Shows by day of week

• Sunday- 13
• Monday- 0
• Tuesday- 12
• Wednesday- 6
• Thursday- 7
• Friday- 19
• Saturday- 16

Shows by month

• January -
• February - 1
• March -
• April - 2
• May - 3
• June - 14
• July - 24
• August - 13
• September - 2
• October - 8
• November - 2
• December - 4

Shows by year

• 1999- 1
• 2000- 2
• 2001- 0
• 2002- 0
• 2003- 3
• 2004- 2
• 2009- 4
• 2010- 10
• 2011- 7
• 2012- 5
• 2013- 3
• 2014- 1
• 2015- 3
• 2016- 1
• 2017- 0
• 2018- 2
• 2019- 9
• 2020- 0
• 2021- 0
• 2022- 3
• 2023- 2
• 2024- 11
• 2025- 2
• 2026- 2

Most Frequently Played Dates

• 7/6- 3
• 10/26- 2
• 12/28- 2
• 6/22- 2
• 6/7- 2
• 7/1- 2
• 7/24- 2
• 7/5- 2
• 7/7- 2
• 7/8- 2
• 8/17- 2
• 8/18- 2
• 10/16- 1
• 10/17- 1
• 10/22- 1
• 10/25- 1
• 10/27- 1
• 10/8- 1
• 11/29- 1
• 11/30- 1
• 12/1- 1

Shows by States

• NY - 34 (47%)
• MA - 18 (25%)
• CT - 7 (10%)
• DE - 4 (5%)
• RI - 3 (4%)
• NH - 3 (4%)
• NV - 2 (3%)
• ME - 2 (3%)

Shows by Time Zone

• Eastern - 71 (97%)
• Pacific - 2 (3%)
• Mountain - 0 (0%)
• Central - 0 (0%)

Shows by Cities

• Mansfield, MA - 12 (16%)
• Saratoga Springs, NY - 8 (11%)
• Watkins Glen, NY - 6 (8%)
• Albany, NY - 5 (7%)
• Wantagh, NY - 5 (7%)
• Uncasville, CT - 4 (5%)
• Worcester, MA - 4 (5%)
• New York, NY - 4 (5%)
• Dover, DE - 4 (5%)
• Hartford, CT - 3 (4%)
• Manchester, NH - 3 (4%)
• Providence, RI - 3 (4%)
• Bethel, NY - 3 (4%)
• Las Vegas, NV - 2 (3%)
• Limestone, ME - 2 (3%)
• Boston, MA - 2 (3%)
• Uniondale, NY - 2 (3%)
• Darien Center, NY - 1 (1%)

Shows by Venues

• Great Woods Center for the Performing Arts - 12 (16%)
• Saratoga Performing Arts Center - 8 (11%)
• Watkins Glen International - 6 (8%)
• Jones Beach Amphitheater - 5 (7%)
• Madison Square Garden - 4 (5%)
• Worcester Centrum Centre - 4 (5%)
• Mohegan Sun Arena - 4 (5%)
• The Woodlands - 4 (5%)
• The Comcast Theatre - 3 (4%)
• Providence Civic Center - 3 (4%)
• Knickerbocker Arena - 3 (4%)
• Bethel Woods Center for the Arts - 3 (4%)
• Verizon Wireless Arena - 3 (4%)
• Loring Commerce Centre - 2 (3%)
• Pepsi Arena - 2 (3%)
• Fenway Park - 2 (3%)
• Sphere - 2 (3%)
• Nassau Veterans Memorial Coliseum - 2 (3%)
• Darien Lake Performing Arts Center - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 3 (4%)
• After hiatus - 70 (96%)

321 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 21.0.
The average amount of times each song was played is 4.67.
There were 115 onetimers
1536 total songs have been played in the selected shows.

There were 2 one set shows
There were 66 two set shows
There were 2 three set shows
There were 3 four set shows
6 songs were in a four show rotation.
19 songs were in a five show rotation.

Total Times Played

Down with Disease - 22 (30%)
Harry Hood - 21 (28%)
Weekapaug Groove - 20 (27%)
Ghost - 19 (26%)
Mike's Song - 19 (26%)
Possum - 19 (26%)
Back on the Train - 18 (24%)
Also Sprach Zarathustra - 17 (23%)
Carini - 17 (23%)
Free - 17 (23%)
Light - 17 (23%)
Wolfman's Brother - 17 (23%)
Backwards Down the Number Line - 16 (21%)
Bathtub Gin - 16 (21%)
Chalk Dust Torture - 16 (21%)
Rift - 15 (20%)
Run Like an Antelope - 15 (20%)
Stash - 15 (20%)
Suzy Greenberg - 15 (20%)
Character Zero - 14 (19%)
Kill Devil Falls - 14 (19%)
The Moma Dance - 14 (19%)
The Wedge - 14 (19%)
46 Days - 13 (17%)
Bug - 13 (17%)
Cities - 13 (17%)
Piper - 13 (17%)
Prince Caspian - 13 (17%)
Tube - 13 (17%)
Bouncing Around the Room - 12 (16%)
Golgi Apparatus - 12 (16%)
Loving Cup - 12 (16%)
Sample in a Jar - 12 (16%)
Sand - 12 (16%)
Slave to the Traffic Light - 12 (16%)
Tweezer Reprise - 12 (16%)
AC/DC Bag - 11 (15%)
Birds of a Feather - 11 (15%)
David Bowie - 11 (15%)
Divided Sky - 11 (15%)
Julius - 11 (15%)
Maze - 11 (15%)
Meatstick - 11 (15%)
Reba - 11 (15%)
Simple - 11 (15%)
Theme from the Bottom - 11 (15%)
Tweezer - 11 (15%)
Wilson - 11 (15%)
You Enjoy Myself - 11 (15%)
First Tube - 10 (13%)
Funky Bitch - 10 (13%)
Limb By Limb - 10 (13%)
My Friend, My Friend - 10 (13%)
NICU - 10 (13%)
Everything's Right - 9 (12%)
Fuego - 9 (12%)
Ocelot - 9 (12%)
Punch You in the Eye - 9 (12%)
Runaway Jim - 9 (12%)
Boogie On Reggae Woman - 8 (10%)
Cavern - 8 (10%)
Fluffhead - 8 (10%)
Golden Age - 8 (10%)
Gotta Jibboo - 8 (10%)
Halley's Comet - 8 (10%)
I Am Hydrogen - 8 (10%)
No Men In No Man's Land - 8 (10%)
Rock and Roll - 8 (10%)
Split Open and Melt - 8 (10%)
Stealing Time From the Faulty Plan - 8 (10%)
Steam - 8 (10%)
Wading in the Velvet Sea - 8 (10%)
Axilla - 7 (9%)
Blaze On - 7 (9%)
Farmhouse - 7 (9%)
Gumbo - 7 (9%)
Heavy Things - 7 (9%)
Makisupa Policeman - 7 (9%)
Roses Are Free - 7 (9%)
Ruby Waves - 7 (9%)
Scent of a Mule - 7 (9%)
Show of Life - 7 (9%)
Timber (Jerry the Mule) - 7 (9%)
Walls of the Cave - 7 (9%)
Foam - 6 (8%)
Joy - 6 (8%)
Lawn Boy - 6 (8%)
Party Time - 6 (8%)
Plasma - 6 (8%)
Roggae - 6 (8%)
Say It To Me S.A.N.T.O.S. - 6 (8%)
The Mango Song - 6 (8%)
The Squirming Coil - 6 (8%)
Twenty Years Later - 6 (8%)
Ya Mar - 6 (8%)
A Song I Heard the Ocean Sing - 5 (6%)
A Wave of Hope - 5 (6%)
Drowned - 5 (6%)
Halfway to the Moon - 5 (6%)
Horn - 5 (6%)
Martian Monster - 5 (6%)
Mound - 5 (6%)
Mountains in the Mist - 5 (6%)
Poor Heart - 5 (6%)
Saw It Again - 5 (6%)
Scents and Subtle Sounds - 5 (6%)
Set Your Soul Free - 5 (6%)
Twist - 5 (6%)
Waste - 5 (6%)
Waves - 5 (6%)
What's the Use? - 5 (6%)
When the Circus Comes - 5 (6%)
About to Run - 4 (5%)
Army of One - 4 (5%)
Beneath a Sea of Stars Part 1 - 4 (5%)
Buried Alive - 4 (5%)
Camel Walk - 4 (5%)
Crosseyed and Painless - 4 (5%)
Dirt - 4 (5%)
Driver - 4 (5%)
Evolve - 4 (5%)
Hold Your Head Up - 4 (5%)
I Didn't Know - 4 (5%)
It's Ice - 4 (5%)
Llama - 4 (5%)
Mercury - 4 (5%)
More - 4 (5%)
My Soul - 4 (5%)
Oblivion - 4 (5%)
Undermind - 4 (5%)
Walk Away - 4 (5%)
555 - 3 (4%)
A Day in the Life - 3 (4%)
Alaska - 3 (4%)
Contact - 3 (4%)
Dog Faced Boy - 3 (4%)
Drift While You're Sleeping - 3 (4%)
Good Times Bad Times - 3 (4%)
Guyute - 3 (4%)
If I Could - 3 (4%)
Jam - 3 (4%)
Kung - 3 (4%)
Lonely Trip - 3 (4%)
Meat - 3 (4%)
Most Events Aren't Planned - 3 (4%)
Nellie Kane - 3 (4%)
Nothing - 3 (4%)
Peaches en Regalia - 3 (4%)
Pebbles and Marbles - 3 (4%)
Pillow Jets - 3 (4%)
Quinn the Eskimo (The Mighty Quinn) - 3 (4%)
Rocky Top - 3 (4%)
Seven Below - 3 (4%)
Sigma Oasis - 3 (4%)
Silent in the Morning - 3 (4%)
Sleeping Monkey - 3 (4%)
Sneakin' Sally Thru the Alley - 3 (4%)
Sugar Shack - 3 (4%)
The Curtain With - 3 (4%)
The Dogs - 3 (4%)
The Final Hurrah - 3 (4%)
The Horse - 3 (4%)
The Oh Kee Pa Ceremony - 3 (4%)
Torn and Frayed - 3 (4%)
Wingsuit - 3 (4%)
Yarmouth Road - 3 (4%)
A Life Beyond The Dream - 2 (2%)
Access Me - 2 (2%)
Albuquerque - 2 (2%)
All of These Dreams - 2 (2%)
Avenu Malkenu - 2 (2%)
Beauty of a Broken Heart - 2 (2%)
Big Black Furry Creature from Mars - 2 (2%)
Billy Breathes - 2 (2%)
Bold As Love - 2 (2%)
Brian and Robert - 2 (2%)
Brother - 2 (2%)
Cracklin' Rosie - 2 (2%)
Crowd Control - 2 (2%)
Destiny Unbound - 2 (2%)
Energy - 2 (2%)
Evening Song - 2 (2%)
Fast Enough for You - 2 (2%)
Fee - 2 (2%)
Frankenstein - 2 (2%)
Grind - 2 (2%)
Guelah Papyrus - 2 (2%)
Hey Stranger - 2 (2%)
How Many People Are You - 2 (2%)
Lengthwise - 2 (2%)
Mellow Mood - 2 (2%)
Mexican Cousin - 2 (2%)
Monsters - 2 (2%)
Mull - 2 (2%)
Shine a Light - 2 (2%)
Space Oddity - 2 (2%)
Steep - 2 (2%)
Swept Away - 2 (2%)
Taste - 2 (2%)
The Howling - 2 (2%)
The Man Who Stepped Into Yesterday - 2 (2%)
The Old Home Place - 2 (2%)
Turtle in the Clouds - 2 (2%)
Waiting All Night - 2 (2%)
Water in the Sky - 2 (2%)
What's Going Through Your Mind - 2 (2%)
20-20 Vision - 1 (1%)
After Midnight - 1 (1%)
Alumni Blues - 1 (1%)
Architect - 1 (1%)
Ass Handed - 1 (1%)
Axilla (Part II) - 1 (1%)
Big Balls - 1 (1%)
Bike - 1 (1%)
Blister in the Sun - 1 (1%)
Blue Skies - 1 (1%)
Box of Rain - 1 (1%)
Breath and Burning - 1 (1%)
Brief Time - 1 (1%)
Buffalo Bill - 1 (1%)
Bye Bye Foot - 1 (1%)
Cars Trucks Buses - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Chariots of Fire - 1 (1%)
Clone - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool It Down - 1 (1%)
Corinna - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Dinner and a Movie - 1 (1%)
Discern - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Dr. Gabel - 1 (1%)
Drifting - 1 (1%)
Drive-In Jam - 1 (1%)
Drums - 1 (1%)
Egg in a Hole - 1 (1%)
Esther - 1 (1%)
Final Flight - 1 (1%)
Fire - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Frankie Says - 1 (1%)
Friday - 1 (1%)
Ginseng Sullivan - 1 (1%)
Happy Birthday to You - 1 (1%)
Human Nature - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Am the Walrus - 1 (1%)
I Been Around - 1 (1%)
Instant Karma! - 1 (1%)
Izabella - 1 (1%)
La Grange - 1 (1%)
Leaves - 1 (1%)
Let Me Lie - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Life on Mars? - 1 (1%)
Lifeboy - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Lit O Bit - 1 (1%)
Low Rider - 1 (1%)
Manteca - 1 (1%)
Maybe - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mercy - 1 (1%)
Mind Left Body Jam - 1 (1%)
Mock Song - 1 (1%)
Monkey Man - 1 (1%)
Moonage Daydream - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
My Problem Right There - 1 (1%)
My Sweet One - 1 (1%)
Night Nurse - 1 (1%)
No Quarter - 1 (1%)
Paul and Silas - 1 (1%)
Petrichor - 1 (1%)
Pigtail - 1 (1%)
Psycho Killer - 1 (1%)
Rhymes - 1 (1%)
Rise/Come Together - 1 (1%)
Sabotage - 1 (1%)
Sanity - 1 (1%)
Scabbard - 1 (1%)
Secret Smile - 1 (1%)
She Caught the Katy and Left Me a Mule to Ride - 1 (1%)
Sleep - 1 (1%)
Sleep Again - 1 (1%)
Soul Planet - 1 (1%)
Soul Shakedown Party - 1 (1%)
Sparkle - 1 (1%)
Spread It 'Round - 1 (1%)
Storage Jam - 1 (1%)
Strange Design - 1 (1%)
Stray Dog - 1 (1%)
Summer of '89 - 1 (1%)
Susskind Hotel - 1 (1%)
Terrapin - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birdwatcher - 1 (1%)
The Curtain - 1 (1%)
The Inlaw Josie Wales - 1 (1%)
The Line - 1 (1%)
The Lizards - 1 (1%)
The Sloth - 1 (1%)
The Star-Spangled Banner - 1 (1%)
The Tears of a Clown - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Time Loves a Hero - 1 (1%)
Time Turns Elastic - 1 (1%)
Tower Jam - 1 (1%)
Two Versions of Me - 1 (1%)
Vultures - 1 (1%)
We're Not Gonna Take It - 1 (1%)
Weigh - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Wider - 1 (1%)
Wombat - 1 (1%)
Woodlands Jam - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

AC/DC Bag - 6
Free - 4
Buried Alive - 3
Punch You in the Eye - 3
Runaway Jim - 3
Crowd Control - 2
Divided Sky - 2
Down with Disease - 2
Evening Song - 2
Ghost - 2
Grind - 2
Kill Devil Falls - 2
Party Time - 2
Possum - 2
Stealing Time From the Faulty Plan - 2
The Moma Dance - 2
Theme from the Bottom - 2
Turtle in the Clouds - 2
46 Days - 1
After Midnight - 1
Back on the Train - 1
Bouncing Around the Room - 1
Box of Rain - 1
Brother - 1
Carini - 1
Cars Trucks Buses - 1
Daniel Saw the Stone - 1
Energy - 1
Evolve - 1
Fee - 1
First Tube - 1
Fluffhead - 1
Heavy Things - 1
Lit O Bit - 1
Llama - 1
Martian Monster - 1
Mike's Song - 1
Piper - 1
Simple - 1
Soul Shakedown Party - 1
Tube - 1
Tweezer - 1
Tweezer Reprise - 1
Wilson - 1
Wolfman's Brother - 1
You Enjoy Myself - 1

First Set Closers

Run Like an Antelope - 7
Walls of the Cave - 6
Bathtub Gin - 5
David Bowie - 4
Character Zero - 3
Sand - 3
Split Open and Melt - 3
Suzy Greenberg - 3
Cavern - 2
Golgi Apparatus - 2
46 Days - 1
About to Run - 1
Birds of a Feather - 1
Bold As Love - 1
Down with Disease - 1
Drift While You're Sleeping - 1
Fire - 1
Fluffhead - 1
Golden Age - 1
Good Times Bad Times - 1
If I Could - 1
Jam - 1
Julius - 1
La Grange - 1
Light Up Or Leave Me Alone - 1
Maze - 1
Mexican Cousin - 1
Monkey Man - 1
Moonage Daydream - 1
More - 1
Most Events Aren't Planned - 1
My Soul - 1
Possum - 1
Prince Caspian - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock and Roll - 1
Rocky Top - 1
Runaway Jim - 1
Say It To Me S.A.N.T.O.S. - 1
Space Oddity - 1
Stealing Time From the Faulty Plan - 1
The Birdwatcher - 1
Weekapaug Groove - 1
Wilson - 1
Wingsuit - 1

Second Set Openers

Down with Disease - 7
Mike's Song - 6
Carini - 5
Everything's Right - 4
Chalk Dust Torture - 3
Axilla - 2
Blaze On - 2
Ghost - 2
Halley's Comet - 2
Party Time - 2
Rock and Roll - 2
46 Days - 1
A Wave of Hope - 1
Also Sprach Zarathustra - 1
Axilla (Part II) - 1
Back on the Train - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Big Balls - 1
Drift While You're Sleeping - 1
Drowned - 1
Energy - 1
Jam - 1
Lengthwise - 1
Martian Monster - 1
Mellow Mood - 1
More - 1
My Friend, My Friend - 1
No Men In No Man's Land - 1
Plasma - 1
Possum - 1
Prince Caspian - 1
Run Like an Antelope - 1
Runaway Jim - 1
Sand - 1
Set Your Soul Free - 1
Seven Below - 1
Soul Planet - 1
Stash - 1
Suzy Greenberg - 1
The Wedge - 1
Water in the Sky - 1
What's Going Through Your Mind - 1
Wolfman's Brother - 1
You Enjoy Myself - 1

Second Set Closers

Character Zero - 6
Loving Cup - 6
Slave to the Traffic Light - 6
Harry Hood - 5
You Enjoy Myself - 4
David Bowie - 3
Golgi Apparatus - 3
Run Like an Antelope - 3
Weekapaug Groove - 3
Bug - 2
Carini - 2
Chalk Dust Torture - 2
Everything's Right - 2
Fluffhead - 2
Most Events Aren't Planned - 2
Possum - 2
Say It To Me S.A.N.T.O.S. - 2
Split Open and Melt - 2
Also Sprach Zarathustra - 1
Buried Alive - 1
Cavern - 1
Drift While You're Sleeping - 1
Llama - 1
Martian Monster - 1
Prince Caspian - 1
Sample in a Jar - 1
Sand - 1
Show of Life - 1
Stealing Time From the Faulty Plan - 1
The Squirming Coil - 1
The Star-Spangled Banner - 1
Walk Away - 1

Third Set Openers

46 Days - 1
Golden Age - 1
Meatstick - 1
Rock and Roll - 1
Woodlands Jam - 1

Third Set Closers

A Day in the Life - 1
Bug - 1
Run Like an Antelope - 1
Walls of the Cave - 1
Woodlands Jam - 1

Fourth Set Openers

Drive-In Jam - 1
Storage Jam - 1
Tower Jam - 1

Fourth Set Closers

Drive-In Jam - 1
Sleeping Monkey - 1
Tower Jam - 1

Encores

Tweezer Reprise - 13
First Tube - 8
Loving Cup - 6
Julius - 5
Show of Life - 5
Slave to the Traffic Light - 5
Bug - 4
Harry Hood - 4
Suzy Greenberg - 4
The Squirming Coil - 4
Bouncing Around the Room - 3
Character Zero - 3
Possum - 3
Saw It Again - 3
You Enjoy Myself - 3
A Day in the Life - 2
A Life Beyond The Dream - 2
Contact - 2
David Bowie - 2
Driver - 2
Farmhouse - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Kung - 2
Rocky Top - 2
Say It To Me S.A.N.T.O.S. - 2
Shine a Light - 2
Sleeping Monkey - 2
Wilson - 2
About to Run - 1
Backwards Down the Number Line - 1
Big Black Furry Creature from Mars - 1
Bold As Love - 1
Boogie On Reggae Woman - 1
Brief Time - 1
Carini - 1
Dog Log - 1
Foam - 1
Frankenstein - 1
Fuego - 1
Ghost - 1
Gotta Jibboo - 1
I Am the Walrus - 1
Meatstick - 1
More - 1
NICU - 1
Plasma - 1
Punch You in the Eye - 1
Rise/Come Together - 1
Rock and Roll - 1
Roses Are Free - 1
Run Like an Antelope - 1
Sabotage - 1
Sample in a Jar - 1
Sleep - 1
Space Oddity - 1
The Inlaw Josie Wales - 1
The Mango Song - 1
The Oh Kee Pa Ceremony - 1
Tube - 1
Waste - 1
When the Circus Comes - 1
Wombat - 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 36 song debuts
0.49 debuts per show.
The most frequently played song you have seen debuted is Kill Devil Falls (124 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Bike - 1
Ginseng Sullivan - 1
The Inlaw Josie Wales - 1
We're Not Gonna Take It - 1

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

Ghost - 19
Possum - 19
Back on the Train - 18
Free - 17
Light - 17
Backwards Down the Number Line - 16
Bathtub Gin - 16
Rift - 15
Stash - 15
Character Zero - 14

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:

Bike - 1
Blue Skies - 1
Chariots of Fire - 1
Clone - 1
Daniel Saw the Stone - 1
Discern - 1
Dog Log - 1
Drifting - 1
Drums - 1
Final Flight - 1

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

Back on the Train - 18
Free - 17
Light - 17
Backwards Down the Number Line - 16
Bathtub Gin - 16
Rift - 15
Character Zero - 14
Kill Devil Falls - 14
The Wedge - 14
Cities - 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