Shows by day of week

• Sunday- 16
• Monday- 1
• Tuesday- 7
• Wednesday- 7
• Thursday- 7
• Friday- 15
• Saturday- 18

Shows by month

• January - 3
• February -
• March -
• April -
• May - 3
• June - 5
• July - 22
• August - 19
• September - 1
• October - 4
• November -
• December - 14

Shows by year

• 1999- 2
• 2000- 1
• 2001- 0
• 2002- 0
• 2003- 6
• 2004- 3
• 2009- 2
• 2010- 7
• 2011- 9
• 2012- 1
• 2013- 4
• 2014- 7
• 2015- 5
• 2016- 12
• 2017- 4
• 2018- 2
• 2019- 0
• 2020- 0
• 2021- 2
• 2022- 2
• 2023- 2
• 2024- 0

Most Frequently Played Dates

• 12/31- 6
• 12/30- 4
• 7/3- 3
• 1/1- 2
• 12/28- 2
• 12/29- 2
• 6/20- 2
• 7/1- 2
• 7/2- 2
• 7/23- 2
• 7/5- 2
• 7/7- 2
• 8/13- 2
• 8/26- 2
• 1/2- 1
• 10/16- 1
• 10/17- 1
• 10/20- 1
• 10/22- 1
• 5/27- 1
• 5/28- 1

Shows by States

• NY - 54 (76%)
• FL - 6 (8%)
• VA - 2 (3%)
• PA - 2 (3%)
• ME - 2 (3%)
• IN - 2 (3%)
• VT - 2 (3%)
• OH - 1 (1%)

Shows by Time Zone

• Eastern - 71 (100%)
• Mountain - 0 (0%)
• Central - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• New York, NY - 17 (24%)
• Saratoga Springs, NY - 15 (21%)
• Watkins Glen, NY - 6 (8%)
• Bethel, NY - 5 (7%)
• Miami, FL - 4 (6%)
• Darien Center, NY - 3 (4%)
• Hershey, PA - 2 (3%)
• Arrington, VA - 2 (3%)
• Coventry, VT - 2 (3%)
• Albany, NY - 2 (3%)
• Big Cypress, FL - 2 (3%)
• Limestone, ME - 2 (3%)
• Noblesville, IN - 2 (3%)
• Syracuse, NY - 2 (3%)
• Canandaigua, NY - 2 (3%)
• Rochester, NY - 1 (1%)
• Dayton, OH - 1 (1%)
• Utica, NY - 1 (1%)

Shows by Venues

• Saratoga Performing Arts Center - 15 (21%)
• Madison Square Garden - 14 (20%)
• Watkins Glen International - 6 (8%)
• Bethel Woods Center for the Arts - 5 (7%)
• American Airlines Arena - 4 (6%)
• Darien Lake Performing Arts Center - 3 (4%)
• Randall's Island - 3 (4%)
• Loring Commerce Centre - 2 (3%)
• Newport State Airport - 2 (3%)
• Hersheypark Stadium - 2 (3%)
• Ruoff Music Center - 2 (3%)
• Pepsi Arena - 2 (3%)
• Big Cypress Seminole Indian Reservation - 2 (3%)
• Finger Lakes Performing Arts Center - 2 (3%)
• Oak Ridge Farm - 2 (3%)
• Lakeview Amphitheater - 2 (3%)
• Wright State University - 1 (1%)
• BlueCross Arena - 1 (1%)
• Utica Memorial Auditorium - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 3 (4%)
• After hiatus - 68 (96%)

318 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 22.4.
The average amount of times each song was played is 4.92.
There were 113 onetimers
1593 total songs have been played in the selected shows.

There were 59 two set shows
There were 9 three set shows
There were 3 four set shows
10 songs were in a four show rotation.
21 songs were in a five show rotation.

Total Times Played

Possum - 21 (29%)
Down with Disease - 20 (28%)
Chalk Dust Torture - 19 (26%)
Ghost - 19 (26%)
Bathtub Gin - 18 (25%)
Character Zero - 18 (25%)
David Bowie - 18 (25%)
Free - 18 (25%)
Run Like an Antelope - 18 (25%)
Wolfman's Brother - 18 (25%)
46 Days - 17 (23%)
Sample in a Jar - 17 (23%)
Twist - 17 (23%)
You Enjoy Myself - 17 (23%)
Harry Hood - 16 (22%)
Light - 16 (22%)
The Moma Dance - 16 (22%)
Wilson - 16 (22%)
Backwards Down the Number Line - 15 (21%)
First Tube - 15 (21%)
Slave to the Traffic Light - 15 (21%)
Prince Caspian - 14 (19%)
Theme From the Bottom - 14 (19%)
Tube - 14 (19%)
Tweezer Reprise - 14 (19%)
AC/DC Bag - 13 (18%)
Piper - 13 (18%)
Runaway Jim - 13 (18%)
Simple - 13 (18%)
Suzy Greenberg - 13 (18%)
Also Sprach Zarathustra - 12 (16%)
Carini - 12 (16%)
Lawn Boy - 12 (16%)
Limb By Limb - 12 (16%)
Mike's Song - 12 (16%)
Ocelot - 12 (16%)
Reba - 12 (16%)
Rift - 12 (16%)
Tweezer - 12 (16%)
Weekapaug Groove - 12 (16%)
Axilla - 11 (15%)
Cities - 11 (15%)
Divided Sky - 11 (15%)
Gotta Jibboo - 11 (15%)
Joy - 11 (15%)
Maze - 11 (15%)
Meatstick - 11 (15%)
NICU - 11 (15%)
Rock and Roll - 11 (15%)
Back on the Train - 10 (14%)
Birds of a Feather - 10 (14%)
Cavern - 10 (14%)
Drowned - 10 (14%)
Fuego - 10 (14%)
Golden Age - 10 (14%)
Golgi Apparatus - 10 (14%)
Halley's Comet - 10 (14%)
Julius - 10 (14%)
Kill Devil Falls - 10 (14%)
My Friend, My Friend - 10 (14%)
Sand - 10 (14%)
Scent of a Mule - 10 (14%)
The Wedge - 10 (14%)
Wading in the Velvet Sea - 10 (14%)
Heavy Things - 9 (12%)
Loving Cup - 9 (12%)
Punch You in the Eye - 9 (12%)
Stash - 9 (12%)
Walls of the Cave - 9 (12%)
555 - 8 (11%)
Boogie On Reggae Woman - 8 (11%)
Bouncing Around the Room - 8 (11%)
Bug - 8 (11%)
Good Times Bad Times - 8 (11%)
Horn - 8 (11%)
I Didn't Know - 8 (11%)
Poor Heart - 8 (11%)
Roggae - 8 (11%)
Silent in the Morning - 8 (11%)
Split Open and Melt - 8 (11%)
Stealing Time From the Faulty Plan - 8 (11%)
The Horse - 8 (11%)
Crosseyed and Painless - 7 (9%)
Fluffhead - 7 (9%)
Funky Bitch - 7 (9%)
Halfway to the Moon - 7 (9%)
No Men In No Man's Land - 7 (9%)
Undermind - 7 (9%)
Waves - 7 (9%)
What's the Use? - 7 (9%)
Ya Mar - 7 (9%)
A Song I Heard the Ocean Sing - 6 (8%)
Auld Lang Syne - 6 (8%)
Farmhouse - 6 (8%)
Gumbo - 6 (8%)
It's Ice - 6 (8%)
Martian Monster - 6 (8%)
Show of Life - 6 (8%)
Steam - 6 (8%)
Sugar Shack - 6 (8%)
The Mango Song - 6 (8%)
The Squirming Coil - 6 (8%)
Wingsuit - 6 (8%)
Army of One - 5 (7%)
Blaze On - 5 (7%)
Fire - 5 (7%)
Frankenstein - 5 (7%)
Guyute - 5 (7%)
Makisupa Policeman - 5 (7%)
Mound - 5 (7%)
My Soul - 5 (7%)
Roses Are Free - 5 (7%)
Scents and Subtle Sounds - 5 (7%)
Seven Below - 5 (7%)
Timber (Jerry the Mule) - 5 (7%)
Waiting All Night - 5 (7%)
Water in the Sky - 5 (7%)
Brian and Robert - 4 (5%)
Buffalo Bill - 4 (5%)
Crowd Control - 4 (5%)
Guelah Papyrus - 4 (5%)
Hold Your Head Up - 4 (5%)
I Am Hydrogen - 4 (5%)
Jam - 4 (5%)
Llama - 4 (5%)
Meat - 4 (5%)
My Sweet One - 4 (5%)
Party Time - 4 (5%)
Peaches en Regalia - 4 (5%)
Rocky Top - 4 (5%)
Saw It Again - 4 (5%)
Sparkle - 4 (5%)
The Ballad of Curtis Loew - 4 (5%)
The Line - 4 (5%)
The Lizards - 4 (5%)
Twenty Years Later - 4 (5%)
Walk Away - 4 (5%)
Waste - 4 (5%)
Winterqueen - 4 (5%)
Wombat - 4 (5%)
Yarmouth Road - 4 (5%)
A Day in the Life - 3 (4%)
Anything But Me - 3 (4%)
Bold As Love - 3 (4%)
Breath and Burning - 3 (4%)
Camel Walk - 3 (4%)
Contact - 3 (4%)
Dog Faced Boy - 3 (4%)
Fast Enough for You - 3 (4%)
Foam - 3 (4%)
Fuck Your Face - 3 (4%)
Grind - 3 (4%)
Happy Birthday to You - 3 (4%)
McGrupp and the Watchful Hosemasters - 3 (4%)
Quinn the Eskimo (The Mighty Quinn) - 3 (4%)
Sleeping Monkey - 3 (4%)
Soul Shakedown Party - 3 (4%)
Taste - 3 (4%)
The Star-Spangled Banner - 3 (4%)
Train Song - 3 (4%)
Uncle Pen - 3 (4%)
Vultures - 3 (4%)
When the Circus Comes - 3 (4%)
A Life Beyond The Dream - 2 (2%)
After Midnight - 2 (2%)
Alaska - 2 (2%)
Albuquerque - 2 (2%)
Big Black Furry Creature from Mars - 2 (2%)
Brother - 2 (2%)
Cars Trucks Buses - 2 (2%)
Corinna - 2 (2%)
Crazy Sometimes - 2 (2%)
Destiny Unbound - 2 (2%)
Devotion To a Dream - 2 (2%)
Dinner and a Movie - 2 (2%)
Dirt - 2 (2%)
Everything's Right - 2 (2%)
Fee - 2 (2%)
Friday - 2 (2%)
Ha Ha Ha - 2 (2%)
How Many People Are You - 2 (2%)
I Been Around - 2 (2%)
Kung - 2 (2%)
Love You - 2 (2%)
Manteca - 2 (2%)
Mellow Mood - 2 (2%)
Miss You - 2 (2%)
Mountains in the Mist - 2 (2%)
Nellie Kane - 2 (2%)
No Quarter - 2 (2%)
Pebbles and Marbles - 2 (2%)
Petrichor - 2 (2%)
Secret Smile - 2 (2%)
Set Your Soul Free - 2 (2%)
Sing Monica - 2 (2%)
Sneakin' Sally Through the Alley - 2 (2%)
Strange Design - 2 (2%)
The Curtain - 2 (2%)
The Dogs - 2 (2%)
The Inlaw Josie Wales - 2 (2%)
The Oh Kee Pa Ceremony - 2 (2%)
The Sloth - 2 (2%)
Torn and Frayed - 2 (2%)
Weigh - 2 (2%)
Your Pet Cat - 2 (2%)
All of These Dreams - 1 (1%)
Architect - 1 (1%)
Ass Handed - 1 (1%)
Avenu Malkenu - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Big Alligator - 1 (1%)
Big Balls - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Bittersweet Motel - 1 (1%)
Blister in the Sun - 1 (1%)
Buried Alive - 1 (1%)
Burn That Bridge - 1 (1%)
Can't Always Listen - 1 (1%)
Carolina - 1 (1%)
Catapult - 1 (1%)
Chariots of Fire - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool Jerk - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Dem Bones - 1 (1%)
Discern - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Bogart That Joint - 1 (1%)
Drive-In Jam - 1 (1%)
Driver - 1 (1%)
Energy - 1 (1%)
Evening Song - 1 (1%)
Everything In Its Right Place - 1 (1%)
Evolve - 1 (1%)
Feel the Heat - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Frankie Says - 1 (1%)
Friends - 1 (1%)
Frost - 1 (1%)
Glide - 1 (1%)
Gone - 1 (1%)
Harpua - 1 (1%)
Have Mercy - 1 (1%)
Highway to Hell - 1 (1%)
How High the Moon - 1 (1%)
I Am the Walrus - 1 (1%)
I Kissed a Girl - 1 (1%)
Iron Man - 1 (1%)
Izabella - 1 (1%)
Jungle Boogie - 1 (1%)
L.A. Woman - 1 (1%)
Let's Go - 1 (1%)
Life on Mars? - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Lonely Trip - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Mercury - 1 (1%)
Mind Left Body Jam - 1 (1%)
Mock Song - 1 (1%)
Monkey Man - 1 (1%)
More - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mr. Completely - 1 (1%)
NO2 - 1 (1%)
Oblivion - 1 (1%)
On the Road Again - 1 (1%)
P-Funk Medley - 1 (1%)
Pillow Jets - 1 (1%)
Plasma - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Ride Captain Ride - 1 (1%)
Rise/Come Together - 1 (1%)
Round Room - 1 (1%)
Ruby Waves - 1 (1%)
Sabotage - 1 (1%)
Sanity - 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%)
Shafty - 1 (1%)
Shine a Light - 1 (1%)
Sigma Oasis - 1 (1%)
Sleep Again - 1 (1%)
Soul Planet - 1 (1%)
Space Oddity - 1 (1%)
Sparks - 1 (1%)
Spread It 'Round - 1 (1%)
Starman - 1 (1%)
Steep - 1 (1%)
Storage Jam - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Adeline - 1 (1%)
Swept Away - 1 (1%)
Tela - 1 (1%)
The Birds - 1 (1%)
The Connection - 1 (1%)
The Curtain With - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Landlady - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Old Home Place - 1 (1%)
Things People Do - 1 (1%)
Tide Turns - 1 (1%)
Timber - 1 (1%)
Time Loves a Hero - 1 (1%)
Time Turns Elastic - 1 (1%)
Tower Jam - 1 (1%)
Tuesday - 1 (1%)
Turtle in the Clouds - 1 (1%)
Tweezer Reprise Jam - 1 (1%)
Two Versions of Me - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
You Sexy Thing - 1 (1%)

First Set Openers

AC/DC Bag - 6
Crowd Control - 4
Punch You in the Eye - 3
Sample in a Jar - 3
The Moma Dance - 3
Wilson - 3
My Soul - 2
Runaway Jim - 2
Soul Shakedown Party - 2
Stealing Time From the Faulty Plan - 2
The Star-Spangled Banner - 2
Brother - 1
Buried Alive - 1
Carolina - 1
Chalk Dust Torture - 1
Daniel Saw the Stone - 1
David Bowie - 1
Divided Sky - 1
Dogs Stole Things - 1
Don't Bogart That Joint - 1
Evening Song - 1
Farmhouse - 1
First Tube - 1
Free - 1
Golgi Apparatus - 1
Grind - 1
Happy Birthday to You - 1
Kill Devil Falls - 1
Llama - 1
Mike's Song - 1
Nellie Kane - 1
Piper - 1
Possum - 1
Rift - 1
Sand - 1
See That My Grave Is Kept Clean - 1
Simple - 1
Sweet Adeline - 1
The Connection - 1
The Landlady - 1
The Wedge - 1
Theme From the Bottom - 1
Tube - 1
Tuesday - 1
Tweezer - 1
Tweezer Reprise - 1
Walls of the Cave - 1
Water in the Sky - 1
You Sexy Thing - 1
Your Pet Cat - 1

First Set Closers

Run Like an Antelope - 8
Walls of the Cave - 6
David Bowie - 5
Character Zero - 4
Bathtub Gin - 3
Cavern - 3
Possum - 3
Split Open and Melt - 3
Bold As Love - 2
First Tube - 2
The Squirming Coil - 2
46 Days - 1
After Midnight - 1
Also Sprach Zarathustra - 1
Drowned - 1
Fire - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Harry Hood - 1
Izabella - 1
Jam - 1
Julius - 1
Kill Devil Falls - 1
Maze - 1
Monkey Man - 1
Plasma - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock and Roll - 1
Runaway Jim - 1
Space Oddity - 1
Stash - 1
Suzy Greenberg - 1
Taste - 1
Time Turns Elastic - 1
Tube - 1
Tweezer Reprise - 1
Walk Away - 1
Weekapaug Groove - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 10
Drowned - 5
Carini - 4
Chalk Dust Torture - 3
Backwards Down the Number Line - 2
Crosseyed and Painless - 2
Ghost - 2
No Men In No Man's Land - 2
Punch You in the Eye - 2
Rock and Roll - 2
Tweezer - 2
Wilson - 2
Wolfman's Brother - 2
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Bathtub Gin - 1
Big Balls - 1
Dem Bones - 1
Energy - 1
Fuego - 1
Golden Age - 1
Gotta Jibboo - 1
Halley's Comet - 1
Jam - 1
Martian Monster - 1
Meatstick - 1
Mellow Mood - 1
Mike's Song - 1
Mr. Completely - 1
Party Time - 1
Possum - 1
Prince Caspian - 1
Runaway Jim - 1
Sand - 1
Set Your Soul Free - 1
Seven Below - 1
Simple - 1
Soul Shakedown Party - 1
Stash - 1
Steam - 1
Suzy Greenberg - 1
The Wedge - 1
Theme From the Bottom - 1
Tube - 1

Second Set Closers

You Enjoy Myself - 9
Slave to the Traffic Light - 7
Character Zero - 4
Harry Hood - 4
Chalk Dust Torture - 3
David Bowie - 3
Loving Cup - 3
Possum - 3
Run Like an Antelope - 3
Cavern - 2
First Tube - 2
Fluffhead - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Rocky Top - 2
Show of Life - 2
Weekapaug Groove - 2
A Day in the Life - 1
Carini - 1
Down with Disease - 1
Fire - 1
Frankenstein - 1
Ghost - 1
Julius - 1
Martian Monster - 1
Meatstick - 1
More - 1
Prince Caspian - 1
Suzy Greenberg - 1
The Squirming Coil - 1
The Star-Spangled Banner - 1
Tweezer Reprise - 1
Twist - 1

Third Set Openers

Meatstick - 2
46 Days - 1
Cavern - 1
Chalk Dust Torture - 1
Fast Enough for You - 1
Golden Age - 1
Jungle Boogie - 1
No Men In No Man's Land - 1
Petrichor - 1
Rock and Roll - 1
Twist - 1

Third Set Closers

First Tube - 2
Run Like an Antelope - 2
A Day in the Life - 1
Backwards Down the Number Line - 1
Bug - 1
Friday - 1
Grind - 1
Slave to the Traffic Light - 1
Walls of the Cave - 1
Weekapaug Groove - 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 - 12
Character Zero - 9
First Tube - 7
Loving Cup - 6
Good Times Bad Times - 5
Frankenstein - 4
Joy - 4
Julius - 3
Rock and Roll - 3
Show of Life - 3
The Squirming Coil - 3
Boogie On Reggae Woman - 2
Contact - 2
Farmhouse - 2
Fee - 2
Fire - 2
Harry Hood - 2
Slave to the Traffic Light - 2
Tube - 2
A Day in the Life - 1
A Life Beyond The Dream - 1
Backwards Down the Number Line - 1
Bouncing Around the Room - 1
Buffalo Bill - 1
Cavern - 1
Dog Log - 1
Driver - 1
Fuck Your Face - 1
Grind - 1
Highway to Hell - 1
I Been Around - 1
I Didn't Know - 1
Kung - 1
Lawn Boy - 1
NO2 - 1
On the Road Again - 1
Possum - 1
Rocky Top - 1
Run Like an Antelope - 1
Sabotage - 1
Sample in a Jar - 1
Say It To Me S.A.N.T.O.S. - 1
Silent in the Morning - 1
Sing Monica - 1
Sleeping Monkey - 1
Suzy Greenberg - 1
The Curtain With - 1
The Horse - 1
The Inlaw Josie Wales - 1
The Lizards - 1
The Mango Song - 1
Waste - 1
What's the Use? - 1
While My Guitar Gently Weeps - 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 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
0.51 debuts per show.
The most frequently played song you have seen debuted is Halfway to the Moon (53 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Albuquerque - 2
The Inlaw Josie Wales - 2
Big Alligator - 1
Bittersweet Motel - 1
Catapult - 1
Che Hun Ta Mo - 1
Driver - 1
Light Up Or Leave Me Alone - 1
Quadrophonic Toppling - 1

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

46 Days - 17
Light - 16
Backwards Down the Number Line - 15
First Tube - 15
Theme From the Bottom - 14
AC/DC Bag - 13
Ocelot - 12
Rift - 12
Cities - 11
Divided Sky - 11

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:

I Am Hydrogen - 4
Albuquerque - 2
Friday - 2
Love You - 2
The Inlaw Josie Wales - 2
Big Alligator - 1
Bill Bailey, Won't You Please Come Home? - 1
Bittersweet Motel - 1
Catapult - 1
Chariots of Fire - 1

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

Light - 16
Backwards Down the Number Line - 15
Ocelot - 12
Joy - 11
Maze - 11
Fuego - 10
Golden Age - 10
Kill Devil Falls - 10
My Friend, My Friend - 10
555 - 8

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