Shows by day of week

• Sunday- 11
• Monday- 2
• Tuesday- 7
• Wednesday- 7
• Thursday- 5
• Friday- 18
• Saturday- 19

Shows by month

• January -
• February -
• March -
• April -
• May - 3
• June - 6
• July - 11
• August - 10
• September - 1
• October - 13
• November - 4
• December - 21

Shows by year

• 2004- 2
• 2009- 5
• 2010- 14
• 2011- 11
• 2012- 8
• 2013- 5
• 2014- 0
• 2015- 5
• 2016- 5
• 2017- 7
• 2018- 2
• 2019- 5
• 2020- 0
• 2021- 0
• 2022- 0
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 12/31- 7
• 12/30- 5
• 12/29- 4
• 10/31- 3
• 12/28- 3
• 10/30- 2
• 11/1- 2
• 6/7- 2
• 7/3- 2
• 7/9- 2
• 8/14- 2
• 10/16- 1
• 10/17- 1
• 10/22- 1
• 10/23- 1
• 10/24- 1
• 10/25- 1
• 10/26- 1
• 10/29- 1
• 11/2- 1
• 11/28- 1

Shows by States

• NY - 41 (59%)
• MA - 10 (14%)
• NJ - 6 (9%)
• CT - 5 (7%)
• CA - 3 (4%)
• VT - 3 (4%)
• RI - 1 (1%)

Shows by Time Zone

• Eastern - 66 (96%)
• Pacific - 3 (4%)
• Mountain - 0 (0%)
• Central - 0 (0%)

Shows by Cities

• New York, NY - 22 (32%)
• Atlantic City, NJ - 6 (9%)
• Watkins Glen, NY - 6 (9%)
• Worcester, MA - 6 (9%)
• Wantagh, NY - 4 (6%)
• Albany, NY - 3 (4%)
• Hartford, CT - 3 (4%)
• Indio, CA - 3 (4%)
• Bethel, NY - 3 (4%)
• Coventry, VT - 2 (3%)
• Uncasville, CT - 2 (3%)
• Saratoga Springs, NY - 2 (3%)
• Amherst, MA - 2 (3%)
• Boston, MA - 1 (1%)
• Essex Junction, VT - 1 (1%)
• Mansfield, MA - 1 (1%)
• Uniondale, NY - 1 (1%)
• Providence, RI - 1 (1%)

Shows by Venues

• Madison Square Garden - 22 (32%)
• Watkins Glen International - 6 (9%)
• Worcester Centrum Centre - 6 (9%)
• Boardwalk Hall - 6 (9%)
• Jones Beach Amphitheater - 4 (6%)
• Empire Polo Club - 3 (4%)
• The Comcast Theatre - 3 (4%)
• Bethel Woods Center for the Arts - 3 (4%)
• Pepsi Arena - 3 (4%)
• Saratoga Performing Arts Center - 2 (3%)
• Newport State Airport - 2 (3%)
• University of Massachusetts - 2 (3%)
• Mohegan Sun Arena - 2 (3%)
• Providence Civic Center - 1 (1%)
• Great Woods Center for the Performing Arts - 1 (1%)
• Fenway Park - 1 (1%)
• Champlain Valley Exposition - 1 (1%)
• Nassau Veterans Memorial Coliseum - 1 (1%)

347 different songs have been played (35% of songs Phish have played).
The average number of songs per show is 23.4.
The average amount of times each song was played is 4.59.
There were 140 onetimers
1620 total songs have been played in the selected shows.

There were 1 one set shows
There were 53 two set shows
There were 13 three set shows
There were 2 four set shows
1 songs were in a three show rotation.
8 songs were in a four show rotation.
36 songs were in a five show rotation.

Total Times Played

Down with Disease - 23 (33%)
Backwards Down the Number Line - 22 (31%)
Possum - 22 (31%)
The Moma Dance - 21 (30%)
Wolfman's Brother - 21 (30%)
Character Zero - 20 (28%)
Ghost - 20 (28%)
Chalk Dust Torture - 18 (26%)
Bathtub Gin - 17 (24%)
Carini - 17 (24%)
Cavern - 17 (24%)
Julius - 17 (24%)
Mike's Song - 17 (24%)
Slave to the Traffic Light - 17 (24%)
Suzy Greenberg - 17 (24%)
Weekapaug Groove - 17 (24%)
David Bowie - 16 (23%)
Free - 16 (23%)
Harry Hood - 16 (23%)
Light - 16 (23%)
Run Like an Antelope - 16 (23%)
Wilson - 16 (23%)
You Enjoy Myself - 16 (23%)
46 Days - 15 (21%)
Funky Bitch - 15 (21%)
Halley's Comet - 15 (21%)
Piper - 15 (21%)
Prince Caspian - 15 (21%)
Sample in a Jar - 15 (21%)
Tweezer Reprise - 15 (21%)
Back on the Train - 14 (20%)
Kill Devil Falls - 14 (20%)
Ocelot - 14 (20%)
Rift - 14 (20%)
Stash - 14 (20%)
Tweezer - 14 (20%)
Cities - 13 (18%)
Loving Cup - 13 (18%)
Sand - 13 (18%)
Theme From the Bottom - 13 (18%)
AC/DC Bag - 12 (17%)
Also Sprach Zarathustra - 12 (17%)
Fluffhead - 12 (17%)
The Wedge - 12 (17%)
Wading in the Velvet Sea - 12 (17%)
Boogie On Reggae Woman - 11 (15%)
Reba - 11 (15%)
Simple - 11 (15%)
Twist - 11 (15%)
First Tube - 10 (14%)
Golgi Apparatus - 10 (14%)
Gotta Jibboo - 10 (14%)
Maze - 10 (14%)
Poor Heart - 10 (14%)
Rock and Roll - 10 (14%)
Roses Are Free - 10 (14%)
Stealing Time From the Faulty Plan - 10 (14%)
Tube - 10 (14%)
Axilla - 9 (13%)
Birds of a Feather - 9 (13%)
Divided Sky - 9 (13%)
Joy - 9 (13%)
NICU - 9 (13%)
Party Time - 9 (13%)
Punch You in the Eye - 9 (13%)
Roggae - 9 (13%)
Silent in the Morning - 9 (13%)
What's the Use? - 9 (13%)
Alaska - 8 (11%)
Bouncing Around the Room - 8 (11%)
Lawn Boy - 8 (11%)
Meatstick - 8 (11%)
Quinn the Eskimo (The Mighty Quinn) - 8 (11%)
Runaway Jim - 8 (11%)
Show of Life - 8 (11%)
The Horse - 8 (11%)
Auld Lang Syne - 7 (10%)
Limb By Limb - 7 (10%)
Martian Monster - 7 (10%)
Mound - 7 (10%)
My Friend, My Friend - 7 (10%)
Split Open and Melt - 7 (10%)
The Squirming Coil - 7 (10%)
Twenty Years Later - 7 (10%)
Walls of the Cave - 7 (10%)
555 - 6 (8%)
Bug - 6 (8%)
Good Times Bad Times - 6 (8%)
Halfway to the Moon - 6 (8%)
Heavy Things - 6 (8%)
Seven Below - 6 (8%)
Sleeping Monkey - 6 (8%)
Sugar Shack - 6 (8%)
Timber (Jerry the Mule) - 6 (8%)
Walk Away - 6 (8%)
Waves - 6 (8%)
Ya Mar - 6 (8%)
Camel Walk - 5 (7%)
Foam - 5 (7%)
Golden Age - 5 (7%)
Gumbo - 5 (7%)
I Am Hydrogen - 5 (7%)
I Didn't Know - 5 (7%)
Makisupa Policeman - 5 (7%)
No Men In No Man's Land - 5 (7%)
Rocky Top - 5 (7%)
Shine a Light - 5 (7%)
Undermind - 5 (7%)
A Song I Heard the Ocean Sing - 4 (5%)
Army of One - 4 (5%)
Big Black Furry Creature from Mars - 4 (5%)
Blaze On - 4 (5%)
Farmhouse - 4 (5%)
Fuego - 4 (5%)
Scent of a Mule - 4 (5%)
Sparkle - 4 (5%)
Steam - 4 (5%)
Taste - 4 (5%)
The Mango Song - 4 (5%)
The Star-Spangled Banner - 4 (5%)
Vultures - 4 (5%)
Waste - 4 (5%)
When the Circus Comes - 4 (5%)
Avenu Malkenu - 3 (4%)
Beauty of a Broken Heart - 3 (4%)
Brother - 3 (4%)
Buried Alive - 3 (4%)
Cool It Down - 3 (4%)
Crosseyed and Painless - 3 (4%)
Destiny Unbound - 3 (4%)
Drowned - 3 (4%)
Everything's Right - 3 (4%)
Frankenstein - 3 (4%)
Grind - 3 (4%)
Guelah Papyrus - 3 (4%)
Horn - 3 (4%)
I Always Wanted It This Way - 3 (4%)
Kung - 3 (4%)
Let Me Lie - 3 (4%)
More - 3 (4%)
My Soul - 3 (4%)
Nellie Kane - 3 (4%)
Peaches en Regalia - 3 (4%)
Petrichor - 3 (4%)
Pigtail - 3 (4%)
Ride Captain Ride - 3 (4%)
Scents and Subtle Sounds - 3 (4%)
Sneakin' Sally Through the Alley - 3 (4%)
Soul Planet - 3 (4%)
The Curtain With - 3 (4%)
The Lizards - 3 (4%)
The Man Who Stepped Into Yesterday - 3 (4%)
Torn and Frayed - 3 (4%)
Waiting All Night - 3 (4%)
Water in the Sky - 3 (4%)
Wingsuit - 3 (4%)
A Day in the Life - 2 (2%)
All of These Dreams - 2 (2%)
Ass Handed - 2 (2%)
Billy Breathes - 2 (2%)
Bold As Love - 2 (2%)
Breath and Burning - 2 (2%)
Brian and Robert - 2 (2%)
Colonel Forbin's Ascent - 2 (2%)
Contact - 2 (2%)
Corinna - 2 (2%)
Crowd Control - 2 (2%)
Dirt - 2 (2%)
Don't Bogart That Joint - 2 (2%)
Drift While You're Sleeping - 2 (2%)
Driver - 2 (2%)
Fee - 2 (2%)
Fire - 2 (2%)
Fly Famous Mockingbird - 2 (2%)
Guyute - 2 (2%)
Happy Birthday to You - 2 (2%)
Hold Your Head Up - 2 (2%)
It's Ice - 2 (2%)
Jesus Just Left Chicago - 2 (2%)
Lengthwise - 2 (2%)
Manteca - 2 (2%)
McGrupp and the Watchful Hosemasters - 2 (2%)
Mercury - 2 (2%)
Mountains in the Mist - 2 (2%)
My Mind's Got a Mind of its Own - 2 (2%)
My Sweet One - 2 (2%)
No Quarter - 2 (2%)
Pebbles and Marbles - 2 (2%)
Rise/Come Together - 2 (2%)
Ruby Waves - 2 (2%)
Sanity - 2 (2%)
Secret Smile - 2 (2%)
Set Your Soul Free - 2 (2%)
Sleep Again - 2 (2%)
Soul Shakedown Party - 2 (2%)
Susskind Hotel - 2 (2%)
The Dogs - 2 (2%)
The Line - 2 (2%)
The Oh Kee Pa Ceremony - 2 (2%)
The Sloth - 2 (2%)
Things People Do - 2 (2%)
Time Loves a Hero - 2 (2%)
Time Turns Elastic - 2 (2%)
Train Song - 2 (2%)
Uncle Pen - 2 (2%)
Winterqueen - 2 (2%)
Yarmouth Road - 2 (2%)
A Apolitical Blues - 1 (1%)
About to Run - 1 (1%)
After Midnight - 1 (1%)
Albuquerque - 1 (1%)
All Down the Line - 1 (1%)
All That You Dream - 1 (1%)
Alumni Blues - 1 (1%)
Amidst the Peals of Laughter - 1 (1%)
Anything But Me - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Balls - 1 (1%)
Bittersweet Motel - 1 (1%)
Buffalo Bill - 1 (1%)
Burn That Bridge - 1 (1%)
Can't Always Listen - 1 (1%)
Carolina - 1 (1%)
Casino Boogie - 1 (1%)
Catapult - 1 (1%)
Coconut - 1 (1%)
Cool Jerk - 1 (1%)
Day or Night - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Dem Bones - 1 (1%)
Devotion To a Dream - 1 (1%)
Dinner and a Movie - 1 (1%)
Dixie Chicken - 1 (1%)
Dogs Stole Things - 1 (1%)
Drive-In Jam - 1 (1%)
Energy - 1 (1%)
Esther - 1 (1%)
Everything In Its Right Place - 1 (1%)
Fast Enough for You - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Feats Don't Fail Me Now - 1 (1%)
Fly Like an Eagle - 1 (1%)
Frankie Says - 1 (1%)
Friday - 1 (1%)
Frost - 1 (1%)
Fuck Your Face - 1 (1%)
Garden Party - 1 (1%)
Glide - 1 (1%)
Gone - 1 (1%)
Ha Ha Ha - 1 (1%)
Happiness Is a Warm Gun - 1 (1%)
Happy - 1 (1%)
Head Held High - 1 (1%)
Heartbreaker - 1 (1%)
How Many People Are You - 1 (1%)
I Just Want To See His Face - 1 (1%)
Icculus - 1 (1%)
If I Could - 1 (1%)
Instant Karma! - 1 (1%)
Invisible - 1 (1%)
Iron Man - 1 (1%)
Jam - 1 (1%)
Let It Loose - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Life on Mars? - 1 (1%)
Lifeboy - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Llama - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Love You - 1 (1%)
Meat - 1 (1%)
Mercenary Territory - 1 (1%)
Mexican Cousin - 1 (1%)
Middle of the Road - 1 (1%)
Mind Left Body Jam - 1 (1%)
Mock Song - 1 (1%)
Monkey Man - 1 (1%)
Moonage Daydream - 1 (1%)
My Problem Right There - 1 (1%)
Nothing - 1 (1%)
Oh Atlanta - 1 (1%)
Old Folks Boogie - 1 (1%)
Plasma - 1 (1%)
Psycho Killer - 1 (1%)
Purple Rain - 1 (1%)
Ramble On - 1 (1%)
Rescue Squad - 1 (1%)
Rhymes - 1 (1%)
Rip This Joint - 1 (1%)
Rocket in My Pocket - 1 (1%)
Rocks Off - 1 (1%)
Sailin' Shoes - 1 (1%)
Saw It Again - 1 (1%)
Say It To Me S.A.N.T.O.S. - 1 (1%)
Scabbard - 1 (1%)
See That My Grave Is Kept Clean - 1 (1%)
Send in the Clowns - 1 (1%)
Shake Your Coconuts - 1 (1%)
Shake Your Hips - 1 (1%)
She Caught the Katy and Left Me a Mule to Ride - 1 (1%)
Sing Monica - 1 (1%)
Skin It Back - 1 (1%)
Snow - 1 (1%)
Soul Survivor - 1 (1%)
Spanish Moon - 1 (1%)
Sparks - 1 (1%)
Spooky - 1 (1%)
Stairway to Heaven - 1 (1%)
Steep - 1 (1%)
Stop Breaking Down - 1 (1%)
Storage Jam - 1 (1%)
Strange Design - 1 (1%)
Strawberry Fields Forever - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Stray Dog - 1 (1%)
Summer of '89 - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Sweet Adeline - 1 (1%)
Sweet Black Angel - 1 (1%)
Sweet Virginia - 1 (1%)
Swept Away - 1 (1%)
Talk - 1 (1%)
Tela - 1 (1%)
Thank You - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birdwatcher - 1 (1%)
The Curtain - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Final Hurrah - 1 (1%)
The Old Home Place - 1 (1%)
Thread - 1 (1%)
Tide Turns - 1 (1%)
Tripe Face Boogie - 1 (1%)
Tumbling Dice - 1 (1%)
Turd on the Run - 1 (1%)
Tweezer Reprise Jam - 1 (1%)
Ventilator Blues - 1 (1%)
Weigh - 1 (1%)
What Things Seem - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Whole Lotta Love - 1 (1%)
Wider - 1 (1%)
Willin' - 1 (1%)
Wombat - 1 (1%)
You Never Know - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

Punch You in the Eye - 4
AC/DC Bag - 3
Party Time - 3
Sample in a Jar - 3
Buried Alive - 2
Carini - 2
Cavern - 2
Crowd Control - 2
Down with Disease - 2
Kill Devil Falls - 2
Mike's Song - 2
Soul Shakedown Party - 2
The Moma Dance - 2
The Star-Spangled Banner - 2
Alumni Blues - 1
Brother - 1
Carolina - 1
Chalk Dust Torture - 1
Divided Sky - 1
Don't Bogart That Joint - 1
Energy - 1
Fee - 1
Fluffhead - 1
Frankenstein - 1
Free - 1
Funky Bitch - 1
Garden Party - 1
Ghost - 1
Heavy Things - 1
Llama - 1
Martian Monster - 1
Meatstick - 1
Pigtail - 1
Possum - 1
Runaway Jim - 1
See That My Grave Is Kept Clean - 1
Shake Your Coconuts - 1
Simple - 1
Skin It Back - 1
Stealing Time From the Faulty Plan - 1
Strawberry Fields Forever - 1
Sweet Adeline - 1
The Sloth - 1
Theme From the Bottom - 1
Tube - 1
Tweezer - 1
Tweezer Reprise - 1
Walls of the Cave - 1
Water in the Sky - 1
Wilson - 1

First Set Closers

Run Like an Antelope - 8
Bathtub Gin - 7
Character Zero - 7
Walls of the Cave - 5
46 Days - 3
David Bowie - 3
Julius - 3
Cavern - 2
Quinn the Eskimo (The Mighty Quinn) - 2
Suzy Greenberg - 2
The Squirming Coil - 2
You Enjoy Myself - 2
Backwards Down the Number Line - 1
Bold As Love - 1
Fire - 1
First Tube - 1
Fluffhead - 1
Golgi Apparatus - 1
McGrupp and the Watchful Hosemasters - 1
Monkey Man - 1
More - 1
Plasma - 1
Possum - 1
Rise/Come Together - 1
Rock and Roll - 1
Rocky Top - 1
Split Open and Melt - 1
Stealing Time From the Faulty Plan - 1
Taste - 1
The Birdwatcher - 1
The Star-Spangled Banner - 1
Time Turns Elastic - 1
Tweezer Reprise - 1
Weekapaug Groove - 1
Wolfman's Brother - 1

Second Set Openers

Down with Disease - 11
Carini - 5
Chalk Dust Torture - 3
Punch You in the Eye - 3
Tweezer - 3
AC/DC Bag - 2
Ghost - 2
Mike's Song - 2
Party Time - 2
Rock and Roll - 2
Seven Below - 2
Wilson - 2
Wolfman's Brother - 2
Also Sprach Zarathustra - 1
Axilla - 1
Back on the Train - 1
Big Balls - 1
Birds of a Feather - 1
Boogie On Reggae Woman - 1
Crosseyed and Painless - 1
Dem Bones - 1
Drowned - 1
Everything's Right - 1
Fat Man in the Bathtub - 1
Golden Age - 1
Halley's Comet - 1
Jam - 1
Lengthwise - 1
Martian Monster - 1
Possum - 1
Rocks Off - 1
Runaway Jim - 1
Sand - 1
Set Your Soul Free - 1
Soul Planet - 1
The Wedge - 1
Tube - 1
Twist - 1
Waves - 1
Wingsuit - 1

Second Set Closers

Character Zero - 7
You Enjoy Myself - 7
Slave to the Traffic Light - 6
Run Like an Antelope - 5
David Bowie - 4
Fluffhead - 2
Golgi Apparatus - 2
Loving Cup - 2
Possum - 2
Rocky Top - 2
Split Open and Melt - 2
The Squirming Coil - 2
Weekapaug Groove - 2
46 Days - 1
Backwards Down the Number Line - 1
Bug - 1
Buried Alive - 1
Coconut - 1
Drift While You're Sleeping - 1
Feats Don't Fail Me Now - 1
Ghost - 1
Good Times Bad Times - 1
Harry Hood - 1
Julius - 1
Martian Monster - 1
More - 1
Prince Caspian - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Show of Life - 1
Soul Survivor - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
The Star-Spangled Banner - 1
Twist - 1
You Never Know - 1

Third Set Openers

Meatstick - 2
Backwards Down the Number Line - 1
Cavern - 1
Down with Disease - 1
Fast Enough for You - 1
Ghost - 1
Golden Age - 1
No Men In No Man's Land - 1
Party Time - 1
Petrichor - 1
Send in the Clowns - 1
Soul Planet - 1
Tweezer - 1
Twist - 1

Third Set Closers

First Tube - 3
You Enjoy Myself - 3
Slave to the Traffic Light - 2
A Day in the Life - 1
Backwards Down the Number Line - 1
Friday - 1
Grind - 1
Lawn Boy - 1
Run Like an Antelope - 1
Walls of the Cave - 1

Fourth Set Openers

Drive-In Jam - 1
Storage Jam - 1

Fourth Set Closers

Drive-In Jam - 1
Sleeping Monkey - 1

Encores

Tweezer Reprise - 14
Loving Cup - 10
First Tube - 5
Good Times Bad Times - 5
Julius - 5
Sleeping Monkey - 5
Suzy Greenberg - 5
Character Zero - 4
Boogie On Reggae Woman - 3
Harry Hood - 3
Show of Life - 3
Slave to the Traffic Light - 3
Bouncing Around the Room - 2
Contact - 2
Driver - 2
Frankenstein - 2
Grind - 2
Quinn the Eskimo (The Mighty Quinn) - 2
Rocky Top - 2
Saw It Again - 2
Shine a Light - 2
The Squirming Coil - 2
You Enjoy Myself - 2
A Day in the Life - 1
Cavern - 1
Chalk Dust Torture - 1
Cities - 1
Esther - 1
Farmhouse - 1
Foam - 1
Golgi Apparatus - 1
Iron Man - 1
Joy - 1
Kung - 1
More - 1
My Sweet One - 1
Peaches en Regalia - 1
Possum - 1
Rescue Squad - 1
Rise/Come Together - 1
Rock and Roll - 1
Roses Are Free - 1
Secret Smile - 1
Sneakin' Sally Through the Alley - 1
Talk - 1
The Curtain With - 1
The Lizards - 1
The Mango Song - 1
The Oh Kee Pa Ceremony - 1
Tube - 1
While My Guitar Gently Weeps - 1
Wilson - 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 2004

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 78 song debuts
1.13 debuts per show.
The most frequently played song you have seen debuted is Fuego (83 times).

Sort by Earliest debuted Most often played

Breakup Song Breakdown

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

Anything But Me - 1
Cool Jerk - 1
Fast Enough for You - 1
Friday - 1
Glide - 1
The Dickie Scotland Song - 1

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

Backwards Down the Number Line - 22
The Moma Dance - 21
Bathtub Gin - 17
Cavern - 17
Julius - 17
Suzy Greenberg - 17
Light - 16
Funky Bitch - 15
Prince Caspian - 15
Tweezer Reprise - 15

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