Shows by day of week

• Sunday- 10
• Monday- 3
• Tuesday- 5
• Wednesday- 10
• Thursday- 7
• Friday- 17
• Saturday- 25

Shows by month

• January - 1
• February - 5
• March -
• April - 5
• May -
• June - 3
• July - 19
• August - 15
• September -
• October - 4
• November - 1
• December - 24

Shows by year

• 2000- 1
• 2001- 0
• 2002- 0
• 2003- 3
• 2004- 2
• 2009- 5
• 2010- 2
• 2011- 4
• 2012- 3
• 2013- 6
• 2014- 2
• 2015- 1
• 2016- 4
• 2017- 2
• 2018- 1
• 2019- 6
• 2020- 0
• 2021- 3
• 2022- 10
• 2023- 9
• 2024- 13
• 2025- 0

Most Frequently Played Dates

• 12/30- 9
• 12/29- 6
• 12/28- 5
• 8/15- 3
• 2/24- 2
• 7/22- 2
• 7/23- 2
• 7/3- 2
• 7/5- 2
• 7/6- 2
• 8/14- 2
• 8/2- 2
• 8/5- 2
• 1/1- 1
• 10/18- 1
• 10/19- 1
• 10/20- 1
• 10/26- 1
• 11/27- 1
• 12/1- 1
• 12/3- 1

Shows by States

• NY - 50 (65%)
• NJ - 8 (10%)
• Mexico - 4 (5%)
• VA - 3 (4%)
• CT - 3 (4%)
• MA - 2 (3%)
• NV - 2 (3%)
• ME - 2 (3%)
• VT - 2 (3%)
• MD - 1 (1%)

Shows by Time Zone

• Eastern - 75 (97%)
• Pacific - 2 (3%)
• Mountain - 0 (0%)
• Central - 0 (0%)

Shows by Cities

• New York, NY - 36 (47%)
• Atlantic City, NJ - 5 (6%)
• Quintana Roo, Mexico - 4 (5%)
• Watkins Glen, NY - 3 (4%)
• Hampton, VA - 3 (4%)
• Wantagh, NY - 3 (4%)
• Bethel, NY - 3 (4%)
• Coventry, VT - 2 (3%)
• Uncasville, CT - 2 (3%)
• Albany, NY - 2 (3%)
• Las Vegas, NV - 2 (3%)
• Limestone, ME - 2 (3%)
• Boston, MA - 2 (3%)
• Saratoga Springs, NY - 2 (3%)
• Holmdel, NJ - 2 (3%)
• Hartford, CT - 1 (1%)
• East Rutherford, NJ - 1 (1%)
• Columbia, MD - 1 (1%)
• Uniondale, NY - 1 (1%)

Shows by Venues

• Madison Square Garden - 34 (44%)
• Atlantic City Beach - 5 (6%)
• Cancun - 4 (5%)
• Jones Beach Amphitheater - 3 (4%)
• Watkins Glen International - 3 (4%)
• Bethel Woods Center for the Arts - 3 (4%)
• Hampton Coliseum - 3 (4%)
• Saratoga Performing Arts Center - 2 (3%)
• Loring Commerce Centre - 2 (3%)
• Newport State Airport - 2 (3%)
• Randall's Island - 2 (3%)
• Fenway Park - 2 (3%)
• Garden State Arts Center - 2 (3%)
• Sphere - 2 (3%)
• Mohegan Sun Arena - 2 (3%)
• The Comcast Theatre - 1 (1%)
• Continental Airlines Arena - 1 (1%)
• Merriweather Post Pavilion - 1 (1%)
• Knickerbocker Arena - 1 (1%)
• Pepsi Arena - 1 (1%)
• Nassau Veterans Memorial Coliseum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 1 (1%)
• After hiatus - 76 (99%)

306 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 20.2.
The average amount of times each song was played is 5.01.
There were 95 onetimers
1556 total songs have been played in the selected shows.

There were 2 one set shows
There were 69 two set shows
There were 4 three set shows
There were 2 four set shows
6 songs were in a four show rotation.
21 songs were in a five show rotation.

Total Times Played

Down with Disease - 25 (32%)
Harry Hood - 23 (29%)
Bathtub Gin - 22 (28%)
46 Days - 21 (27%)
Chalk Dust Torture - 21 (27%)
Ghost - 20 (25%)
Carini - 19 (24%)
Back on the Train - 18 (23%)
Tweezer - 18 (23%)
Wolfman's Brother - 18 (23%)
Possum - 17 (22%)
Run Like an Antelope - 17 (22%)
Tweezer Reprise - 17 (22%)
Backwards Down the Number Line - 16 (20%)
Character Zero - 16 (20%)
Free - 16 (20%)
Kill Devil Falls - 16 (20%)
Mike's Song - 16 (20%)
The Moma Dance - 16 (20%)
Tube - 16 (20%)
Weekapaug Groove - 16 (20%)
Simple - 15 (19%)
Slave to the Traffic Light - 15 (19%)
Twist - 15 (19%)
First Tube - 14 (18%)
Golden Age - 14 (18%)
Piper - 14 (18%)
Sample in a Jar - 14 (18%)
Sand - 14 (18%)
Also Sprach Zarathustra - 13 (16%)
Cities - 13 (16%)
Reba - 13 (16%)
Stash - 13 (16%)
Suzy Greenberg - 13 (16%)
Wilson - 13 (16%)
You Enjoy Myself - 13 (16%)
Blaze On - 12 (15%)
Cavern - 12 (15%)
Maze - 12 (15%)
My Friend, My Friend - 12 (15%)
Prince Caspian - 12 (15%)
Rift - 12 (15%)
AC/DC Bag - 11 (14%)
David Bowie - 11 (14%)
Fluffhead - 11 (14%)
Halley's Comet - 11 (14%)
Runaway Jim - 11 (14%)
Axilla - 10 (12%)
Everything's Right - 10 (12%)
Fuego - 10 (12%)
Light - 10 (12%)
More - 10 (12%)
Funky Bitch - 9 (11%)
Gumbo - 9 (11%)
Julius - 9 (11%)
Ruby Waves - 9 (11%)
Split Open and Melt - 9 (11%)
The Wedge - 9 (11%)
Theme From the Bottom - 9 (11%)
A Life Beyond The Dream - 8 (10%)
Bug - 8 (10%)
Farmhouse - 8 (10%)
Gotta Jibboo - 8 (10%)
I Am Hydrogen - 8 (10%)
No Men In No Man's Land - 8 (10%)
Timber (Jerry the Mule) - 8 (10%)
Wading in the Velvet Sea - 8 (10%)
What's the Use? - 8 (10%)
Ya Mar - 8 (10%)
Birds of a Feather - 7 (9%)
Boogie On Reggae Woman - 7 (9%)
Bouncing Around the Room - 7 (9%)
Divided Sky - 7 (9%)
Golgi Apparatus - 7 (9%)
Heavy Things - 7 (9%)
Lonely Trip - 7 (9%)
Loving Cup - 7 (9%)
Ocelot - 7 (9%)
Roggae - 7 (9%)
Scents and Subtle Sounds - 7 (9%)
Set Your Soul Free - 7 (9%)
Sigma Oasis - 7 (9%)
Stealing Time From the Faulty Plan - 7 (9%)
Steam - 7 (9%)
Waves - 7 (9%)
A Wave of Hope - 6 (7%)
About to Run - 6 (7%)
Axilla (Part II) - 6 (7%)
Lawn Boy - 6 (7%)
The Mango Song - 6 (7%)
The Squirming Coil - 6 (7%)
Driver - 5 (6%)
Foam - 5 (6%)
Guyute - 5 (6%)
Halfway to the Moon - 5 (6%)
It's Ice - 5 (6%)
Joy - 5 (6%)
Limb By Limb - 5 (6%)
Martian Monster - 5 (6%)
Mound - 5 (6%)
Mountains in the Mist - 5 (6%)
NICU - 5 (6%)
Plasma - 5 (6%)
Poor Heart - 5 (6%)
Punch You in the Eye - 5 (6%)
Rock and Roll - 5 (6%)
Say It To Me S.A.N.T.O.S. - 5 (6%)
Seven Below - 5 (6%)
Show of Life - 5 (6%)
Silent in the Morning - 5 (6%)
Taste - 5 (6%)
The Howling - 5 (6%)
Twenty Years Later - 5 (6%)
Walls of the Cave - 5 (6%)
When the Circus Comes - 5 (6%)
555 - 4 (5%)
A Song I Heard the Ocean Sing - 4 (5%)
Beneath a Sea of Stars Part 1 - 4 (5%)
Destiny Unbound - 4 (5%)
Drift While You're Sleeping - 4 (5%)
Drowned - 4 (5%)
Evolve - 4 (5%)
Fast Enough for You - 4 (5%)
Good Times Bad Times - 4 (5%)
Hey Stranger - 4 (5%)
I Always Wanted It This Way - 4 (5%)
If I Could - 4 (5%)
Leaves - 4 (5%)
Life Saving Gun - 4 (5%)
Mercy - 4 (5%)
My Soul - 4 (5%)
My Sweet One - 4 (5%)
No Quarter - 4 (5%)
Oblivion - 4 (5%)
Roses Are Free - 4 (5%)
The Horse - 4 (5%)
The Sloth - 4 (5%)
Turtle in the Clouds - 4 (5%)
Undermind - 4 (5%)
Wingsuit - 4 (5%)
Yarmouth Road - 4 (5%)
Army of One - 3 (3%)
Brian and Robert - 3 (3%)
Buried Alive - 3 (3%)
Camel Walk - 3 (3%)
Corinna - 3 (3%)
Crosseyed and Painless - 3 (3%)
Crowd Control - 3 (3%)
Esther - 3 (3%)
Evening Song - 3 (3%)
Fire - 3 (3%)
Horn - 3 (3%)
Meatstick - 3 (3%)
Quinn the Eskimo (The Mighty Quinn) - 3 (3%)
Rise/Come Together - 3 (3%)
Shine a Light - 3 (3%)
Sleeping Monkey - 3 (3%)
Sparkle - 3 (3%)
Sugar Shack - 3 (3%)
Vultures - 3 (3%)
A Day in the Life - 2 (2%)
Alaska - 2 (2%)
All of These Dreams - 2 (2%)
Ass Handed - 2 (2%)
Avenu Malkenu - 2 (2%)
Beauty of a Broken Heart - 2 (2%)
Bold As Love - 2 (2%)
Brother - 2 (2%)
Chalk Dust Torture Reprise - 2 (2%)
Death Don't Hurt Very Long - 2 (2%)
Devotion To a Dream - 2 (2%)
Dinner and a Movie - 2 (2%)
Dirt - 2 (2%)
Energy - 2 (2%)
Fuck Your Face - 2 (2%)
Glide - 2 (2%)
Guelah Papyrus - 2 (2%)
Jam - 2 (2%)
Let Me Lie - 2 (2%)
Llama - 2 (2%)
Meat - 2 (2%)
Mercury - 2 (2%)
Moonage Daydream - 2 (2%)
Most Events Aren't Planned - 2 (2%)
Mull - 2 (2%)
Nellie Kane - 2 (2%)
Party Time - 2 (2%)
Peaches en Regalia - 2 (2%)
Pebbles and Marbles - 2 (2%)
Rocky Top - 2 (2%)
Sanity - 2 (2%)
Saw It Again - 2 (2%)
Sneakin' Sally Through the Alley - 2 (2%)
Soul Planet - 2 (2%)
Soul Shakedown Party - 2 (2%)
Strange Design - 2 (2%)
Tela - 2 (2%)
The Curtain With - 2 (2%)
The Dogs - 2 (2%)
The Lizards - 2 (2%)
The Man Who Stepped Into Yesterday - 2 (2%)
The Old Home Place - 2 (2%)
The Star-Spangled Banner - 2 (2%)
The Well - 2 (2%)
Time Turns Elastic - 2 (2%)
Train Song - 2 (2%)
Two Versions of Me - 2 (2%)
Waiting All Night - 2 (2%)
Walk Away - 2 (2%)
Waste - 2 (2%)
Weigh - 2 (2%)
20-20 Vision - 1 (1%)
Albuquerque - 1 (1%)
Anything But Me - 1 (1%)
Architect - 1 (1%)
Auld Lang Syne - 1 (1%)
Big Balls - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Breath and Burning - 1 (1%)
Broken Into Pieces - 1 (1%)
Buffalo Bill - 1 (1%)
Can't Always Listen - 1 (1%)
Carolina - 1 (1%)
Cars Trucks Buses - 1 (1%)
Chariots of Fire - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool It Down - 1 (1%)
Cool Jerk - 1 (1%)
Cracklin' Rosie - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Discern - 1 (1%)
Dog Faced Boy - 1 (1%)
Dog Log - 1 (1%)
Egg in a Hole Jam - 1 (1%)
Ether Edge - 1 (1%)
Everyday I Have the Blues - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Frankenstein - 1 (1%)
Frankie Says - 1 (1%)
Friday - 1 (1%)
Ginseng Sullivan - 1 (1%)
Grind - 1 (1%)
Guy Forget - 1 (1%)
Ha Ha Ha - 1 (1%)
Happiness Is a Warm Gun - 1 (1%)
Heavy Rotation - 1 (1%)
Hold Your Head Up - 1 (1%)
How Many People Are You - 1 (1%)
I Am the Walrus - 1 (1%)
I Been Around - 1 (1%)
I Didn't Know - 1 (1%)
I Never Needed You Like This Before - 1 (1%)
Izabella - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Lengthwise - 1 (1%)
Life on Mars? - 1 (1%)
Lifeboy - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mellow Mood - 1 (1%)
Mexican Cousin - 1 (1%)
Miss You - 1 (1%)
Monkey Man - 1 (1%)
Monsters - 1 (1%)
Mr. Completely - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
Nothing - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
Olivia's Pool - 1 (1%)
On Your Way Down - 1 (1%)
Paul and Silas - 1 (1%)
Pigtail - 1 (1%)
Rescue Squad - 1 (1%)
Ride Captain Ride - 1 (1%)
Rock Me Baby - 1 (1%)
Round Room - 1 (1%)
Secret Smile - 1 (1%)
Send in the Clowns - 1 (1%)
Shade - 1 (1%)
Skin It Back - 1 (1%)
Sparks - 1 (1%)
Spread It 'Round - 1 (1%)
Storage Jam - 1 (1%)
Strawberry Fields Forever - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Susskind Hotel - 1 (1%)
Takin' Care of Business - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Curtain - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Final Hurrah - 1 (1%)
The Landlady - 1 (1%)
The Line - 1 (1%)
The Thrill is Gone - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Time Loves a Hero - 1 (1%)
Tomorrow's Song - 1 (1%)
Torn and Frayed - 1 (1%)
Tower Jam - 1 (1%)
Tweezer Reprise Jam - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Winterqueen - 1 (1%)
Wombat - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

AC/DC Bag - 5
Possum - 4
Back on the Train - 3
Crowd Control - 3
Down with Disease - 3
Evening Song - 3
Free - 3
Buried Alive - 2
Carini - 2
Chalk Dust Torture - 2
First Tube - 2
Fluffhead - 2
Ghost - 2
Kill Devil Falls - 2
Martian Monster - 2
Mike's Song - 2
Runaway Jim - 2
Sample in a Jar - 2
Simple - 2
46 Days - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Carolina - 1
Cars Trucks Buses - 1
Cities - 1
Daniel Saw the Stone - 1
Everything's Right - 1
Golgi Apparatus - 1
Heavy Things - 1
Julius - 1
Llama - 1
Loving Cup - 1
No Men In No Man's Land - 1
Pigtail - 1
Punch You in the Eye - 1
Set Your Soul Free - 1
Skin It Back - 1
Soul Shakedown Party - 1
Stealing Time From the Faulty Plan - 1
Strawberry Fields Forever - 1
Suzy Greenberg - 1
The Landlady - 1
The Moma Dance - 1
The Star-Spangled Banner - 1
Tube - 1
Turtle in the Clouds - 1
Walls of the Cave - 1
Wolfman's Brother - 1

First Set Closers

Run Like an Antelope - 7
Ghost - 4
Blaze On - 3
Cavern - 3
More - 3
Split Open and Melt - 3
Walls of the Cave - 3
You Enjoy Myself - 3
Character Zero - 2
David Bowie - 2
Drift While You're Sleeping - 2
First Tube - 2
Golgi Apparatus - 2
If I Could - 2
Life Saving Gun - 2
Moonage Daydream - 2
Suzy Greenberg - 2
The Squirming Coil - 2
Weekapaug Groove - 2
46 Days - 1
Axilla (Part II) - 1
Bathtub Gin - 1
Bold As Love - 1
Carini - 1
Fire - 1
Fluffhead - 1
Gotta Jibboo - 1
I Am the Walrus - 1
Julius - 1
Light - 1
Monkey Man - 1
Most Events Aren't Planned - 1
My Soul - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rise/Come Together - 1
Rock Me Baby - 1
Runaway Jim - 1
Sand - 1
Say It To Me S.A.N.T.O.S. - 1
Sigma Oasis - 1
Stash - 1
Taste - 1
Time Turns Elastic - 1
Walk Away - 1
Wolfman's Brother - 1

Second Set Openers

Down with Disease - 9
Chalk Dust Torture - 5
Tweezer - 5
Carini - 3
No Men In No Man's Land - 3
Blaze On - 2
Everything's Right - 2
Prince Caspian - 2
Punch You in the Eye - 2
Sand - 2
Sigma Oasis - 2
The Howling - 2
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
AC/DC Bag - 1
Axilla - 1
Axilla (Part II) - 1
Back on the Train - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Big Balls - 1
Cavern - 1
David Bowie - 1
Energy - 1
Free - 1
Ghost - 1
Golden Age - 1
Halley's Comet - 1
Hey Stranger - 1
I Never Needed You Like This Before - 1
Jam - 1
Mellow Mood - 1
Mike's Song - 1
More - 1
Mr. Completely - 1
My Friend, My Friend - 1
Paul and Silas - 1
Plasma - 1
Runaway Jim - 1
Sample in a Jar - 1
Scents and Subtle Sounds - 1
Set Your Soul Free - 1
Steam - 1
The Wedge - 1
The Well - 1
Twist - 1
Wilson - 1
Wolfman's Brother - 1

Second Set Closers

Harry Hood - 9
Character Zero - 6
Slave to the Traffic Light - 5
David Bowie - 4
Possum - 4
Run Like an Antelope - 4
You Enjoy Myself - 4
First Tube - 3
Backwards Down the Number Line - 2
Cavern - 2
Chalk Dust Torture - 2
Everything's Right - 2
Fluffhead - 2
Loving Cup - 2
Say It To Me S.A.N.T.O.S. - 2
Suzy Greenberg - 2
Tweezer Reprise - 2
Weekapaug Groove - 2
46 Days - 1
Blaze On - 1
Carini - 1
Crosseyed and Painless - 1
Drift While You're Sleeping - 1
Ghost - 1
I Always Wanted It This Way - 1
I Been Around - 1
Light - 1
More - 1
Rocky Top - 1
Shine a Light - 1
Split Open and Melt - 1
The Star-Spangled Banner - 1
Tube - 1
Walls of the Cave - 1

Third Set Openers

46 Days - 1
Fast Enough for You - 1
Golden Age - 1
Rock and Roll - 1
Send in the Clowns - 1
Twist - 1

Third Set Closers

A Day in the Life - 1
Bug - 1
Friday - 1
Run Like an Antelope - 1
Slave to the Traffic Light - 1
You Enjoy Myself - 1

Fourth Set Openers

Storage Jam - 1
Tower Jam - 1

Fourth Set Closers

Sleeping Monkey - 1
Tower Jam - 1

Encores

Tweezer Reprise - 15
A Life Beyond The Dream - 7
Character Zero - 7
Slave to the Traffic Light - 7
First Tube - 6
Harry Hood - 5
Show of Life - 5
Farmhouse - 4
Good Times Bad Times - 4
Loving Cup - 4
Suzy Greenberg - 4
More - 3
Run Like an Antelope - 3
The Squirming Coil - 3
Wilson - 3
46 Days - 2
Bug - 2
Carini - 2
David Bowie - 2
Fire - 2
Fuck Your Face - 2
Shine a Light - 2
Sleeping Monkey - 2
The Mango Song - 2
Wading in the Velvet Sea - 2
When the Circus Comes - 2
A Day in the Life - 1
About to Run - 1
Also Sprach Zarathustra - 1
Backwards Down the Number Line - 1
Bold As Love - 1
Buffalo Bill - 1
Chalk Dust Torture - 1
Cities - 1
Dog Log - 1
Esther - 1
Fluffhead - 1
Frankenstein - 1
Free - 1
Golgi Apparatus - 1
Grind - 1
Gumbo - 1
Guyute - 1
Izabella - 1
Joy - 1
Julius - 1
Lonely Trip - 1
Mercy - 1
Mountains in the Mist - 1
My Sweet One - 1
Peaches en Regalia - 1
Possum - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rescue Squad - 1
Rise/Come Together - 1
Rock and Roll - 1
Rocky Top - 1
Roses Are Free - 1
Runaway Jim - 1
Sanity - 1
Say It To Me S.A.N.T.O.S. - 1
Silent in the Morning - 1
The Curtain With - 1
The Horse - 1
The Lizards - 1
Tube - 1
Weekapaug Groove - 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 2000

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 33 song debuts
0.43 debuts per show.
The most frequently played song you have seen debuted is Kill Devil Falls (118 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Albuquerque - 1

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

46 Days - 21
Ghost - 20
Carini - 19
Back on the Train - 18
Tweezer - 18
Wolfman's Brother - 18
Possum - 17
Run Like an Antelope - 17
Tweezer Reprise - 17
Backwards Down the Number Line - 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:

Albuquerque - 1
Anything But Me - 1
Chariots of Fire - 1
Cool Jerk - 1
Daniel Saw the Stone - 1
Discern - 1
Dog Log - 1
Everyday I Have the Blues - 1
Friday - 1
Mellow Mood - 1

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

Back on the Train - 18
Tweezer - 18
Tweezer Reprise - 17
Backwards Down the Number Line - 16
Kill Devil Falls - 16
The Moma Dance - 16
Tube - 16
Golden Age - 14
Sand - 14
Also Sprach Zarathustra - 13

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