Shows by day of week

• Sunday- 10
• Monday- 0
• Tuesday- 6
• Wednesday- 12
• Thursday- 6
• Friday- 20
• Saturday- 21

Shows by month

• January - 2
• February - 4
• March -
• April -
• May -
• June - 9
• July - 24
• August - 10
• September -
• October - 6
• November - 4
• December - 16

Shows by year

• 1992- 1
• 1993- 0
• 1994- 0
• 1995- 0
• 1996- 0
• 1997- 0
• 1998- 0
• 1999- 0
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 0
• 2010- 1
• 2011- 2
• 2012- 4
• 2013- 8
• 2014- 7
• 2015- 3
• 2016- 7
• 2017- 8
• 2018- 0
• 2019- 2
• 2020- 0
• 2021- 2
• 2022- 8
• 2023- 5
• 2024- 11
• 2025- 6

Most Frequently Played Dates

• 12/28- 8
• 12/29- 5
• 7/19- 4
• 6/24- 3
• 7/18- 3
• 7/20- 3
• 10/31- 2
• 11/1- 2
• 11/2- 2
• 7/16- 2
• 7/21- 2
• 7/24- 2
• 8/7- 2
• 1/1- 1
• 1/2- 1
• 10/10- 1
• 10/11- 1
• 10/25- 1
• 10/26- 1
• 12/30- 1
• 12/31- 1

Shows by States

• NY - 23 (31%)
• IL - 13 (17%)
• OH - 9 (12%)
• PA - 8 (11%)
• Mexico - 4 (5%)
• NV - 3 (4%)
• WI - 3 (4%)
• NJ - 3 (4%)
• CO - 2 (3%)
• MI - 2 (3%)
• IN - 2 (3%)
• MN - 1 (1%)
• MO - 1 (1%)
• CT - 1 (1%)

Shows by Time Zone

• Eastern - 52 (69%)
• Central - 18 (24%)
• Pacific - 3 (4%)
• Mountain - 2 (3%)

Shows by Cities

• New York, NY - 19 (25%)
• Chicago, IL - 13 (17%)
• Cuyahoga Falls, OH - 6 (8%)
• Quintana Roo, Mexico - 4 (5%)
• Atlantic City, NJ - 3 (4%)
• Burgettstown, PA - 3 (4%)
• Las Vegas, NV - 3 (4%)
• Pittsburgh, PA - 3 (4%)
• Dayton, OH - 3 (4%)
• East Troy, WI - 3 (4%)
• Albany, NY - 2 (3%)
• Philadelphia, PA - 2 (3%)
• Noblesville, IN - 2 (3%)
• Clarkston, MI - 2 (3%)
• Boulder, CO - 2 (3%)
• St. Louis, MO - 1 (1%)
• Hartford, CT - 1 (1%)
• Wantagh, NY - 1 (1%)
• St. Paul, MN - 1 (1%)
• Bethel, NY - 1 (1%)

Shows by Venues

• Madison Square Garden - 19 (25%)
• Huntington Bank Pavilion at Northerly Island - 8 (11%)
• Blossom Music Center - 6 (8%)
• Cancun - 4 (5%)
• MGM Grand Garden Arena - 3 (4%)
• Wright State University - 3 (4%)
• Petersen Events Center - 3 (4%)
• Alpine Valley Music Theatre - 3 (4%)
• Boardwalk Hall - 3 (4%)
• United Center - 3 (4%)
• Knickerbocker Arena - 2 (3%)
• Ruoff Music Center - 2 (3%)
• The Mann Center for the Performing Arts - 2 (3%)
• Folsom Field - 2 (3%)
• Wrigley Field - 2 (3%)
• Star Lake Amphitheatre - 2 (3%)
• DTE Energy Music Theatre - 2 (3%)
• The Comcast Theatre - 1 (1%)
• Jones Beach Amphitheater - 1 (1%)
• Xcel Energy Center - 1 (1%)
• Bethel Woods Center for the Arts - 1 (1%)
• Saint Louis University - 1 (1%)
• Post-Gazette Pavilion at Star Lake - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 1 (1%)
• After hiatus - 74 (99%)

311 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 19.8.
The average amount of times each song was played is 4.72.
There were 102 onetimers
1487 total songs have been played in the selected shows.

There were 3 one set shows
There were 68 two set shows
There were 4 three set shows
4 songs were in a four show rotation.
21 songs were in a five show rotation.

Total Times Played

Ghost - 22 (29%)
Bathtub Gin - 20 (26%)
Harry Hood - 20 (26%)
Tube - 20 (26%)
46 Days - 18 (24%)
Possum - 18 (24%)
Stash - 18 (24%)
The Moma Dance - 18 (24%)
Backwards Down the Number Line - 17 (22%)
Cavern - 17 (22%)
Free - 17 (22%)
Twist - 17 (22%)
Down with Disease - 16 (21%)
Sand - 16 (21%)
Wolfman's Brother - 16 (21%)
Chalk Dust Torture - 15 (20%)
Character Zero - 15 (20%)
Fuego - 15 (20%)
Julius - 15 (20%)
Slave to the Traffic Light - 15 (20%)
Tweezer - 15 (20%)
Birds of a Feather - 14 (18%)
Ocelot - 14 (18%)
Prince Caspian - 14 (18%)
Rift - 14 (18%)
Sample in a Jar - 14 (18%)
Theme From the Bottom - 14 (18%)
Tweezer Reprise - 14 (18%)
Back on the Train - 13 (17%)
Blaze On - 13 (17%)
Carini - 13 (17%)
Kill Devil Falls - 13 (17%)
Piper - 13 (17%)
Run Like an Antelope - 13 (17%)
Also Sprach Zarathustra - 12 (16%)
David Bowie - 12 (16%)
Mike's Song - 12 (16%)
No Men In No Man's Land - 12 (16%)
Weekapaug Groove - 12 (16%)
AC/DC Bag - 11 (14%)
Bouncing Around the Room - 11 (14%)
Light - 11 (14%)
Simple - 11 (14%)
555 - 10 (13%)
Funky Bitch - 10 (13%)
Limb By Limb - 10 (13%)
Roggae - 10 (13%)
The Wedge - 10 (13%)
Wilson - 10 (13%)
You Enjoy Myself - 10 (13%)
Everything's Right - 9 (12%)
Golden Age - 9 (12%)
Runaway Jim - 9 (12%)
Silent in the Morning - 9 (12%)
The Line - 9 (12%)
The Lizards - 9 (12%)
Walls of the Cave - 9 (12%)
A Song I Heard the Ocean Sing - 8 (10%)
It's Ice - 8 (10%)
Maze - 8 (10%)
My Friend, My Friend - 8 (10%)
Reba - 8 (10%)
Sigma Oasis - 8 (10%)
Steam - 8 (10%)
A Wave of Hope - 7 (9%)
Bug - 7 (9%)
Crosseyed and Painless - 7 (9%)
First Tube - 7 (9%)
Golgi Apparatus - 7 (9%)
Good Times Bad Times - 7 (9%)
Halfway to the Moon - 7 (9%)
Halley's Comet - 7 (9%)
Heavy Things - 7 (9%)
Stealing Time From the Faulty Plan - 7 (9%)
Divided Sky - 6 (8%)
Horn - 6 (8%)
Lawn Boy - 6 (8%)
Poor Heart - 6 (8%)
Ruby Waves - 6 (8%)
Scent of a Mule - 6 (8%)
Split Open and Melt - 6 (8%)
Suzy Greenberg - 6 (8%)
The Horse - 6 (8%)
The Howling - 6 (8%)
Twenty Years Later - 6 (8%)
Waiting All Night - 6 (8%)
Water in the Sky - 6 (8%)
Wingsuit - 6 (8%)
Your Pet Cat - 6 (8%)
Axilla - 5 (6%)
Cities - 5 (6%)
Farmhouse - 5 (6%)
Foam - 5 (6%)
Fuck Your Face - 5 (6%)
Gumbo - 5 (6%)
Martian Monster - 5 (6%)
My Soul - 5 (6%)
NICU - 5 (6%)
Oblivion - 5 (6%)
Punch You in the Eye - 5 (6%)
Scents and Subtle Sounds - 5 (6%)
Set Your Soul Free - 5 (6%)
The Squirming Coil - 5 (6%)
Undermind - 5 (6%)
Waste - 5 (6%)
Waves - 5 (6%)
What's the Use? - 5 (6%)
Ya Mar - 5 (6%)
Yarmouth Road - 5 (6%)
Axilla (Part II) - 4 (5%)
Fluffhead - 4 (5%)
Gotta Jibboo - 4 (5%)
Guyute - 4 (5%)
I Always Wanted It This Way - 4 (5%)
I Am Hydrogen - 4 (5%)
I Didn't Know - 4 (5%)
Leaves - 4 (5%)
Meatstick - 4 (5%)
Mound - 4 (5%)
Mountains in the Mist - 4 (5%)
Rock and Roll - 4 (5%)
Roses Are Free - 4 (5%)
Say It To Me S.A.N.T.O.S. - 4 (5%)
Shine a Light - 4 (5%)
Sparkle - 4 (5%)
Taste - 4 (5%)
Wading in the Velvet Sea - 4 (5%)
Wombat - 4 (5%)
A Life Beyond The Dream - 3 (4%)
Alaska - 3 (4%)
Brian and Robert - 3 (4%)
Buffalo Bill - 3 (4%)
Buried Alive - 3 (4%)
Camel Walk - 3 (4%)
Cars Trucks Buses - 3 (4%)
Contact - 3 (4%)
Crazy Sometimes - 3 (4%)
Crowd Control - 3 (4%)
Destiny Unbound - 3 (4%)
Devotion To a Dream - 3 (4%)
Dirt - 3 (4%)
Drift While You're Sleeping - 3 (4%)
Esther - 3 (4%)
Grind - 3 (4%)
Hey Stranger - 3 (4%)
I Never Needed You Like This Before - 3 (4%)
Loving Cup - 3 (4%)
Makisupa Policeman - 3 (4%)
Mercury - 3 (4%)
Miss You - 3 (4%)
Monsters - 3 (4%)
More - 3 (4%)
Most Events Aren't Planned - 3 (4%)
My Sweet One - 3 (4%)
Nellie Kane - 3 (4%)
Peaches en Regalia - 3 (4%)
Pillow Jets - 3 (4%)
Plasma - 3 (4%)
Quinn the Eskimo (The Mighty Quinn) - 3 (4%)
Rocky Top - 3 (4%)
Seven Below - 3 (4%)
Sing Monica - 3 (4%)
Sugar Shack - 3 (4%)
The Dogs - 3 (4%)
The Mango Song - 3 (4%)
What's Going Through Your Mind - 3 (4%)
When the Circus Comes - 3 (4%)
Winterqueen - 3 (4%)
Army of One - 2 (2%)
Big Black Furry Creature from Mars - 2 (2%)
Bold As Love - 2 (2%)
Boogie On Reggae Woman - 2 (2%)
Breath and Burning - 2 (2%)
Corinna - 2 (2%)
Dinner and a Movie - 2 (2%)
Dog Faced Boy - 2 (2%)
Driver - 2 (2%)
Evolve - 2 (2%)
Fast Enough for You - 2 (2%)
Fire - 2 (2%)
Frankenstein - 2 (2%)
Frankie Says - 2 (2%)
I Am the Walrus - 2 (2%)
If I Could - 2 (2%)
Joy - 2 (2%)
Life Saving Gun - 2 (2%)
Lifeboy - 2 (2%)
Llama - 2 (2%)
Lonely Trip - 2 (2%)
Mercy - 2 (2%)
Party Time - 2 (2%)
Round Room - 2 (2%)
Sanity - 2 (2%)
Saw It Again - 2 (2%)
Shade - 2 (2%)
Sleeping Monkey - 2 (2%)
Sneakin' Sally Through the Alley - 2 (2%)
Soul Planet - 2 (2%)
Tela - 2 (2%)
The Ballad of Curtis Loew - 2 (2%)
The Final Hurrah - 2 (2%)
The Sloth - 2 (2%)
The Star-Spangled Banner - 2 (2%)
Timber (Jerry the Mule) - 2 (2%)
Train Song - 2 (2%)
Turtle in the Clouds - 2 (2%)
Uncle Pen - 2 (2%)
Vultures - 2 (2%)
Walk Away - 2 (2%)
A Day in the Life - 1 (1%)
About to Run - 1 (1%)
Amidst the Peals of Laughter - 1 (1%)
Ass Handed - 1 (1%)
Auld Lang Syne - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Billy Breathes - 1 (1%)
Bohemian Rhapsody - 1 (1%)
Box of Rain - 1 (1%)
Broken Into Pieces - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Clear Your Mind - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Dear Prudence - 1 (1%)
Dem Bones - 1 (1%)
Dogs Stole Things - 1 (1%)
Egg in a Hole - 1 (1%)
Energy - 1 (1%)
Ether Edge - 1 (1%)
Evening Song - 1 (1%)
Everything In Its Right Place - 1 (1%)
Everything is Hollow - 1 (1%)
Fee - 1 (1%)
Frost - 1 (1%)
Ghosts of the Forest - 1 (1%)
Ginseng Sullivan - 1 (1%)
Glide - 1 (1%)
Guelah Papyrus - 1 (1%)
Ha Ha Ha - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Have Mercy - 1 (1%)
Hold Your Head Up - 1 (1%)
Home - 1 (1%)
How Many People Are You - 1 (1%)
I Found a Reason - 1 (1%)
In The Good Old Summer Time - 1 (1%)
Instant Karma! - 1 (1%)
Intro - 1 (1%)
Is This What You Wanted - 1 (1%)
Izabella - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Jungle Boogie - 1 (1%)
Kung - 1 (1%)
Lengthwise - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Look Out Cleveland - 1 (1%)
Love Is What We Are - 1 (1%)
Marissa - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mexican Cousin - 1 (1%)
Moonage Daydream - 1 (1%)
Mr. Completely - 1 (1%)
Mull - 1 (1%)
No Quarter - 1 (1%)
Nothing - 1 (1%)
On Your Way Down - 1 (1%)
Paul and Silas - 1 (1%)
Pebbles and Marbles - 1 (1%)
Petrichor - 1 (1%)
Pigtail - 1 (1%)
Rise/Come Together - 1 (1%)
Rocket in My Pocket - 1 (1%)
Secret Smile - 1 (1%)
See That My Grave Is Kept Clean - 1 (1%)
Shipwreck - 1 (1%)
Show of Life - 1 (1%)
Skin It Back - 1 (1%)
Snow - 1 (1%)
Soul Shakedown Party - 1 (1%)
Space Oddity - 1 (1%)
Strange Design - 1 (1%)
Strawberry Fields Forever - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Sweet Adeline - 1 (1%)
Sweet Virginia - 1 (1%)
Terrapin - 1 (1%)
The 9th Cube - 1 (1%)
The Birds - 1 (1%)
The Chinese Water Torture - 1 (1%)
The Curtain - 1 (1%)
The Haunted House - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
The Unsafe Bridge - 1 (1%)
The Very Long Fuse - 1 (1%)
The Well - 1 (1%)
Theme from New York, New York - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Timber - 1 (1%)
Time Turns Elastic - 1 (1%)
Torn and Frayed - 1 (1%)
Tuesday - 1 (1%)
Tweezer Reprise Jam - 1 (1%)
Victim - 1 (1%)
Waking Up Dead - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
You Never Know - 1 (1%)

First Set Openers

Sample in a Jar - 4
AC/DC Bag - 3
Buried Alive - 3
The Moma Dance - 3
555 - 2
A Song I Heard the Ocean Sing - 2
Cars Trucks Buses - 2
Cavern - 2
Crowd Control - 2
I Never Needed You Like This Before - 2
Possum - 2
Set Your Soul Free - 2
Simple - 2
Stealing Time From the Faulty Plan - 2
46 Days - 1
Back on the Train - 1
Bathtub Gin - 1
Box of Rain - 1
Carini - 1
Dinner and a Movie - 1
Down with Disease - 1
Evening Song - 1
First Tube - 1
Fluffhead - 1
Free - 1
Fuego - 1
Funky Bitch - 1
Gumbo - 1
Harry Hood - 1
Heavy Things - 1
Kill Devil Falls - 1
Life Saving Gun - 1
Look Out Cleveland - 1
My Soul - 1
My Sweet One - 1
No Men In No Man's Land - 1
Party Time - 1
Pigtail - 1
Prince Caspian - 1
Punch You in the Eye - 1
Runaway Jim - 1
See That My Grave Is Kept Clean - 1
Sigma Oasis - 1
Soul Planet - 1
Soul Shakedown Party - 1
Strawberry Fields Forever - 1
Suzy Greenberg - 1
Sweet Adeline - 1
The Star-Spangled Banner - 1
The Wedge - 1
Tuesday - 1
Tweezer - 1
What's the Use? - 1
Wilson - 1
Wolfman's Brother - 1
Your Pet Cat - 1

First Set Closers

Walls of the Cave - 9
Run Like an Antelope - 8
Cavern - 5
Bathtub Gin - 3
Blaze On - 3
David Bowie - 3
Ghost - 3
Julius - 3
Sand - 3
Weekapaug Groove - 3
Character Zero - 2
Most Events Aren't Planned - 2
Split Open and Melt - 2
Wolfman's Brother - 2
46 Days - 1
A Day in the Life - 1
Axilla (Part II) - 1
Chalk Dust Torture - 1
Drift While You're Sleeping - 1
First Tube - 1
Good Times Bad Times - 1
Grind - 1
Izabella - 1
Life Saving Gun - 1
Meatstick - 1
More - 1
Plasma - 1
Possum - 1
Prince Caspian - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Runaway Jim - 1
Scents and Subtle Sounds - 1
Sigma Oasis - 1
The Squirming Coil - 1
Theme From the Bottom - 1
Tweezer Reprise - 1
Wingsuit - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 9
Carini - 3
Chalk Dust Torture - 3
Mike's Song - 3
No Men In No Man's Land - 3
Back on the Train - 2
Bathtub Gin - 2
Birds of a Feather - 2
Blaze On - 2
Everything's Right - 2
Free - 2
Golden Age - 2
Gotta Jibboo - 2
Prince Caspian - 2
Sand - 2
Sigma Oasis - 2
The Howling - 2
Tweezer - 2
Wilson - 2
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
AC/DC Bag - 1
Axilla (Part II) - 1
Cavern - 1
David Bowie - 1
Dem Bones - 1
Energy - 1
Fuego - 1
Ghost - 1
Intro - 1
Possum - 1
Punch You in the Eye - 1
Rock and Roll - 1
Say It To Me S.A.N.T.O.S. - 1
Set Your Soul Free - 1
Simple - 1
Stealing Time From the Faulty Plan - 1
Tube - 1
Twist - 1
Wingsuit - 1
Wolfman's Brother - 1
You Enjoy Myself - 1

Second Set Closers

Slave to the Traffic Light - 8
Harry Hood - 6
Character Zero - 5
Backwards Down the Number Line - 4
Cavern - 3
David Bowie - 3
Possum - 3
Run Like an Antelope - 3
Split Open and Melt - 3
Tweezer Reprise - 3
You Enjoy Myself - 3
Blaze On - 2
Carini - 2
Chalk Dust Torture - 2
Good Times Bad Times - 2
Bathtub Gin - 1
Bug - 1
Crosseyed and Painless - 1
First Tube - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
I Always Wanted It This Way - 1
I Am the Walrus - 1
I Never Needed You Like This Before - 1
Julius - 1
Kill Devil Falls - 1
Loving Cup - 1
Martian Monster - 1
Prince Caspian - 1
Rock and Roll - 1
Rocky Top - 1
Ruby Waves - 1
Tube - 1
You Never Know - 1

Third Set Openers

Ghost - 2
Meatstick - 1
Punch You in the Eye - 1

Third Set Closers

First Tube - 1
Good Times Bad Times - 1
Run Like an Antelope - 1
Tweezer Reprise - 1

Encores

Tweezer Reprise - 9
Character Zero - 8
Slave to the Traffic Light - 6
Julius - 5
Possum - 5
Bug - 4
46 Days - 3
Buffalo Bill - 3
First Tube - 3
Ghost - 3
Good Times Bad Times - 3
Say It To Me S.A.N.T.O.S. - 3
The Squirming Coil - 3
Tube - 3
Also Sprach Zarathustra - 2
Carini - 2
Esther - 2
Frankenstein - 2
Fuck Your Face - 2
Golgi Apparatus - 2
Grind - 2
Hold Your Head Up - 2
Joy - 2
Loving Cup - 2
Rocky Top - 2
Run Like an Antelope - 2
Shine a Light - 2
Silent in the Morning - 2
Sleeping Monkey - 2
Suzy Greenberg - 2
The Horse - 2
The Lizards - 2
The Wedge - 2
Weekapaug Groove - 2
Wilson - 2
A Life Beyond The Dream - 1
Bathtub Gin - 1
Bold As Love - 1
Bouncing Around the Room - 1
Chalk Dust Torture - 1
Contact - 1
Drift While You're Sleeping - 1
Egg in a Hole - 1
Farmhouse - 1
Fee - 1
Fire - 1
Guyute - 1
Harry Hood - 1
I Am the Walrus - 1
Is This What You Wanted - 1
Limb By Limb - 1
Love Is What We Are - 1
Mercy - 1
More - 1
Mountains in the Mist - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Sanity - 1
Show of Life - 1
Sing Monica - 1
Sneakin' Sally Through the Alley - 1
Space Oddity - 1
Split Open and Melt - 1
Terrapin - 1
The Howling - 1
The Mango Song - 1
The Moma Dance - 1
The Star-Spangled Banner - 1
Things People Do - 1
Waiting All Night - 1
Water in the Sky - 1
When the Circus Comes - 1
While My Guitar Gently Weeps - 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 1992

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 50 song debuts
0.67 debuts per show.
The most frequently played song you have seen debuted is Fuego (95 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Ghost - 22
Bathtub Gin - 20
Harry Hood - 20
Tube - 20
46 Days - 18
Possum - 18
Stash - 18
The Moma Dance - 18
Backwards Down the Number Line - 17
Cavern - 17

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 post-breakup songs that were not seen before:

Ghost - 22
Bathtub Gin - 20
Harry Hood - 20
Tube - 20
46 Days - 18
Possum - 18
Stash - 18
The Moma Dance - 18
Backwards Down the Number Line - 17
Cavern - 17

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