim - 2
Soul Shakedown Party - 2
A Song I Heard the Ocean Sing - 1
Alumni Blues - 1
Axilla - 1
Back on the Train - 1
Bouncing Around the Room - 1
Brother - 1
Cities - 1
Daniel Saw the Stone - 1
David Bowie - 1
Divided Sky - 1
First Tube - 1
Frankenstein - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Julius - 1
Loving Cup - 1
My Friend, My Friend - 1
My Soul - 1
Piper - 1
Possum - 1
Reba - 1
Rift - 1
Rocky Top - 1
Sanity - 1
Scents and Subtle Sounds - 1
Stealing Time From the Faulty Plan - 1
The Sloth - 1
The Star-Spangled Banner - 1
Tube - 1
Tweezer - 1
Walfredo - 1
Walls of the Cave - 1

First Set Closers

David Bowie - 6
Run Like an Antelope - 6
Cavern - 5
Character Zero - 4
Possum - 4
Split Open and Melt - 4
Julius - 3
Rock and Roll - 3
Suzy Greenberg - 3
Frankenstein - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Quinn the Eskimo (The Mighty Quinn) - 2
Taste - 2
The Squirming Coil - 2
Walls of the Cave - 2
Weekapaug Groove - 2
You Enjoy Myself - 2
46 Days - 1
Birds of a Feather - 1
Down with Disease - 1
Drowned - 1
Fire - 1
First Tube - 1
Fluffhead - 1
Free - 1
If I Could - 1
La Grange - 1
Light Up Or Leave Me Alone - 1
Loving Cup - 1
Meatstick - 1
Mexican Cousin - 1
Monkey Man - 1
Pebbles and Marbles - 1
Prince Caspian - 1
Rock Me Baby - 1
Stealing Time From the Faulty Plan - 1
The Curtain With - 1
The Rover - 1
Time Turns Elastic - 1
Tweezer - 1

Second Set Openers

Down with Disease - 10
Rock and Roll - 5
Tweezer - 4
Wilson - 4
Birds of a Feather - 3
Mike's Song - 3
Piper - 3
46 Days - 2
AC/DC Bag - 2
Axilla - 2
Backwards Down the Number Line - 2
Chalk Dust Torture - 2
Crosseyed and Painless - 2
Drowned - 2
Halley's Comet - 2
Sand - 2
Seven Below - 2
Tube - 2
Twist - 2
Waves - 2
A Song I Heard the Ocean Sing - 1
All of These Dreams - 1
Big Balls - 1
Boogie On Reggae Woman - 1
Fat Man in the Bathtub - 1
Golden Age - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Jam - 1
Kill Devil Falls - 1
Lengthwise - 1
Mellow Mood - 1
My Soul - 1
Party Time - 1
Possum - 1
Punch You in the Eye - 1
Run Like an Antelope - 1
Runaway Jim - 1
Split Open and Melt - 1
Suzy Greenberg - 1
Water in the Sky - 1

Second Set Closers

You Enjoy Myself - 11
Character Zero - 9
Run Like an Antelope - 7
Slave to the Traffic Light - 5
David Bowie - 4
Weekapaug Groove - 4
Cavern - 3
Harry Hood - 3
Loving Cup - 3
Walls of the Cave - 3
Down with Disease - 2
Fluffhead - 2
Good Times Bad Times - 2
Suzy Greenberg - 2
Tweezer Reprise - 2
Also Sprach Zarathustra - 1
Backwards Down the Number Line - 1
Bug - 1
Chalk Dust Torture - 1
Feats Don't Fail Me Now - 1
Ghost - 1
Joy - 1
Pebbles and Marbles - 1
Possum - 1
Sample in a Jar - 1
Scents and Subtle Sounds - 1
Taste - 1
The Squirming Coil - 1
The Star-Spangled Banner - 1
Tweezer - 1
Wading in the Velvet Sea - 1
Waste - 1

Third Set Openers

46 Days - 1
Cavern - 1
Down with Disease - 1
Fast Enough for You - 1
Golden Age - 1
Meatstick - 1
Party Time - 1
Rock and Roll - 1
Sample in a Jar - 1
Twist - 1

Third Set Closers

You Enjoy Myself - 2
A Day in the Life - 1
Bug - 1
First Tube - 1
Friday - 1
Grind - 1
Run Like an Antelope - 1
Slave to the Traffic Light - 1
Walls of the Cave - 1

Fourth Set Openers

Storage Jam - 1
Tower Jam - 1

Fourth Set Closers

Sleeping Monkey - 1
Tower Jam - 1

Encores

Tweezer Reprise - 15
Loving Cup - 7
Good Times Bad Times - 6
Frankenstein - 5
A Day in the Life - 4
Bouncing Around the Room - 4
Bug - 4
First Tube - 4
Show of Life - 4
Contact - 3
Wading in the Velvet Sea - 3
Bold As Love - 2
Character Zero - 2
Fire - 2
Friday - 2
Grind - 2
Harry Hood - 2
Julius - 2
Possum - 2
Sleeping Monkey - 2
Suzy Greenberg - 2
The Squirming Coil - 2
Waste - 2
While My Guitar Gently Weeps - 2
Blue Moon - 1
Boogie On Reggae Woman - 1
Crimes of the Mind - 1
David Bowie - 1
Divided Sky - 1
Dog Log - 1
Farmhouse - 1
Fee - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Happy Birthday to You - 1
Highway to Hell - 1
I Been Around - 1
Joy - 1
Lawn Boy - 1
Mexican Cousin - 1
Oh! Sweet Nuthin' - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock and Roll - 1
Run Like an Antelope - 1
Sabotage - 1
Secret Smile - 1
Shine a Light - 1
Slave to the Traffic Light - 1
The Curtain With - 1
The Lizards - 1
The Mango Song - 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 73 song debuts
0.92 debuts per show.
The most frequently played song you have seen debuted is 46 Days (139 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Back at the Chicken Shack - 1

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

Piper - 22
You Enjoy Myself - 22
46 Days - 19
David Bowie - 18
Wolfman's Brother - 18
AC/DC Bag - 17
Runaway Jim - 17
Sample in a Jar - 17
Divided Sky - 16
NICU - 16

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:

Friday - 6
Thunderhead - 4
Mountains in the Mist - 3
Secret Smile - 3
Two Versions of Me - 3
Buffalo Bill - 2
Discern - 2
Frankie Says - 2
99 Problems - 1
Back at the Chicken Shack - 1

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

Backwards Down the Number Line - 14
Ocelot - 13
Kill Devil Falls - 11
Stealing Time From the Faulty Plan - 11
Light - 9
Joy - 7
A Day in the Life - 6
My Soul - 6
Grind - 5
Guelah Papyrus - 5

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