Shows by day of week

• Sunday- 9
• Monday- 2
• Tuesday- 7
• Wednesday- 12
• Thursday- 7
• Friday- 14
• Saturday- 15

Shows by month

• January -
• February -
• March -
• April - 2
• May -
• June - 2
• July - 21
• August - 19
• September - 1
• October -
• November - 6
• December - 15

Shows by year

• 1996- 1
• 1997- 5
• 1998- 13
• 1999- 9
• 2000- 4
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 0
• 2010- 1
• 2011- 0
• 2012- 0
• 2013- 2
• 2014- 0
• 2015- 2
• 2016- 1
• 2017- 3
• 2018- 0
• 2019- 2
• 2020- 0
• 2021- 3
• 2022- 8
• 2023- 8
• 2024- 4

Most Frequently Played Dates

• 12/30- 5
• 12/29- 4
• 7/30- 3
• 8/11- 3
• 11/21- 2
• 12/31- 2
• 7/19- 2
• 7/21- 2
• 7/29- 2
• 7/31- 2
• 8/10- 2
• 8/14- 2
• 8/6- 2
• 8/9- 2
• 11/18- 1
• 11/19- 1
• 11/20- 1
• 11/22- 1
• 12/15- 1
• 12/17- 1
• 12/18- 1

Shows by States

• NY - 20 (30%)
• PA - 10 (15%)
• MD - 10 (15%)
• VA - 9 (14%)
• NC - 5 (8%)
• NJ - 5 (8%)
• FL - 2 (3%)
• DC - 1 (2%)
• SC - 1 (2%)
• GA - 1 (2%)
• DE - 1 (2%)
• OH - 1 (2%)

Shows by Time Zone

• Eastern - 66 (100%)
• Mountain - 0 (0%)
• Central - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• New York, NY - 16 (24%)
• Columbia, MD - 9 (14%)
• Hampton, VA - 6 (9%)
• Hershey, PA - 4 (6%)
• Burgettstown, PA - 4 (6%)
• Virginia Beach, VA - 3 (5%)
• Camden, NJ - 3 (5%)
• Bethel, NY - 3 (5%)
• Atlantic City, NJ - 2 (3%)
• Wilmington, NC - 2 (3%)
• Big Cypress, FL - 2 (3%)
• Raleigh, NC - 2 (3%)
• Philadelphia, PA - 2 (3%)
• Washington, DC - 1 (2%)
• Greenville, SC - 1 (2%)
• Landover, MD - 1 (2%)
• Vernon, NY - 1 (2%)
• Columbus, OH - 1 (2%)
• Winston-Salem, NC - 1 (2%)
• Atlanta, GA - 1 (2%)
• Dover, DE - 1 (2%)

Shows by Venues

• Madison Square Garden - 16 (24%)
• Merriweather Post Pavilion - 9 (14%)
• Hampton Coliseum - 6 (9%)
• Hersheypark Stadium - 4 (6%)
• Post-Gazette Pavilion at Star Lake - 4 (6%)
• Bethel Woods Center for the Arts - 3 (5%)
• GTE Virginia Beach Amphitheater - 3 (5%)
• Tweeter Center at the Waterfront - 3 (5%)
• Atlantic City Beach - 2 (3%)
• The Mann Center for the Performing Arts - 2 (3%)
• Big Cypress Seminole Indian Reservation - 2 (3%)
• ALLTEL Pavilion - 2 (3%)
• Live Oak Bank Pavilion at Riverfront Park - 2 (3%)
• USAir Arena - 1 (2%)
• BI-LO Center - 1 (2%)
• MCI Center - 1 (2%)
• Polaris Amphitheater - 1 (2%)
• HiFi Buys Amphitheatre - 1 (2%)
• Lawrence Joel Veterans Memorial Coliseum - 1 (2%)
• Vernon Downs - 1 (2%)
• The Woodlands - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 32 (48%)
• After hiatus - 34 (52%)

303 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 19.7.
The average amount of times each song was played is 4.21.
There were 100 onetimers
1302 total songs have been played in the selected shows.

There were 64 two set shows
There were 2 three set shows
1 songs were in a three show rotation.
3 songs were in a four show rotation.
12 songs were in a five show rotation.

Total Times Played

Chalk Dust Torture - 22 (33%)
Character Zero - 19 (28%)
Simple - 17 (25%)
Down with Disease - 16 (24%)
Ghost - 16 (24%)
Slave to the Traffic Light - 16 (24%)
Piper - 15 (22%)
The Moma Dance - 15 (22%)
Harry Hood - 14 (21%)
Mike's Song - 14 (21%)
Stash - 14 (21%)
Weekapaug Groove - 14 (21%)
Also Sprach Zarathustra - 13 (19%)
Bathtub Gin - 13 (19%)
Tweezer - 13 (19%)
Tweezer Reprise - 13 (19%)
Back on the Train - 12 (18%)
Golgi Apparatus - 12 (18%)
Possum - 12 (18%)
46 Days - 11 (16%)
Backwards Down the Number Line - 11 (16%)
Birds of a Feather - 11 (16%)
Funky Bitch - 11 (16%)
Gotta Jibboo - 11 (16%)
Julius - 11 (16%)
Run Like an Antelope - 11 (16%)
Runaway Jim - 11 (16%)
Theme From the Bottom - 11 (16%)
You Enjoy Myself - 11 (16%)
Cavern - 10 (15%)
Free - 10 (15%)
Maze - 10 (15%)
Roggae - 10 (15%)
Sample in a Jar - 10 (15%)
Split Open and Melt - 10 (15%)
Tube - 10 (15%)
Twist - 10 (15%)
David Bowie - 9 (13%)
Farmhouse - 9 (13%)
NICU - 9 (13%)
Suzy Greenberg - 9 (13%)
When the Circus Comes - 9 (13%)
Wilson - 9 (13%)
Wolfman's Brother - 9 (13%)
Bouncing Around the Room - 8 (12%)
Frankenstein - 8 (12%)
Fuego - 8 (12%)
Guyute - 8 (12%)
No Men In No Man's Land - 8 (12%)
Prince Caspian - 8 (12%)
Reba - 8 (12%)
Sand - 8 (12%)
The Wedge - 8 (12%)
AC/DC Bag - 7 (10%)
Bug - 7 (10%)
Cities - 7 (10%)
First Tube - 7 (10%)
Golden Age - 7 (10%)
Gumbo - 7 (10%)
Halley's Comet - 7 (10%)
Hold Your Head Up - 7 (10%)
Limb By Limb - 7 (10%)
Llama - 7 (10%)
Loving Cup - 7 (10%)
Meatstick - 7 (10%)
Taste - 7 (10%)
The Squirming Coil - 7 (10%)
Wading in the Velvet Sea - 7 (10%)
Axilla - 6 (9%)
Bittersweet Motel - 6 (9%)
Blaze On - 6 (9%)
Brian and Robert - 6 (9%)
Carini - 6 (9%)
Foam - 6 (9%)
Lawn Boy - 6 (9%)
Light - 6 (9%)
Meat - 6 (9%)
Punch You in the Eye - 6 (9%)
Silent in the Morning - 6 (9%)
Sparkle - 6 (9%)
The Horse - 6 (9%)
The Lizards - 6 (9%)
Train Song - 6 (9%)
Water in the Sky - 6 (9%)
What's the Use? - 6 (9%)
Boogie On Reggae Woman - 5 (7%)
Drowned - 5 (7%)
Heavy Things - 5 (7%)
It's Ice - 5 (7%)
Izabella - 5 (7%)
Jam - 5 (7%)
Kill Devil Falls - 5 (7%)
My Friend, My Friend - 5 (7%)
My Soul - 5 (7%)
Poor Heart - 5 (7%)
Roses Are Free - 5 (7%)
Say It To Me S.A.N.T.O.S. - 5 (7%)
Sigma Oasis - 5 (7%)
The Curtain - 5 (7%)
The Howling - 5 (7%)
Waste - 5 (7%)
Ya Mar - 5 (7%)
555 - 4 (6%)
A Life Beyond The Dream - 4 (6%)
Big Black Furry Creature from Mars - 4 (6%)
Divided Sky - 4 (6%)
Dogs Stole Things - 4 (6%)
Drift While You're Sleeping - 4 (6%)
Fluffhead - 4 (6%)
Frankie Says - 4 (6%)
Ginseng Sullivan - 4 (6%)
Good Times Bad Times - 4 (6%)
I Am Hydrogen - 4 (6%)
Oblivion - 4 (6%)
Rift - 4 (6%)
Rock and Roll - 4 (6%)
Show of Life - 4 (6%)
Sneakin' Sally Through the Alley - 4 (6%)
Steam - 4 (6%)
Sugar Shack - 4 (6%)
The Mango Song - 4 (6%)
The Old Home Place - 4 (6%)
Walls of the Cave - 4 (6%)
A Song I Heard the Ocean Sing - 3 (4%)
About to Run - 3 (4%)
Albuquerque - 3 (4%)
Avenu Malkenu - 3 (4%)
Back at the Chicken Shack - 3 (4%)
Beauty of My Dreams - 3 (4%)
Beneath a Sea of Stars Part 1 - 3 (4%)
Billy Breathes - 3 (4%)
Bold As Love - 3 (4%)
Cracklin' Rosie - 3 (4%)
Crosseyed and Painless - 3 (4%)
Destiny Unbound - 3 (4%)
Dirt - 3 (4%)
Esther - 3 (4%)
Evolve - 3 (4%)
Fee - 3 (4%)
Guelah Papyrus - 3 (4%)
Horn - 3 (4%)
If I Could - 3 (4%)
Life Saving Gun - 3 (4%)
Lonely Trip - 3 (4%)
More - 3 (4%)
Mountains in the Mist - 3 (4%)
Nellie Kane - 3 (4%)
Scent of a Mule - 3 (4%)
Scents and Subtle Sounds - 3 (4%)
Set Your Soul Free - 3 (4%)
Shine a Light - 3 (4%)
Sleeping Monkey - 3 (4%)
The Man Who Stepped Into Yesterday - 3 (4%)
The Well - 3 (4%)
Twenty Years Later - 3 (4%)
Undermind - 3 (4%)
Waves - 3 (4%)
While My Guitar Gently Weeps - 3 (4%)
A Wave of Hope - 2 (3%)
Auld Lang Syne - 2 (3%)
Axilla (Part II) - 2 (3%)
Beauty of a Broken Heart - 2 (3%)
Buried Alive - 2 (3%)
Cars Trucks Buses - 2 (3%)
Colonel Forbin's Ascent - 2 (3%)
Corinna - 2 (3%)
Crowd Control - 2 (3%)
Death Don't Hurt Very Long - 2 (3%)
Driver - 2 (3%)
Fikus - 2 (3%)
Fly Famous Mockingbird - 2 (3%)
Ha Ha Ha - 2 (3%)
Halfway to the Moon - 2 (3%)
Hello My Baby - 2 (3%)
Hey Stranger - 2 (3%)
I Always Wanted It This Way - 2 (3%)
I Never Needed You Like This Before - 2 (3%)
Joy - 2 (3%)
Leaves - 2 (3%)
Magilla - 2 (3%)
Makisupa Policeman - 2 (3%)
Martian Monster - 2 (3%)
McGrupp and the Watchful Hosemasters - 2 (3%)
Moonage Daydream - 2 (3%)
Rise/Come Together - 2 (3%)
Rocky Top - 2 (3%)
Ruby Waves - 2 (3%)
Sabotage - 2 (3%)
Saw It Again - 2 (3%)
Shade - 2 (3%)
Shafty - 2 (3%)
Sleep - 2 (3%)
Strange Design - 2 (3%)
Strawberry Letter 23 - 2 (3%)
Sweet Adeline - 2 (3%)
The Dogs - 2 (3%)
The Inlaw Josie Wales - 2 (3%)
The Oh Kee Pa Ceremony - 2 (3%)
The Sloth - 2 (3%)
Timber (Jerry the Mule) - 2 (3%)
Turtle in the Clouds - 2 (3%)
Wingsuit - 2 (3%)
Yarmouth Road - 2 (3%)
1999 - 1 (1%)
After Midnight - 1 (1%)
Alumni Blues - 1 (1%)
Amoreena - 1 (1%)
Architect - 1 (1%)
Army of One - 1 (1%)
Been Caught Stealing - 1 (1%)
Big Alligator - 1 (1%)
Black-Eyed Katy - 1 (1%)
Buffalo Bill - 1 (1%)
Burning Down the House - 1 (1%)
Camel Walk - 1 (1%)
Can't Always Listen - 1 (1%)
Carolina - 1 (1%)
Casual Enlightenment - 1 (1%)
Catapult - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Cry Baby Cry - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Dinner and a Movie - 1 (1%)
Dog Faced Boy - 1 (1%)
Dog Log - 1 (1%)
Emotional Rescue - 1 (1%)
Energy - 1 (1%)
Fast Enough for You - 1 (1%)
Fire - 1 (1%)
Friend - 1 (1%)
Gettin' Jiggy Wit' It - 1 (1%)
Glide - 1 (1%)
Gold Soundz - 1 (1%)
Grind - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Heavy Rotation - 1 (1%)
Home - 1 (1%)
Human Nature - 1 (1%)
I Didn't Know - 1 (1%)
In The Good Old Summer Time - 1 (1%)
In the Aeroplane Over the Sea - 1 (1%)
Jennifer Dances - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Kung - 1 (1%)
La Grange - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Love Me - 1 (1%)
Love You - 1 (1%)
Maple Leaf Rag - 1 (1%)
Mercury - 1 (1%)
Mercy - 1 (1%)
Mull - 1 (1%)
My Left Toe - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
My Sweet One - 1 (1%)
No Quarter - 1 (1%)
Nothing - 1 (1%)
O Canada - 1 (1%)
Ocelot - 1 (1%)
Olivia's Pool - 1 (1%)
Over the Rainbow - 1 (1%)
Party Time - 1 (1%)
Passing Through - 1 (1%)
Peaches en Regalia - 1 (1%)
Pebbles and Marbles - 1 (1%)
Pillow Jets - 1 (1%)
Plasma - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Quinn the Eskimo (The Mighty Quinn) - 1 (1%)
Ramble On - 1 (1%)
Rock 'n' Roll Suicide - 1 (1%)
Rock and Roll Part Two - 1 (1%)
Runnin' with the Devil - 1 (1%)
Secret Smile - 1 (1%)
Sexual Healing - 1 (1%)
Something - 1 (1%)
Soul Planet - 1 (1%)
Soul Shakedown Party - 1 (1%)
Space Oddity - 1 (1%)
Steep - 1 (1%)
Sweet Jane - 1 (1%)
Swept Away - 1 (1%)
Talk - 1 (1%)
Tela - 1 (1%)
Terrapin - 1 (1%)
Terrapin Station - 1 (1%)
The Curtain With - 1 (1%)
The Star-Spangled Banner - 1 (1%)
The Wind Cries Mary - 1 (1%)
Time Loves a Hero - 1 (1%)
Trench Town Rock - 1 (1%)
Tubthumping - 1 (1%)
Uncle Pen - 1 (1%)
Vultures - 1 (1%)
Waiting All Night - 1 (1%)
Waking Up Dead - 1 (1%)
Walk Away - 1 (1%)
Weigh - 1 (1%)
Windora Bug - 1 (1%)
Wombat - 1 (1%)
You Sexy Thing - 1 (1%)

First Set Openers

First Tube - 4
Down with Disease - 3
Wilson - 3
AC/DC Bag - 2
Back on the Train - 2
Chalk Dust Torture - 2
Julius - 2
Mike's Song - 2
Water in the Sky - 2
1999 - 1
46 Days - 1
A Wave of Hope - 1
Amoreena - 1
Back at the Chicken Shack - 1
Backwards Down the Number Line - 1
Carini - 1
Cars Trucks Buses - 1
Cavern - 1
Cities - 1
Crowd Control - 1
Emotional Rescue - 1
Free - 1
Ghost - 1
Golgi Apparatus - 1
Happy Birthday to You - 1
Harry Hood - 1
I Never Needed You Like This Before - 1
Kill Devil Falls - 1
La Grange - 1
Limb By Limb - 1
Llama - 1
My Friend, My Friend - 1
O Canada - 1
Piper - 1
Possum - 1
Punch You in the Eye - 1
Rock and Roll Part Two - 1
Runaway Jim - 1
Sample in a Jar - 1
Sand - 1
Space Oddity - 1
Strawberry Letter 23 - 1
Suzy Greenberg - 1
Sweet Adeline - 1
The Curtain With - 1
The Moma Dance - 1
The Oh Kee Pa Ceremony - 1
The Star-Spangled Banner - 1
The Wedge - 1
Trench Town Rock - 1
Turtle in the Clouds - 1
Undermind - 1
You Sexy Thing - 1

First Set Closers

Character Zero - 5
Run Like an Antelope - 5
Blaze On - 3
David Bowie - 3
Golgi Apparatus - 3
Split Open and Melt - 3
Walls of the Cave - 3
46 Days - 2
Bittersweet Motel - 2
Cavern - 2
Drift While You're Sleeping - 2
Ghost - 2
Moonage Daydream - 2
The Squirming Coil - 2
You Enjoy Myself - 2
After Midnight - 1
Bold As Love - 1
Carolina - 1
Fly Famous Mockingbird - 1
Hello My Baby - 1
Izabella - 1
Julius - 1
Life Saving Gun - 1
Maze - 1
My Soul - 1
Possum - 1
Prince Caspian - 1
Reba - 1
Rise/Come Together - 1
Runaway Jim - 1
Sample in a Jar - 1
Sigma Oasis - 1
Slave to the Traffic Light - 1
Stash - 1
Suzy Greenberg - 1
Sweet Adeline - 1
Sweet Jane - 1
The Lizards - 1
Twist - 1
Walk Away - 1

Second Set Openers

Chalk Dust Torture - 5
Down with Disease - 5
Runaway Jim - 4
Also Sprach Zarathustra - 3
Birds of a Feather - 3
Ghost - 3
No Men In No Man's Land - 3
Cavern - 2
Golden Age - 2
Halley's Comet - 2
Mike's Song - 2
Sigma Oasis - 2
The Wedge - 2
Wilson - 2
Wolfman's Brother - 2
AC/DC Bag - 1
Axilla - 1
Bathtub Gin - 1
Big Black Furry Creature from Mars - 1
Buried Alive - 1
Carini - 1
Drowned - 1
First Tube - 1
Gotta Jibboo - 1
I Never Needed You Like This Before - 1
Meatstick - 1
More - 1
NICU - 1
Piper - 1
Punch You in the Eye - 1
Rock and Roll - 1
Sabotage - 1
Sample in a Jar - 1
Sand - 1
The Curtain - 1
The Well - 1
Theme From the Bottom - 1
Timber (Jerry the Mule) - 1
Tweezer - 1

Second Set Closers

Character Zero - 7
Weekapaug Groove - 7
Harry Hood - 5
Chalk Dust Torture - 4
Slave to the Traffic Light - 4
Say It To Me S.A.N.T.O.S. - 3
Suzy Greenberg - 3
Tweezer Reprise - 3
Cavern - 2
Down with Disease - 2
Frankenstein - 2
Golgi Apparatus - 2
You Enjoy Myself - 2
Been Caught Stealing - 1
Bittersweet Motel - 1
Carini - 1
David Bowie - 1
Drift While You're Sleeping - 1
Fluffhead - 1
Good Times Bad Times - 1
Hello My Baby - 1
I Always Wanted It This Way - 1
In The Good Old Summer Time - 1
Light - 1
Loving Cup - 1
Meatstick - 1
Possum - 1
Run Like an Antelope - 1
Scents and Subtle Sounds - 1
Shine a Light - 1
Simple - 1
Split Open and Melt - 1
The Squirming Coil - 1

Third Set Openers

Chalk Dust Torture - 1
Runaway Jim - 1

Third Set Closers

Llama - 1
Weekapaug Groove - 1

Encores

Tweezer Reprise - 9
A Life Beyond The Dream - 4
Character Zero - 4
Loving Cup - 4
Show of Life - 4
Slave to the Traffic Light - 4
You Enjoy Myself - 4
Frankenstein - 3
Good Times Bad Times - 3
Julius - 3
Alumni Blues - 2
Backwards Down the Number Line - 2
Bold As Love - 2
Brian and Robert - 2
More - 2
Possum - 2
Say It To Me S.A.N.T.O.S. - 2
Suzy Greenberg - 2
The Squirming Coil - 2
Wading in the Velvet Sea - 2
Waste - 2
While My Guitar Gently Weeps - 2
Wilson - 2
Big Black Furry Creature from Mars - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Bug - 1
Burning Down the House - 1
Carini - 1
Cavern - 1
Chalk Dust Torture - 1
Dog Faced Boy - 1
Drift While You're Sleeping - 1
Farmhouse - 1
Fire - 1
First Tube - 1
Funky Bitch - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Grind - 1
Gumbo - 1
Guyute - 1
Harry Hood - 1
Heavy Things - 1
Hold Your Head Up - 1
Izabella - 1
Lawn Boy - 1
Letter to Jimmy Page - 1
Lonely Trip - 1
Punch You in the Eye - 1
Rock 'n' Roll Suicide - 1
Rock and Roll - 1
Rocky Top - 1
Run Like an Antelope - 1
Runaway Jim - 1
Runnin' with the Devil - 1
Sabotage - 1
Sleep - 1
Sleeping Monkey - 1
Sneakin' Sally Through the Alley - 1
Strange Design - 1
Terrapin - 1
Terrapin Station - 1
The Howling - 1
The Old Home Place - 1
The Wind Cries Mary - 1
Theme From the Bottom - 1
Tubthumping - 1
Ya Mar - 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 1996

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 27 song debuts
0.41 debuts per show.
The most frequently played song you have seen debuted is Grind (30 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Bittersweet Motel - 6
Punch You in the Eye - 6
Water in the Sky - 6
Jam - 5
The Curtain - 5
Fluffhead - 4
Ginseng Sullivan - 4
Rift - 4
Albuquerque - 3
Back at the Chicken Shack - 3

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

46 Days - 11
Backwards Down the Number Line - 11
Fuego - 8
No Men In No Man's Land - 8
Golden Age - 7
Blaze On - 6
Carini - 6
Light - 6
Kill Devil Falls - 5
Say It To Me S.A.N.T.O.S. - 5

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:

Bittersweet Motel - 6
Punch You in the Eye - 6
Water in the Sky - 6
Jam - 5
The Curtain - 5
Fluffhead - 4
Ginseng Sullivan - 4
Rift - 4
Albuquerque - 3
Back at the Chicken Shack - 3

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

46 Days - 11
Backwards Down the Number Line - 11
Fuego - 8
No Men In No Man's Land - 8
Golden Age - 7
Blaze On - 6
Carini - 6
Light - 6
Kill Devil Falls - 5
Say It To Me S.A.N.T.O.S. - 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