Shows by day of week

• Sunday- 6
• Monday- 4
• Tuesday- 11
• Wednesday- 11
• Thursday- 4
• Friday- 12
• Saturday- 22

Shows by month

• January - 1
• February - 1
• March -
• April - 3
• May - 2
• June - 9
• July - 18
• August - 5
• September - 4
• October - 5
• November - 4
• December - 18

Shows by year

• 1996- 1
• 1997- 2
• 1998- 1
• 1999- 6
• 2000- 12
• 2001- 0
• 2002- 0
• 2003- 4
• 2004- 1
• 2009- 3
• 2010- 5
• 2011- 2
• 2012- 2
• 2013- 2
• 2014- 2
• 2015- 2
• 2016- 3
• 2017- 2
• 2018- 3
• 2019- 4
• 2020- 0
• 2021- 0
• 2022- 4
• 2023- 5
• 2024- 4
• 2025- 0

Most Frequently Played Dates

• 12/30- 5
• 12/29- 4
• 12/28- 3
• 10/23- 2
• 12/2- 2
• 6/29- 2
• 7/19- 2
• 7/20- 2
• 7/8- 2
• 8/12- 2
• 1/1- 1
• 10/24- 1
• 10/30- 1
• 10/31- 1
• 11/2- 1
• 11/24- 1
• 11/25- 1
• 11/30- 1
• 12/10- 1
• 12/11- 1
• 12/13- 1

Shows by States

• NY - 20 (29%)
• NJ - 18 (26%)
• PA - 15 (21%)
• MA - 9 (13%)
• RI - 2 (3%)
• CA - 2 (3%)
• TN - 2 (3%)
• CT - 2 (3%)

Shows by Time Zone

• Eastern - 66 (94%)
• Central - 2 (3%)
• Pacific - 2 (3%)
• Mountain - 0 (0%)

Shows by Cities

• New York, NY - 16 (23%)
• Philadelphia, PA - 15 (21%)
• Camden, NJ - 12 (17%)
• Mansfield, MA - 5 (7%)
• Atlantic City, NJ - 4 (6%)
• Holmdel, NJ - 2 (3%)
• Volney, NY - 2 (3%)
• Providence, RI - 2 (3%)
• Albany, NY - 2 (3%)
• Hollywood, CA - 2 (3%)
• Nashville, TN - 2 (3%)
• Boston, MA - 2 (3%)
• Hartford, CT - 2 (3%)
• Amherst, MA - 1 (1%)
• Worcester, MA - 1 (1%)

Shows by Venues

• Madison Square Garden - 14 (20%)
• Tweeter Center at the Waterfront - 12 (17%)
• The Mann Center for the Performing Arts - 8 (11%)
• Great Woods Center for the Performing Arts - 5 (7%)
• Wachovia Spectrum - 5 (7%)
• Boardwalk Hall - 3 (4%)
• The Comcast Theatre - 2 (3%)
• Radio City Music Hall - 2 (3%)
• Providence Civic Center - 2 (3%)
• Hollywood Bowl - 2 (3%)
• Wachovia Center - 2 (3%)
• Pepsi Arena - 2 (3%)
• Oswego County Airport - 2 (3%)
• Ascend Amphitheater - 2 (3%)
• Garden State Arts Center - 2 (3%)
• University of Massachusetts - 1 (1%)
• Worcester Centrum Centre - 1 (1%)
• Bader Field - 1 (1%)
• Fenway Park - 1 (1%)
• FleetCenter - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 22 (31%)
• After hiatus - 48 (69%)

317 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 19.6.
The average amount of times each song was played is 4.26.
There were 112 onetimers
1375 total songs have been played in the selected shows.

There were 1 one set shows
There were 67 two set shows
There were 2 three set shows
6 songs were in a four show rotation.
19 songs were in a five show rotation.

Total Times Played

Down with Disease - 23 (32%)
Ghost - 19 (27%)
Harry Hood - 19 (27%)
Bathtub Gin - 18 (25%)
Chalk Dust Torture - 18 (25%)
Piper - 18 (25%)
David Bowie - 17 (24%)
Weekapaug Groove - 17 (24%)
You Enjoy Myself - 17 (24%)
Mike's Song - 16 (22%)
Run Like an Antelope - 16 (22%)
Also Sprach Zarathustra - 15 (21%)
Character Zero - 15 (21%)
Possum - 15 (21%)
The Moma Dance - 15 (21%)
Tweezer - 15 (21%)
Tweezer Reprise - 15 (21%)
Wolfman's Brother - 15 (21%)
Golgi Apparatus - 14 (20%)
Gotta Jibboo - 13 (18%)
46 Days - 12 (17%)
Birds of a Feather - 12 (17%)
Boogie On Reggae Woman - 12 (17%)
Cavern - 12 (17%)
Sand - 12 (17%)
Twist - 12 (17%)
Wilson - 12 (17%)
Back on the Train - 11 (15%)
Backwards Down the Number Line - 11 (15%)
Free - 11 (15%)
I Am Hydrogen - 11 (15%)
Julius - 11 (15%)
Limb By Limb - 10 (14%)
Prince Caspian - 10 (14%)
Split Open and Melt - 10 (14%)
Stash - 10 (14%)
Theme From the Bottom - 10 (14%)
Tube - 10 (14%)
Divided Sky - 9 (12%)
Farmhouse - 9 (12%)
Funky Bitch - 9 (12%)
Guyute - 9 (12%)
Light - 9 (12%)
Rift - 9 (12%)
Roggae - 9 (12%)
Silent in the Morning - 9 (12%)
The Squirming Coil - 9 (12%)
Waste - 9 (12%)
Bouncing Around the Room - 8 (11%)
First Tube - 8 (11%)
Gumbo - 8 (11%)
Halley's Comet - 8 (11%)
Heavy Things - 8 (11%)
Horn - 8 (11%)
Kill Devil Falls - 8 (11%)
Rock and Roll - 8 (11%)
Suzy Greenberg - 8 (11%)
Taste - 8 (11%)
Axilla - 7 (10%)
Cities - 7 (10%)
Fluffhead - 7 (10%)
Frankenstein - 7 (10%)
Lawn Boy - 7 (10%)
Loving Cup - 7 (10%)
Maze - 7 (10%)
No Men In No Man's Land - 7 (10%)
Reba - 7 (10%)
Simple - 7 (10%)
Slave to the Traffic Light - 7 (10%)
The Horse - 7 (10%)
Bug - 6 (8%)
Crosseyed and Painless - 6 (8%)
Fuego - 6 (8%)
Golden Age - 6 (8%)
Guelah Papyrus - 6 (8%)
My Friend, My Friend - 6 (8%)
My Soul - 6 (8%)
Ocelot - 6 (8%)
Punch You in the Eye - 6 (8%)
Runaway Jim - 6 (8%)
Sample in a Jar - 6 (8%)
Sneakin' Sally Through the Alley - 6 (8%)
Wading in the Velvet Sea - 6 (8%)
Water in the Sky - 6 (8%)
When the Circus Comes - 6 (8%)
Ya Mar - 6 (8%)
AC/DC Bag - 5 (7%)
Big Black Furry Creature from Mars - 5 (7%)
Blaze On - 5 (7%)
Dirt - 5 (7%)
Everything's Right - 5 (7%)
Good Times Bad Times - 5 (7%)
It's Ice - 5 (7%)
Joy - 5 (7%)
Party Time - 5 (7%)
Rocky Top - 5 (7%)
Scent of a Mule - 5 (7%)
Scents and Subtle Sounds - 5 (7%)
Set Your Soul Free - 5 (7%)
Sparkle - 5 (7%)
Stealing Time From the Faulty Plan - 5 (7%)
Sugar Shack - 5 (7%)
The Old Home Place - 5 (7%)
The Sloth - 5 (7%)
The Wedge - 5 (7%)
Walls of the Cave - 5 (7%)
Alaska - 4 (5%)
Beneath a Sea of Stars Part 1 - 4 (5%)
Ginseng Sullivan - 4 (5%)
Halfway to the Moon - 4 (5%)
Jam - 4 (5%)
Makisupa Policeman - 4 (5%)
More - 4 (5%)
Mound - 4 (5%)
NICU - 4 (5%)
Poor Heart - 4 (5%)
Sleeping Monkey - 4 (5%)
Steam - 4 (5%)
The Lizards - 4 (5%)
The Mango Song - 4 (5%)
Train Song - 4 (5%)
Undermind - 4 (5%)
Vultures - 4 (5%)
A Life Beyond The Dream - 3 (4%)
Beauty of My Dreams - 3 (4%)
Buried Alive - 3 (4%)
Camel Walk - 3 (4%)
Carini - 3 (4%)
Catapult - 3 (4%)
Dog Faced Boy - 3 (4%)
Drift While You're Sleeping - 3 (4%)
Drowned - 3 (4%)
Fire - 3 (4%)
Foam - 3 (4%)
Glide - 3 (4%)
Grind - 3 (4%)
Hold Your Head Up - 3 (4%)
I Always Wanted It This Way - 3 (4%)
I Didn't Know - 3 (4%)
Llama - 3 (4%)
Meat - 3 (4%)
Meatstick - 3 (4%)
Mountains in the Mist - 3 (4%)
My Sweet One - 3 (4%)
Quinn the Eskimo (The Mighty Quinn) - 3 (4%)
Saw It Again - 3 (4%)
Say It To Me S.A.N.T.O.S. - 3 (4%)
The Inlaw Josie Wales - 3 (4%)
Twenty Years Later - 3 (4%)
Waves - 3 (4%)
What's the Use? - 3 (4%)
Wingsuit - 3 (4%)
555 - 2 (2%)
A Day in the Life - 2 (2%)
A Wave of Hope - 2 (2%)
About to Run - 2 (2%)
Army of One - 2 (2%)
Ass Handed - 2 (2%)
Axilla (Part II) - 2 (2%)
Back at the Chicken Shack - 2 (2%)
Bold As Love - 2 (2%)
Brian and Robert - 2 (2%)
Cars Trucks Buses - 2 (2%)
Crowd Control - 2 (2%)
Death Don't Hurt Very Long - 2 (2%)
Esther - 2 (2%)
Fast Enough for You - 2 (2%)
Fuck Your Face - 2 (2%)
Ha Ha Ha - 2 (2%)
Have Mercy - 2 (2%)
How Many People Are You - 2 (2%)
If I Could - 2 (2%)
Kung - 2 (2%)
Lonely Trip - 2 (2%)
Martian Monster - 2 (2%)
Mercury - 2 (2%)
Monsters - 2 (2%)
My Mind's Got a Mind of its Own - 2 (2%)
Nellie Kane - 2 (2%)
Oblivion - 2 (2%)
Pebbles and Marbles - 2 (2%)
Plasma - 2 (2%)
Ruby Waves - 2 (2%)
Seven Below - 2 (2%)
Shade - 2 (2%)
Shine a Light - 2 (2%)
Sigma Oasis - 2 (2%)
Sing Monica - 2 (2%)
Soul Planet - 2 (2%)
Space Oddity - 2 (2%)
Steep - 2 (2%)
Strange Design - 2 (2%)
Strawberry Letter 23 - 2 (2%)
Swept Away - 2 (2%)
The Curtain With - 2 (2%)
The Line - 2 (2%)
The Star-Spangled Banner - 2 (2%)
The Well - 2 (2%)
Timber (Jerry the Mule) - 2 (2%)
Time Turns Elastic - 2 (2%)
Turtle in the Clouds - 2 (2%)
Uncle Pen - 2 (2%)
Waiting All Night - 2 (2%)
Walk Away - 2 (2%)
While My Guitar Gently Weeps - 2 (2%)
20-20 Vision - 1 (1%)
A Apolitical Blues - 1 (1%)
Albuquerque - 1 (1%)
All That You Dream - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Anything But Me - 1 (1%)
Avenu Malkenu - 1 (1%)
Bike - 1 (1%)
Billie Jean Jam - 1 (1%)
Billy Breathes - 1 (1%)
Bittersweet Motel - 1 (1%)
Blue Skies - 1 (1%)
Brother - 1 (1%)
Caravan - 1 (1%)
Carolina - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Champagne Supernova - 1 (1%)
Clone - 1 (1%)
Cool It Down - 1 (1%)
Cracklin' Rosie - 1 (1%)
Crossroads - 1 (1%)
Day or Night - 1 (1%)
Devotion To a Dream - 1 (1%)
Dixie Chicken - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Bogart That Joint - 1 (1%)
Drifting - 1 (1%)
Driver - 1 (1%)
Egg in a Hole Jam - 1 (1%)
Evening Song - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Feats Don't Fail Me Now - 1 (1%)
Fee - 1 (1%)
Final Flight - 1 (1%)
Free Bird - 1 (1%)
Free Man in Paris - 1 (1%)
Friday - 1 (1%)
Frost - 1 (1%)
Harpua - 1 (1%)
Heartbreaker - 1 (1%)
Hey Stranger - 1 (1%)
Human Nature - 1 (1%)
I Am the Walrus - 1 (1%)
I'm Blue, I'm Lonesome - 1 (1%)
Icculus - 1 (1%)
If You Need a Fool - 1 (1%)
Izabella - 1 (1%)
La Grange - 1 (1%)
Leaves - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Life Saving Gun - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Love You - 1 (1%)
Low Rider - 1 (1%)
Magilla - 1 (1%)
Manteca - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mellow Mood - 1 (1%)
Mercenary Territory - 1 (1%)
Mexican Cousin - 1 (1%)
Nothing - 1 (1%)
Oh Atlanta - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
Old Folks Boogie - 1 (1%)
On My Knees - 1 (1%)
On Your Way Down - 1 (1%)
Passing Through - 1 (1%)
Petrichor - 1 (1%)
Pillow Jets - 1 (1%)
Ramble On - 1 (1%)
Ride Captain Ride - 1 (1%)
Rise/Come Together - 1 (1%)
Roadrunner - 1 (1%)
Rocket in My Pocket - 1 (1%)
Roses Are Free - 1 (1%)
Rotation Jam - 1 (1%)
Round Room - 1 (1%)
Sailin' Shoes - 1 (1%)
Secret Smile - 1 (1%)
Show of Life - 1 (1%)
Sixteen Candles - 1 (1%)
Skin It Back - 1 (1%)
Sleep Again - 1 (1%)
Smoke on the Water Jam - 1 (1%)
Soul Shakedown Party - 1 (1%)
Spanish Moon - 1 (1%)
Sparks - 1 (1%)
Spock's Brain - 1 (1%)
Spooky - 1 (1%)
Stairway to Heaven - 1 (1%)
Summer of '89 - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Tela - 1 (1%)
Thank You - 1 (1%)
The Curtain - 1 (1%)
The Dogs - 1 (1%)
The Howling - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Rover - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Time Loves a Hero - 1 (1%)
Tripe Face Boogie - 1 (1%)
Weigh - 1 (1%)
Whole Lotta Love - 1 (1%)
Willin' - 1 (1%)
Windora Bug - 1 (1%)
Winterqueen - 1 (1%)
Wombat - 1 (1%)
Yarmouth Road - 1 (1%)
You Ain't Goin' Nowhere - 1 (1%)

First Set Openers

Mike's Song - 4
Buried Alive - 3
Chalk Dust Torture - 3
Punch You in the Eye - 3
Wilson - 3
Crowd Control - 2
Down with Disease - 2
Harry Hood - 2
Kill Devil Falls - 2
The Moma Dance - 2
Tube - 2
AC/DC Bag - 1
Alumni Blues - 1
Axilla - 1
Backwards Down the Number Line - 1
Carini - 1
Carolina - 1
David Bowie - 1
Evening Song - 1
First Tube - 1
Fluffhead - 1
Frankenstein - 1
Funky Bitch - 1
Ghost - 1
Glide - 1
Ha Ha Ha - 1
Llama - 1
Meatstick - 1
Mellow Mood - 1
My Friend, My Friend - 1
My Soul - 1
Party Time - 1
Poor Heart - 1
Possum - 1
Roadrunner - 1
Rock and Roll - 1
Rocky Top - 1
Sample in a Jar - 1
Simple - 1
Soul Planet - 1
Soul Shakedown Party - 1
Space Oddity - 1
Stealing Time From the Faulty Plan - 1
Steam - 1
Strawberry Letter 23 - 1
The Star-Spangled Banner - 1
The Wedge - 1
Theme From the Bottom - 1
Turtle in the Clouds - 1
Tweezer - 1
Tweezer Reprise - 1
Wolfman's Brother - 1
You Enjoy Myself - 1

First Set Closers

Run Like an Antelope - 7
Character Zero - 5
Golgi Apparatus - 4
46 Days - 3
Bathtub Gin - 3
First Tube - 2
Julius - 2
Possum - 2
Split Open and Melt - 2
Suzy Greenberg - 2
The Squirming Coil - 2
Walls of the Cave - 2
You Enjoy Myself - 2
A Wave of Hope - 1
Cavern - 1
Chalk Dust Torture - 1
Down with Disease - 1
Drift While You're Sleeping - 1
Everything's Right - 1
Fluffhead - 1
Free Bird - 1
Ghost - 1
Grind - 1
If I Could - 1
La Grange - 1
Life Saving Gun - 1
Loving Cup - 1
Maze - 1
More - 1
Pebbles and Marbles - 1
Plasma - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock and Roll - 1
Say It To Me S.A.N.T.O.S. - 1
Space Oddity - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
Taste - 1
The Curtain With - 1
The Rover - 1
The Star-Spangled Banner - 1
Theme From the Bottom - 1
Tweezer Reprise - 1
Weekapaug Groove - 1
Wilson - 1

Second Set Openers

Down with Disease - 10
Gotta Jibboo - 6
Chalk Dust Torture - 4
Bathtub Gin - 3
Birds of a Feather - 3
David Bowie - 2
Ghost - 2
Mike's Song - 2
No Men In No Man's Land - 2
Piper - 2
Runaway Jim - 2
Sand - 2
Tweezer - 2
46 Days - 1
AC/DC Bag - 1
Back on the Train - 1
Blaze On - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Crosseyed and Painless - 1
Everything's Right - 1
Fat Man in the Bathtub - 1
Free - 1
Fuego - 1
Funky Bitch - 1
Golden Age - 1
Halley's Comet - 1
Julius - 1
More - 1
Possum - 1
Rock and Roll - 1
Sample in a Jar - 1
Set Your Soul Free - 1
Stash - 1
Suzy Greenberg - 1
The Well - 1
Tube - 1
Twist - 1
Wilson - 1
You Enjoy Myself - 1

Second Set Closers

Character Zero - 7
Harry Hood - 6
You Enjoy Myself - 5
David Bowie - 4
Slave to the Traffic Light - 4
Weekapaug Groove - 4
Run Like an Antelope - 3
Cavern - 2
Chalk Dust Torture - 2
Rocky Top - 2
Tweezer Reprise - 2
Walls of the Cave - 2
Waste - 2
46 Days - 1
Backwards Down the Number Line - 1
Bittersweet Motel - 1
Crosseyed and Painless - 1
Down with Disease - 1
Feats Don't Fail Me Now - 1
First Tube - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Guyute - 1
Harpua - 1
I Always Wanted It This Way - 1
Joy - 1
Llama - 1
Rock and Roll - 1
Say It To Me S.A.N.T.O.S. - 1
Scents and Subtle Sounds - 1
Sneakin' Sally Through the Alley - 1
Split Open and Melt - 1
The Squirming Coil - 1
Tweezer - 1
Wading in the Velvet Sea - 1

Third Set Openers

Down with Disease - 1
My Soul - 1

Third Set Closers

Fluffhead - 1
You Enjoy Myself - 1

Encores

Tweezer Reprise - 9
Loving Cup - 6
Good Times Bad Times - 4
Run Like an Antelope - 4
Bug - 3
Harry Hood - 3
Julius - 3
Possum - 3
Sleeping Monkey - 3
The Squirming Coil - 3
A Life Beyond The Dream - 2
Bold As Love - 2
David Bowie - 2
Drift While You're Sleeping - 2
Fire - 2
First Tube - 2
Frankenstein - 2
Grind - 2
Joy - 2
Lawn Boy - 2
More - 2
Rocky Top - 2
Shine a Light - 2
Suzy Greenberg - 2
Waste - 2
While My Guitar Gently Weeps - 2
Wilson - 2
46 Days - 1
A Day in the Life - 1
Big Black Furry Creature from Mars - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Cavern - 1
Chalk Dust Torture - 1
Character Zero - 1
Crossroads - 1
Divided Sky - 1
Farmhouse - 1
Fuck Your Face - 1
Ginseng Sullivan - 1
Golgi Apparatus - 1
Heavy Things - 1
I Am the Walrus - 1
Kung - 1
Mountains in the Mist - 1
Oh! Sweet Nuthin' - 1
Plasma - 1
Ride Captain Ride - 1
Rise/Come Together - 1
Rock and Roll - 1
Sample in a Jar - 1
Say It To Me S.A.N.T.O.S. - 1
Secret Smile - 1
Silent in the Morning - 1
Slave to the Traffic Light - 1
The Inlaw Josie Wales - 1
Wading in the Velvet Sea - 1
Weekapaug Groove - 1
When the Circus Comes - 1
Wombat - 1
You Enjoy Myself - 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

Songs played in consecutive shows

Longest Existing Gaps

Debut Count

You saw 43 song debuts
0.61 debuts per show.
The most frequently played song you have seen debuted is Joy (57 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

My Soul - 6
Ginseng Sullivan - 4
Jam - 4
Beauty of My Dreams - 3
The Inlaw Josie Wales - 3
Back at the Chicken Shack - 2
Brian and Robert - 2
Cars Trucks Buses - 2
Have Mercy - 2
My Mind's Got a Mind of its Own - 2

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

46 Days - 12
Backwards Down the Number Line - 11
Light - 9
Kill Devil Falls - 8
Suzy Greenberg - 8
No Men In No Man's Land - 7
Crosseyed and Painless - 6
Fuego - 6
Golden Age - 6
Ocelot - 6

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:

My Soul - 6
Ginseng Sullivan - 4
Jam - 4
Makisupa Policeman - 4
Beauty of My Dreams - 3
Catapult - 3
The Inlaw Josie Wales - 3
Back at the Chicken Shack - 2
Brian and Robert - 2
Cars Trucks Buses - 2

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

46 Days - 12
Backwards Down the Number Line - 11
Light - 9
Kill Devil Falls - 8
Suzy Greenberg - 8
No Men In No Man's Land - 7
Crosseyed and Painless - 6
Fuego - 6
Golden Age - 6
Ocelot - 6

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