Shows by day of week

• Sunday- 14
• Monday- 3
• Tuesday- 8
• Wednesday- 7
• Thursday- 5
• Friday- 18
• Saturday- 18

Shows by month

• January - 2
• February -
• March -
• April -
• May -
• June - 12
• July - 19
• August - 20
• September - 6
• October - 7
• November - 5
• December - 2

Shows by year

• 1999- 1
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 3
• 2004- 2
• 2009- 4
• 2010- 6
• 2011- 1
• 2012- 3
• 2013- 6
• 2014- 3
• 2015- 7
• 2016- 10
• 2017- 5
• 2018- 9
• 2019- 4
• 2020- 0
• 2021- 3
• 2022- 0
• 2023- 3
• 2024- 2
• 2025- 1

Most Frequently Played Dates

• 7/20- 3
• 7/21- 3
• 7/22- 3
• 6/11- 2
• 6/12- 2
• 6/24- 2
• 7/18- 2
• 7/19- 2
• 7/23- 2
• 8/11- 2
• 8/12- 2
• 8/15- 2
• 8/2- 2
• 8/4- 2
• 8/7- 2
• 9/4- 2
• 1/1- 1
• 1/2- 1
• 10/21- 1
• 10/22- 1
• 10/31- 1

Shows by States

• IN - 13 (18%)
• IL - 10 (14%)
• CO - 8 (11%)
• NY - 7 (10%)
• MO - 6 (8%)
• OH - 5 (7%)
• NV - 4 (5%)
• WI - 4 (5%)
• TN - 4 (5%)
• WA - 3 (4%)
• CA - 3 (4%)
• GA - 2 (3%)
• MD - 2 (3%)
• AL - 1 (1%)
• PA - 1 (1%)

Shows by Time Zone

• Eastern - 30 (41%)
• Central - 25 (34%)
• Pacific - 10 (14%)
• Mountain - 8 (11%)

Shows by Cities

• Noblesville, IN - 13 (18%)
• Commerce City, CO - 8 (11%)
• New York, NY - 7 (10%)
• Chicago, IL - 7 (10%)
• St. Louis, MO - 6 (8%)
• Las Vegas, NV - 4 (5%)
• East Troy, WI - 4 (5%)
• Nashville, TN - 4 (5%)
• George, WA - 3 (4%)
• San Francisco, CA - 3 (4%)
• Cincinnati, OH - 2 (3%)
• Alpharetta, GA - 2 (3%)
• Columbia, MD - 2 (3%)
• Bridgeview, IL - 2 (3%)
• Cuyahoga Falls, OH - 2 (3%)
• Pittsburgh, PA - 1 (1%)
• Normal, IL - 1 (1%)
• Dayton, OH - 1 (1%)
• Tuscaloosa, AL - 1 (1%)

Shows by Venues

• Ruoff Music Center - 13 (18%)
• Dick's Sporting Goods Park - 8 (11%)
• Madison Square Garden - 7 (10%)
• Saint Louis University - 5 (7%)
• MGM Grand Garden Arena - 4 (5%)
• Alpine Valley Music Theatre - 4 (5%)
• Bridgestone Arena - 3 (4%)
• Bill Graham Civic Auditorium - 3 (4%)
• Gorge Amphitheatre - 3 (4%)
• Huntington Bank Pavilion at Northerly Island - 3 (4%)
• Merriweather Post Pavilion - 2 (3%)
• Toyota Park - 2 (3%)
• Blossom Music Center - 2 (3%)
• Wrigley Field - 2 (3%)
• Verizon Wireless Amphitheatre at Encore Park - 2 (3%)
• U.S. Bank Arena - 2 (3%)
• The Fox Theatre - 1 (1%)
• Tuscaloosa Amphitheater - 1 (1%)
• Wright State University - 1 (1%)
• Ascend Amphitheater - 1 (1%)
• Illinois State University - 1 (1%)
• Petersen Events Center - 1 (1%)
• University of Illinois - 1 (1%)
• United Center - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 1 (1%)
• After hiatus - 72 (99%)

305 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 20.5.
The average amount of times each song was played is 4.84.
There were 88 onetimers
1500 total songs have been played in the selected shows.

There were 71 two set shows
There were 2 three set shows
1 songs were in a four show rotation.
14 songs were in a five show rotation.

Total Times Played

Harry Hood - 19 (26%)
Chalk Dust Torture - 18 (24%)
Ghost - 18 (24%)
46 Days - 17 (23%)
Down with Disease - 17 (23%)
Run Like an Antelope - 17 (23%)
Slave to the Traffic Light - 17 (23%)
Twist - 17 (23%)
Light - 16 (21%)
Mike's Song - 16 (21%)
Weekapaug Groove - 16 (21%)
Wolfman's Brother - 16 (21%)
Back on the Train - 15 (20%)
Sand - 15 (20%)
Character Zero - 14 (19%)
Halley's Comet - 14 (19%)
Possum - 14 (19%)
Tweezer - 14 (19%)
Tweezer Reprise - 14 (19%)
Walls of the Cave - 14 (19%)
AC/DC Bag - 13 (17%)
Also Sprach Zarathustra - 13 (17%)
Bathtub Gin - 13 (17%)
Cavern - 13 (17%)
Sample in a Jar - 13 (17%)
Stash - 13 (17%)
Suzy Greenberg - 13 (17%)
The Moma Dance - 13 (17%)
Theme From the Bottom - 13 (17%)
Backwards Down the Number Line - 12 (16%)
Free - 12 (16%)
Fuego - 12 (16%)
Limb By Limb - 12 (16%)
Roggae - 12 (16%)
Birds of a Feather - 11 (15%)
Blaze On - 11 (15%)
Bouncing Around the Room - 11 (15%)
Divided Sky - 11 (15%)
Ocelot - 11 (15%)
Piper - 11 (15%)
Reba - 11 (15%)
Runaway Jim - 11 (15%)
The Squirming Coil - 11 (15%)
Tube - 11 (15%)
Bug - 10 (13%)
Carini - 10 (13%)
Funky Bitch - 10 (13%)
Maze - 10 (13%)
Prince Caspian - 10 (13%)
Rift - 10 (13%)
Split Open and Melt - 10 (13%)
The Wedge - 10 (13%)
Undermind - 10 (13%)
A Song I Heard the Ocean Sing - 9 (12%)
First Tube - 9 (12%)
NICU - 9 (12%)
Punch You in the Eye - 9 (12%)
Rock and Roll - 9 (12%)
Waves - 9 (12%)
Wilson - 9 (12%)
555 - 8 (10%)
Golden Age - 8 (10%)
Heavy Things - 8 (10%)
Horn - 8 (10%)
Kill Devil Falls - 8 (10%)
Loving Cup - 8 (10%)
Mercury - 8 (10%)
No Men In No Man's Land - 8 (10%)
Waste - 8 (10%)
Ya Mar - 8 (10%)
Axilla - 7 (9%)
Boogie On Reggae Woman - 7 (9%)
David Bowie - 7 (9%)
Farmhouse - 7 (9%)
Gumbo - 7 (9%)
Joy - 7 (9%)
Lawn Boy - 7 (9%)
Silent in the Morning - 7 (9%)
Simple - 7 (9%)
Stealing Time From the Faulty Plan - 7 (9%)
You Enjoy Myself - 7 (9%)
Alaska - 6 (8%)
Crosseyed and Painless - 6 (8%)
Fluffhead - 6 (8%)
Golgi Apparatus - 6 (8%)
Good Times Bad Times - 6 (8%)
Gotta Jibboo - 6 (8%)
Julius - 6 (8%)
Martian Monster - 6 (8%)
Meat - 6 (8%)
Steam - 6 (8%)
Taste - 6 (8%)
Timber (Jerry the Mule) - 6 (8%)
Train Song - 6 (8%)
Vultures - 6 (8%)
Wading in the Velvet Sea - 6 (8%)
Waiting All Night - 6 (8%)
Wingsuit - 6 (8%)
Contact - 5 (6%)
Dirt - 5 (6%)
Everything's Right - 5 (6%)
Halfway to the Moon - 5 (6%)
I Am Hydrogen - 5 (6%)
I Didn't Know - 5 (6%)
It's Ice - 5 (6%)
Makisupa Policeman - 5 (6%)
Meatstick - 5 (6%)
More - 5 (6%)
Mound - 5 (6%)
My Friend, My Friend - 5 (6%)
Pebbles and Marbles - 5 (6%)
Say It To Me S.A.N.T.O.S. - 5 (6%)
Seven Below - 5 (6%)
Sneakin' Sally Through the Alley - 5 (6%)
Sparkle - 5 (6%)
The Lizards - 5 (6%)
Time Turns Elastic - 5 (6%)
Twenty Years Later - 5 (6%)
Water in the Sky - 5 (6%)
Yarmouth Road - 5 (6%)
Breath and Burning - 4 (5%)
Camel Walk - 4 (5%)
Cities - 4 (5%)
Jesus Just Left Chicago - 4 (5%)
Miss You - 4 (5%)
My Soul - 4 (5%)
Scents and Subtle Sounds - 4 (5%)
Sugar Shack - 4 (5%)
The Curtain With - 4 (5%)
The Horse - 4 (5%)
The Mango Song - 4 (5%)
The Oh Kee Pa Ceremony - 4 (5%)
What's the Use? - 4 (5%)
Wombat - 4 (5%)
About to Run - 3 (4%)
Army of One - 3 (4%)
Beauty of My Dreams - 3 (4%)
Big Black Furry Creature from Mars - 3 (4%)
Bike - 3 (4%)
Brian and Robert - 3 (4%)
Buffalo Bill - 3 (4%)
Buried Alive - 3 (4%)
Cars Trucks Buses - 3 (4%)
Crowd Control - 3 (4%)
Fee - 3 (4%)
Fuck Your Face - 3 (4%)
Grind - 3 (4%)
Guelah Papyrus - 3 (4%)
Hold Your Head Up - 3 (4%)
If I Could - 3 (4%)
Llama - 3 (4%)
Mr. Completely - 3 (4%)
My Sweet One - 3 (4%)
Nellie Kane - 3 (4%)
Party Time - 3 (4%)
Peaches en Regalia - 3 (4%)
Poor Heart - 3 (4%)
Quinn the Eskimo (The Mighty Quinn) - 3 (4%)
Rise/Come Together - 3 (4%)
Sanity - 3 (4%)
Saw It Again - 3 (4%)
Scent of a Mule - 3 (4%)
Set Your Soul Free - 3 (4%)
Shade - 3 (4%)
Shine a Light - 3 (4%)
Show of Life - 3 (4%)
Strange Design - 3 (4%)
Tela - 3 (4%)
The Sloth - 3 (4%)
Turtle in the Clouds - 3 (4%)
We Are Come to Outlive Our Brains - 3 (4%)
Weigh - 3 (4%)
When the Circus Comes - 3 (4%)
While My Guitar Gently Weeps - 3 (4%)
Winterqueen - 3 (4%)
Your Pet Cat - 3 (4%)
A Day in the Life - 2 (2%)
A Wave of Hope - 2 (2%)
Alumni Blues - 2 (2%)
Ass Handed - 2 (2%)
Babylon Baby - 2 (2%)
Billy Breathes - 2 (2%)
Cool Amber and Mercury - 2 (2%)
Crazy Sometimes - 2 (2%)
Death Don't Hurt Very Long - 2 (2%)
Devotion To a Dream - 2 (2%)
Drift While You're Sleeping - 2 (2%)
Ether Edge - 2 (2%)
Evolve - 2 (2%)
Fire - 2 (2%)
Foam - 2 (2%)
Frankie Says - 2 (2%)
Ginseng Sullivan - 2 (2%)
Glide - 2 (2%)
Guyute - 2 (2%)
Happy Birthday to You - 2 (2%)
Hey Stranger - 2 (2%)
Home - 2 (2%)
How Many People Are You - 2 (2%)
I Always Wanted It This Way - 2 (2%)
I Never Needed You Like This Before - 2 (2%)
Icculus - 2 (2%)
Letter to Jimmy Page - 2 (2%)
McGrupp and the Watchful Hosemasters - 2 (2%)
Oh! Sweet Nuthin' - 2 (2%)
Rocky Top - 2 (2%)
Roses Are Free - 2 (2%)
Ruby Waves - 2 (2%)
Sleeping Monkey - 2 (2%)
Sweet Jane - 2 (2%)
The Ballad of Curtis Loew - 2 (2%)
The Curtain - 2 (2%)
The Final Hurrah - 2 (2%)
The Line - 2 (2%)
The Old Home Place - 2 (2%)
Things People Do - 2 (2%)
Torn and Frayed - 2 (2%)
Albuquerque - 1 (1%)
All of These Dreams - 1 (1%)
Anything But Me - 1 (1%)
Auld Lang Syne - 1 (1%)
Avenu Malkenu - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Bold As Love - 1 (1%)
Can't Always Listen - 1 (1%)
Casual Enlightenment - 1 (1%)
Catapult - 1 (1%)
Cinnamon Girl - 1 (1%)
Coconut - 1 (1%)
Cool It Down - 1 (1%)
Destiny Unbound - 1 (1%)
Dinner and a Movie - 1 (1%)
Dog Faced Boy - 1 (1%)
Driver - 1 (1%)
Drowned - 1 (1%)
Easy To Slip - 1 (1%)
Energy - 1 (1%)
Esther - 1 (1%)
Everything is Hollow - 1 (1%)
Fast Enough for You - 1 (1%)
Frankenstein - 1 (1%)
Friday - 1 (1%)
Frost - 1 (1%)
Gloria (Laura Branigan) - 1 (1%)
I Am the Walrus - 1 (1%)
I Been Around - 1 (1%)
Infinite - 1 (1%)
Instant Karma! - 1 (1%)
Izabella - 1 (1%)
Kung - 1 (1%)
Leaves - 1 (1%)
Legalize It - 1 (1%)
Lengthwise - 1 (1%)
Let's Go - 1 (1%)
Life Saving Gun - 1 (1%)
Life on Mars? - 1 (1%)
Lifeboy - 1 (1%)
Lonely Trip - 1 (1%)
Look Out Cleveland - 1 (1%)
Magilla - 1 (1%)
Marissa - 1 (1%)
Moonage Daydream - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mountains in the Mist - 1 (1%)
Mull - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
NO2 - 1 (1%)
No Quarter - 1 (1%)
Nothing - 1 (1%)
Oblivion - 1 (1%)
Olivia's Pool - 1 (1%)
On Your Way Down - 1 (1%)
On the Road Again - 1 (1%)
Passing Through - 1 (1%)
Paul and Silas - 1 (1%)
Pigtail - 1 (1%)
Play by Play - 1 (1%)
Ride Captain Ride - 1 (1%)
Say Something - 1 (1%)
Shake Your Coconuts - 1 (1%)
Sightless Escape - 1 (1%)
Sigma Oasis - 1 (1%)
Sleep - 1 (1%)
Soul Planet - 1 (1%)
Space Oddity - 1 (1%)
Spock's Brain - 1 (1%)
Steep - 1 (1%)
Strawberry Fields Forever - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Stray Dog - 1 (1%)
Sunday Morning - 1 (1%)
Swept Away - 1 (1%)
The Birds - 1 (1%)
The Birdwatcher - 1 (1%)
The Dogs - 1 (1%)
The Howling - 1 (1%)
The Landlady - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Star-Spangled Banner - 1 (1%)
The Well - 1 (1%)
Thunderhead - 1 (1%)
Tuesday - 1 (1%)
Uncle Pen - 1 (1%)
Walk Away - 1 (1%)
Windy City - 1 (1%)

First Set Openers

The Moma Dance - 5
A Song I Heard the Ocean Sing - 3
Buried Alive - 3
Chalk Dust Torture - 3
Crowd Control - 3
Sample in a Jar - 3
Cars Trucks Buses - 2
Free - 2
Ghost - 2
Kill Devil Falls - 2
Llama - 2
Punch You in the Eye - 2
Tube - 2
555 - 1
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Back on the Train - 1
Blaze On - 1
Carini - 1
Cavern - 1
Cities - 1
Cool Amber and Mercury - 1
Down with Disease - 1
Everything's Right - 1
Grind - 1
Gumbo - 1
Julius - 1
Look Out Cleveland - 1
Loving Cup - 1
Mike's Song - 1
My Friend, My Friend - 1
My Soul - 1
No Men In No Man's Land - 1
Party Time - 1
Runaway Jim - 1
Scents and Subtle Sounds - 1
Set Your Soul Free - 1
Shake Your Coconuts - 1
Sigma Oasis - 1
Slave to the Traffic Light - 1
Stealing Time From the Faulty Plan - 1
Strawberry Fields Forever - 1
Sunday Morning - 1
The Birdwatcher - 1
The Curtain With - 1
The Landlady - 1
Tuesday - 1
Turtle in the Clouds - 1
Tweezer - 1
Uncle Pen - 1
Wilson - 1
Your Pet Cat - 1

First Set Closers

Run Like an Antelope - 7
Walls of the Cave - 7
Character Zero - 5
Cavern - 4
David Bowie - 4
46 Days - 3
First Tube - 3
The Squirming Coil - 3
Weekapaug Groove - 3
Good Times Bad Times - 2
More - 2
Possum - 2
Rock and Roll - 2
Split Open and Melt - 2
Time Turns Elastic - 2
Alumni Blues - 1
Bathtub Gin - 1
Blaze On - 1
Chalk Dust Torture - 1
Down with Disease - 1
Drift While You're Sleeping - 1
Easy To Slip - 1
Everything's Right - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
Izabella - 1
Julius - 1
Pebbles and Marbles - 1
Prince Caspian - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Runaway Jim - 1
Sand - 1
Slave to the Traffic Light - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
While My Guitar Gently Weeps - 1

Second Set Openers

Down with Disease - 9
Chalk Dust Torture - 5
Punch You in the Eye - 5
Carini - 4
Halley's Comet - 4
Rock and Roll - 3
Tweezer - 3
AC/DC Bag - 2
Crosseyed and Painless - 2
Ghost - 2
Golden Age - 2
Gotta Jibboo - 2
Run Like an Antelope - 2
Sand - 2
A Song I Heard the Ocean Sing - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Birds of a Feather - 1
Blaze On - 1
Drowned - 1
Energy - 1
Everything's Right - 1
Free - 1
Fuego - 1
Gloria (Laura Branigan) - 1
I Never Needed You Like This Before - 1
Life Saving Gun - 1
Light - 1
Mercury - 1
Mike's Song - 1
No Men In No Man's Land - 1
Soul Planet - 1
Split Open and Melt - 1
Suzy Greenberg - 1
The Sloth - 1
The Wedge - 1
Tube - 1
Turtle in the Clouds - 1
Tweezer Reprise - 1
Wolfman's Brother - 1

Second Set Closers

Slave to the Traffic Light - 9
You Enjoy Myself - 6
Character Zero - 4
Harry Hood - 4
First Tube - 3
Possum - 3
Suzy Greenberg - 3
The Squirming Coil - 3
Walls of the Cave - 3
Backwards Down the Number Line - 2
Bug - 2
Cavern - 2
Rock and Roll - 2
Run Like an Antelope - 2
Split Open and Melt - 2
Tweezer Reprise - 2
Weekapaug Groove - 2
46 Days - 1
Bathtub Gin - 1
Blaze On - 1
Chalk Dust Torture - 1
Coconut - 1
David Bowie - 1
Fire - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
I Never Needed You Like This Before - 1
Julius - 1
Kill Devil Falls - 1
Loving Cup - 1
Passing Through - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Show of Life - 1
Twist - 1
Wading in the Velvet Sea - 1

Third Set Openers

No Men In No Man's Land - 1
Set Your Soul Free - 1

Third Set Closers

Backwards Down the Number Line - 1
Run Like an Antelope - 1

Encores

Tweezer Reprise - 12
Bug - 5
Character Zero - 5
Loving Cup - 5
Cavern - 4
Harry Hood - 4
Hold Your Head Up - 4
The Squirming Coil - 4
Contact - 3
First Tube - 3
Golgi Apparatus - 3
Good Times Bad Times - 3
Sanity - 3
Say It To Me S.A.N.T.O.S. - 3
Slave to the Traffic Light - 3
Suzy Greenberg - 3
Waste - 3
A Day in the Life - 2
Bike - 2
Bouncing Around the Room - 2
Farmhouse - 2
Fee - 2
Grind - 2
Joy - 2
Julius - 2
Oh! Sweet Nuthin' - 2
Rock and Roll - 2
Rocky Top - 2
Run Like an Antelope - 2
Sleeping Monkey - 2
Tube - 2
Walls of the Cave - 2
46 Days - 1
Axilla - 1
Bold As Love - 1
Camel Walk - 1
Cities - 1
Drift While You're Sleeping - 1
Fire - 1
Frankenstein - 1
Guyute - 1
Heavy Things - 1
I Am the Walrus - 1
Kung - 1
Limb By Limb - 1
Lonely Trip - 1
Makisupa Policeman - 1
Martian Monster - 1
McGrupp and the Watchful Hosemasters - 1
Meatstick - 1
Miss You - 1
More - 1
My Sweet One - 1
NO2 - 1
On the Road Again - 1
Peaches en Regalia - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rise/Come Together - 1
Saw It Again - 1
Shine a Light - 1
Show of Life - 1
Silent in the Morning - 1
Space Oddity - 1
Sweet Jane - 1
The Horse - 1
The Howling - 1
The Lizards - 1
The Mango Song - 1
The Star-Spangled Banner - 1
Things People Do - 1
Turtle in the Clouds - 1
Twenty Years Later - 1
Wading in the Velvet Sea - 1
Weekapaug Groove - 1
While My Guitar Gently Weeps - 1
Wilson - 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 38 song debuts
0.52 debuts per show.
The most frequently played song you have seen debuted is Say It To Me S.A.N.T.O.S. (51 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Uncle Pen - 1

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

Harry Hood - 19
Chalk Dust Torture - 18
46 Days - 17
Run Like an Antelope - 17
Slave to the Traffic Light - 17
Twist - 17
Light - 16
Mike's Song - 16
Weekapaug Groove - 16
Wolfman's Brother - 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:

Frankenstein - 1
Friday - 1
Magilla - 1
My Mind's Got a Mind of its Own - 1
Nothing - 1
Thunderhead - 1
Uncle Pen - 1

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

Harry Hood - 19
Chalk Dust Torture - 18
Twist - 17
Light - 16
Wolfman's Brother - 16
The Moma Dance - 13
Backwards Down the Number Line - 12
Fuego - 12
Roggae - 12
Blaze On - 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