Shows by day of week

• Sunday- 12
• Monday- 1
• Tuesday- 5
• Wednesday- 9
• Thursday- 8
• Friday- 10
• Saturday- 13

Shows by month

• January -
• February -
• March -
• April - 3
• May -
• June - 3
• July - 16
• August - 18
• September -
• October - 6
• November - 9
• December - 3

Shows by year

• 1995- 2
• 1996- 8
• 1997- 12
• 1998- 14
• 1999- 5
• 2000- 2
• 2001- 0
• 2002- 0
• 2003- 1
• 2004- 0
• 2009- 0
• 2010- 0
• 2011- 0
• 2012- 0
• 2013- 0
• 2014- 1
• 2015- 2
• 2016- 2
• 2017- 0
• 2018- 2
• 2019- 0
• 2020- 0
• 2021- 5
• 2022- 0
• 2023- 2
• 2024- 0

Most Frequently Played Dates

• 8/16- 3
• 7/15- 2
• 7/16- 2
• 7/22- 2
• 8/17- 2
• 10/17- 1
• 10/19- 1
• 10/20- 1
• 10/26- 1
• 10/29- 1
• 10/31- 1
• 11/11- 1
• 11/15- 1
• 11/18- 1
• 11/19- 1
• 11/21- 1
• 11/22- 1
• 11/23- 1
• 11/3- 1
• 11/6- 1
• 12/28- 1

Shows by States

• GA - 10 (17%)
• WA - 9 (16%)
• OR - 6 (10%)
• FL - 4 (7%)
• NY - 4 (7%)
• NC - 4 (7%)
• ME - 4 (7%)
• VA - 3 (5%)
• CA - 3 (5%)
• TN - 3 (5%)
• IN - 3 (5%)
• SC - 1 (2%)
• WI - 1 (2%)
• LA - 1 (2%)
• MD - 1 (2%)
• PA - 1 (2%)

Shows by Time Zone

• Eastern - 36 (62%)
• Pacific - 18 (31%)
• Central - 4 (7%)
• Mountain - 0 (0%)

Shows by Cities

• Atlanta, GA - 10 (17%)
• George, WA - 7 (12%)
• Limestone, ME - 4 (7%)
• Eugene, OR - 3 (5%)
• Noblesville, IN - 3 (5%)
• Big Cypress, FL - 2 (3%)
• Seattle, WA - 2 (3%)
• Plattsburgh, NY - 2 (3%)
• Winston-Salem, NC - 2 (3%)
• Bend, OR - 2 (3%)
• Hampton, VA - 2 (3%)
• San Francisco, CA - 2 (3%)
• Portland, OR - 1 (2%)
• Murfreesboro, TN - 1 (2%)
• Gainesville, FL - 1 (2%)
• Greenville, SC - 1 (2%)
• Burgettstown, PA - 1 (2%)
• Tallahassee, FL - 1 (2%)
• Raleigh, NC - 1 (2%)
• Landover, MD - 1 (2%)
• New Orleans, LA - 1 (2%)
• Vernon, NY - 1 (2%)
• Darien Center, NY - 1 (2%)
• Antioch, TN - 1 (2%)
• Virginia Beach, VA - 1 (2%)
• Mountain View, CA - 1 (2%)
• East Troy, WI - 1 (2%)
• Charlotte, NC - 1 (2%)
• Knoxville, TN - 1 (2%)

Shows by Venues

• HiFi Buys Amphitheatre - 8 (14%)
• Gorge Amphitheatre - 7 (12%)
• Loring Commerce Centre - 4 (7%)
• Ruoff Music Center - 3 (5%)
• Matthew Knight Arena - 3 (5%)
• Les Schwab Amphitheater - 2 (3%)
• Bill Graham Civic Auditorium - 2 (3%)
• Plattsburgh Air Force Base - 2 (3%)
• Key Arena - 2 (3%)
• Big Cypress Seminole Indian Reservation - 2 (3%)
• Lawrence Joel Veterans Memorial Coliseum - 2 (3%)
• Hampton Coliseum - 2 (3%)
• USAir Arena - 1 (2%)
• BI-LO Center - 1 (2%)
• University of Florida - 1 (2%)
• New Orleans Fairgrounds - 1 (2%)
• Shoreline Amphitheatre - 1 (2%)
• The Fox Theatre - 1 (2%)
• Starwood Amphitheatre - 1 (2%)
• GTE Virginia Beach Amphitheater - 1 (2%)
• The Omni - 1 (2%)
• Leon County Civic Center - 1 (2%)
• Darien Lake Performing Arts Center - 1 (2%)
• Charlotte Coliseum - 1 (2%)
• Portland Meadows - 1 (2%)
• ALLTEL Pavilion - 1 (2%)
• Post-Gazette Pavilion at Star Lake - 1 (2%)
• Vernon Downs - 1 (2%)
• Middle Tennessee State University - 1 (2%)
• Alpine Valley Music Theatre - 1 (2%)
• Knoxville Civic Coliseum - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 43 (74%)
• After hiatus - 15 (26%)

277 different songs have been played (28% of songs Phish have played).
The average number of songs per show is 20.7.
The average amount of times each song was played is 4.28.
There were 93 onetimers
1201 total songs have been played in the selected shows.

There were 1 one set shows
There were 49 two set shows
There were 6 three set shows
There were 2 four set shows
10 songs were in a four show rotation.
23 songs were in a five show rotation.

Total Times Played

Chalk Dust Torture - 18 (31%)
Character Zero - 16 (27%)
David Bowie - 16 (27%)
Harry Hood - 16 (27%)
Bouncing Around the Room - 15 (25%)
Down with Disease - 15 (25%)
Ghost - 15 (25%)
Mike's Song - 15 (25%)
Sample in a Jar - 15 (25%)
Weekapaug Groove - 15 (25%)
The Moma Dance - 14 (24%)
Wolfman's Brother - 14 (24%)
You Enjoy Myself - 14 (24%)
Also Sprach Zarathustra - 13 (22%)
Guyute - 13 (22%)
Run Like an Antelope - 13 (22%)
Simple - 13 (22%)
Slave to the Traffic Light - 13 (22%)
Possum - 12 (20%)
Roggae - 12 (20%)
Stash - 12 (20%)
Tweezer - 12 (20%)
Tweezer Reprise - 12 (20%)
Bathtub Gin - 11 (18%)
Cars Trucks Buses - 11 (18%)
NICU - 11 (18%)
Sparkle - 11 (18%)
Taste - 11 (18%)
Wilson - 11 (18%)
Ya Mar - 11 (18%)
Birds of a Feather - 10 (17%)
Fluffhead - 10 (17%)
Frankenstein - 10 (17%)
My Soul - 10 (17%)
Piper - 10 (17%)
Punch You in the Eye - 10 (17%)
Runaway Jim - 10 (17%)
Split Open and Melt - 10 (17%)
AC/DC Bag - 9 (15%)
Billy Breathes - 9 (15%)
Cavern - 9 (15%)
Farmhouse - 9 (15%)
Funky Bitch - 9 (15%)
Limb By Limb - 9 (15%)
Maze - 9 (15%)
Prince Caspian - 9 (15%)
Reba - 9 (15%)
The Squirming Coil - 9 (15%)
The Wedge - 9 (15%)
Train Song - 9 (15%)
Water in the Sky - 9 (15%)
Beauty of My Dreams - 8 (13%)
Makisupa Policeman - 8 (13%)
Poor Heart - 8 (13%)
Silent in the Morning - 8 (13%)
The Horse - 8 (13%)
Brian and Robert - 7 (12%)
Divided Sky - 7 (12%)
Free - 7 (12%)
Lawn Boy - 7 (12%)
Loving Cup - 7 (12%)
Rift - 7 (12%)
Rocky Top - 7 (12%)
Scent of a Mule - 7 (12%)
Theme From the Bottom - 7 (12%)
Tube - 7 (12%)
Twist - 7 (12%)
When the Circus Comes - 7 (12%)
Back on the Train - 6 (10%)
Carini - 6 (10%)
Cities - 6 (10%)
Crosseyed and Painless - 6 (10%)
Gumbo - 6 (10%)
Hold Your Head Up - 6 (10%)
Horn - 6 (10%)
Jam - 6 (10%)
Julius - 6 (10%)
Vultures - 6 (10%)
Blaze On - 5 (8%)
Boogie On Reggae Woman - 5 (8%)
Ginseng Sullivan - 5 (8%)
Golgi Apparatus - 5 (8%)
Good Times Bad Times - 5 (8%)
Halley's Comet - 5 (8%)
Hello My Baby - 5 (8%)
My Friend, My Friend - 5 (8%)
Sleeping Monkey - 5 (8%)
Strange Design - 5 (8%)
Suzy Greenberg - 5 (8%)
The Curtain - 5 (8%)
Wading in the Velvet Sea - 5 (8%)
Waste - 5 (8%)
555 - 4 (6%)
Axilla - 4 (6%)
Bittersweet Motel - 4 (6%)
Bug - 4 (6%)
Contact - 4 (6%)
Dirt - 4 (6%)
Driver - 4 (6%)
Esther - 4 (6%)
It's Ice - 4 (6%)
McGrupp and the Watchful Hosemasters - 4 (6%)
Meatstick - 4 (6%)
No Men In No Man's Land - 4 (6%)
Sand - 4 (6%)
The Lizards - 4 (6%)
The Old Home Place - 4 (6%)
Uncle Pen - 4 (6%)
What's the Use? - 4 (6%)
A Day in the Life - 3 (5%)
Albuquerque - 3 (5%)
Backwards Down the Number Line - 3 (5%)
Dogs Stole Things - 3 (5%)
Fast Enough for You - 3 (5%)
Frankie Says - 3 (5%)
Halfway to the Moon - 3 (5%)
Heavy Things - 3 (5%)
I Am Hydrogen - 3 (5%)
I Didn't Know - 3 (5%)
Izabella - 3 (5%)
Jesus Just Left Chicago - 3 (5%)
Leaves - 3 (5%)
Llama - 3 (5%)
Meat - 3 (5%)
Mountains in the Mist - 3 (5%)
Plasma - 3 (5%)
Rock and Roll - 3 (5%)
Say It To Me S.A.N.T.O.S. - 3 (5%)
Shade - 3 (5%)
Steep - 3 (5%)
Swept Away - 3 (5%)
The Mango Song - 3 (5%)
Timber (Jerry the Mule) - 3 (5%)
Walls of the Cave - 3 (5%)
Wingsuit - 3 (5%)
46 Days - 2 (3%)
A Song I Heard the Ocean Sing - 2 (3%)
Acoustic Army - 2 (3%)
Amazing Grace - 2 (3%)
Been Caught Stealing - 2 (3%)
Black-Eyed Katy - 2 (3%)
Bold As Love - 2 (3%)
Brother - 2 (3%)
Bye Bye Foot - 2 (3%)
Camel Walk - 2 (3%)
Carolina - 2 (3%)
Colonel Forbin's Ascent - 2 (3%)
Drift While You're Sleeping - 2 (3%)
Drowned - 2 (3%)
Fee - 2 (3%)
Fire - 2 (3%)
First Tube - 2 (3%)
Golden Age - 2 (3%)
Guelah Papyrus - 2 (3%)
Ha Ha Ha - 2 (3%)
Harpua - 2 (3%)
How Many People Are You - 2 (3%)
La Grange - 2 (3%)
Life on Mars? - 2 (3%)
Lifeboy - 2 (3%)
Lonely Trip - 2 (3%)
Love Me - 2 (3%)
Love You - 2 (3%)
Mercury - 2 (3%)
Mr. Completely - 2 (3%)
My Mind's Got a Mind of its Own - 2 (3%)
My Sweet One - 2 (3%)
Ocelot - 2 (3%)
Ramble On - 2 (3%)
Roses Are Free - 2 (3%)
Ruby Waves - 2 (3%)
Sanity - 2 (3%)
Saw It Again - 2 (3%)
Scents and Subtle Sounds - 2 (3%)
Shine a Light - 2 (3%)
Sigma Oasis - 2 (3%)
Suspicious Minds - 2 (3%)
Talk - 2 (3%)
The Inlaw Josie Wales - 2 (3%)
The Oh Kee Pa Ceremony - 2 (3%)
The Sloth - 2 (3%)
The Star-Spangled Banner - 2 (3%)
Waves - 2 (3%)
Weigh - 2 (3%)
A Wave of Hope - 1 (1%)
About to Run - 1 (1%)
After Midnight - 1 (1%)
Alaska - 1 (1%)
Ambient Jam - 1 (1%)
Amoreena - 1 (1%)
Art Jam - 1 (1%)
Ass Handed - 1 (1%)
Auld Lang Syne - 1 (1%)
Axilla (Part II) - 1 (1%)
Baby Elephant Walk - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Alligator - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Born Under Punches (The Heat Goes On) - 1 (1%)
Buffalo Bill - 1 (1%)
Buried Alive - 1 (1%)
Burning Down the House - 1 (1%)
California Love Jam - 1 (1%)
Casual Enlightenment - 1 (1%)
Catapult - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Corinna - 1 (1%)
Cracklin' Rosie - 1 (1%)
Devotion To a Dream - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Dog Faced Boy - 1 (1%)
Doin' My Time - 1 (1%)
Emotional Rescue - 1 (1%)
End of Session - 1 (1%)
Energy - 1 (1%)
Everything's Right - 1 (1%)
Fikus - 1 (1%)
Flatbed Truck Jam - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Fuego - 1 (1%)
Gotta Jibboo - 1 (1%)
Heavy Rotation - 1 (1%)
Highway to Hell - 1 (1%)
Houses in Motion - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Been Around - 1 (1%)
I Get a Kick Out of You - 1 (1%)
I Never Left Home - 1 (1%)
Keeping It Real - 1 (1%)
Kill Devil Falls - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Listening Wind - 1 (1%)
Low Rider - 1 (1%)
Magilla - 1 (1%)
Martian Monster - 1 (1%)
Merry Pranksters Jam - 1 (1%)
Mexican Cousin - 1 (1%)
More - 1 (1%)
Mull - 1 (1%)
Nellie Kane - 1 (1%)
Once in a Lifetime - 1 (1%)
Over the Rainbow - 1 (1%)
Party Time - 1 (1%)
Pigtail - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Quinn the Eskimo (The Mighty Quinn) - 1 (1%)
Rock A William - 1 (1%)
Rocky Mountain Way Jam - 1 (1%)
Rotation Jam - 1 (1%)
Runnin' with the Devil - 1 (1%)
Sabotage - 1 (1%)
Scabbard - 1 (1%)
Seen and Not Seen - 1 (1%)
Set Your Soul Free - 1 (1%)
Sexual Healing - 1 (1%)
Sleep - 1 (1%)
Sleep Again - 1 (1%)
Something - 1 (1%)
Steam - 1 (1%)
Sweet Adeline - 1 (1%)
Tela - 1 (1%)
Terrapin Station - 1 (1%)
The Dogs - 1 (1%)
The Great Curve - 1 (1%)
The Line - 1 (1%)
The Little Drummer Boy - 1 (1%)
The Overload - 1 (1%)
Tide Turns - 1 (1%)
Torn and Frayed - 1 (1%)
Undermind - 1 (1%)
Waiting All Night - 1 (1%)
Waking Up Dead - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Winterqueen - 1 (1%)
You Better Believe It Baby - 1 (1%)

First Set Openers

Chalk Dust Torture - 3
Julius - 3
Makisupa Policeman - 3
My Friend, My Friend - 3
Ya Mar - 3
Mike's Song - 2
My Soul - 2
Punch You in the Eye - 2
Roggae - 2
Runaway Jim - 2
The Moma Dance - 2
46 Days - 1
Amoreena - 1
Axilla (Part II) - 1
Back at the Chicken Shack - 1
Bathtub Gin - 1
Blaze On - 1
Buried Alive - 1
Carini - 1
Cars Trucks Buses - 1
Cities - 1
Cool Amber and Mercury - 1
Down with Disease - 1
Emotional Rescue - 1
Ginseng Sullivan - 1
La Grange - 1
Mr. Completely - 1
Ramble On - 1
Sample in a Jar - 1
Sanity - 1
Split Open and Melt - 1
Stash - 1
The Oh Kee Pa Ceremony - 1
The Old Home Place - 1
The Squirming Coil - 1
The Wedge - 1
Torn and Frayed - 1
Tweezer - 1
Waiting All Night - 1
Water in the Sky - 1
Wilson - 1
Wolfman's Brother - 1

First Set Closers

David Bowie - 7
Character Zero - 5
Run Like an Antelope - 4
Possum - 3
Carolina - 2
Chalk Dust Torture - 2
Golgi Apparatus - 2
My Soul - 2
Taste - 2
The Squirming Coil - 2
Walls of the Cave - 2
After Midnight - 1
Bathtub Gin - 1
Birds of a Feather - 1
Cavern - 1
Farmhouse - 1
Funky Bitch - 1
Ghost - 1
Harry Hood - 1
Izabella - 1
La Grange - 1
Loving Cup - 1
Meatstick - 1
More - 1
Poor Heart - 1
Prince Caspian - 1
Sample in a Jar - 1
Say It To Me S.A.N.T.O.S. - 1
Slave to the Traffic Light - 1
Split Open and Melt - 1
Suzy Greenberg - 1
Sweet Adeline - 1
The Star-Spangled Banner - 1
Weekapaug Groove - 1
Wolfman's Brother - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 5
Also Sprach Zarathustra - 3
Ghost - 3
AC/DC Bag - 2
Birds of a Feather - 2
Piper - 2
Runaway Jim - 2
Timber (Jerry the Mule) - 2
Twist - 2
Wilson - 2
Wolfman's Brother - 2
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
Axilla - 1
Bathtub Gin - 1
Blaze On - 1
Born Under Punches (The Heat Goes On) - 1
Carini - 1
Chalk Dust Torture - 1
Cities - 1
Crosseyed and Painless - 1
Free - 1
Halley's Comet - 1
Julius - 1
Limb By Limb - 1
Llama - 1
Meatstick - 1
Mike's Song - 1
Mr. Completely - 1
My Sweet One - 1
Possum - 1
Punch You in the Eye - 1
Rift - 1
Rock and Roll - 1
Sand - 1
Set Your Soul Free - 1
Sigma Oasis - 1
Split Open and Melt - 1
The Curtain - 1
The Moma Dance - 1
The Wedge - 1

Second Set Closers

Slave to the Traffic Light - 5
Character Zero - 4
Harry Hood - 4
Run Like an Antelope - 4
Hello My Baby - 3
Weekapaug Groove - 3
Cavern - 2
Chalk Dust Torture - 2
Down with Disease - 2
Frankenstein - 2
Loving Cup - 2
Possum - 2
You Enjoy Myself - 2
Back on the Train - 1
Backwards Down the Number Line - 1
Been Caught Stealing - 1
Bold As Love - 1
David Bowie - 1
First Tube - 1
Funky Bitch - 1
Good Times Bad Times - 1
I Always Wanted It This Way - 1
Julius - 1
Meatstick - 1
Prince Caspian - 1
Rocky Top - 1
Shine a Light - 1
Sigma Oasis - 1
Taste - 1
The Little Drummer Boy - 1
The Overload - 1
The Squirming Coil - 1
Tweezer Reprise - 1

Third Set Openers

Brother - 1
Buffalo Bill - 1
Chalk Dust Torture - 1
Halley's Comet - 1
Makisupa Policeman - 1
NICU - 1
Sabotage - 1
Wilson - 1

Third Set Closers

Funky Bitch - 1
Jam - 1
Loving Cup - 1
Prince Caspian - 1
Suzy Greenberg - 1
Tweezer Reprise - 1
Weekapaug Groove - 1
While My Guitar Gently Weeps - 1

Fourth Set Openers

Ambient Jam - 1
Flatbed Truck Jam - 1

Fourth Set Closers

Ambient Jam - 1
Flatbed Truck Jam - 1

Encores

Tweezer Reprise - 10
Harry Hood - 5
Rocky Top - 4
Bouncing Around the Room - 3
Brian and Robert - 3
Cavern - 3
Frankenstein - 3
Good Times Bad Times - 3
The Squirming Coil - 3
Wilson - 3
You Enjoy Myself - 3
Bittersweet Motel - 2
Drift While You're Sleeping - 2
Fire - 2
Guyute - 2
Hold Your Head Up - 2
Possum - 2
Say It To Me S.A.N.T.O.S. - 2
Theme From the Bottom - 2
When the Circus Comes - 2
About to Run - 1
Acoustic Army - 1
Amazing Grace - 1
Baby Elephant Walk - 1
Bathtub Gin - 1
Been Caught Stealing - 1
Bill Bailey, Won't You Please Come Home? - 1
Bold As Love - 1
Boogie On Reggae Woman - 1
Burning Down the House - 1
Carini - 1
Character Zero - 1
Contact - 1
Dog Faced Boy - 1
Driver - 1
First Tube - 1
Fluffhead - 1
Halley's Comet - 1
Harpua - 1
Heavy Things - 1
Hello My Baby - 1
Jam - 1
Julius - 1
Love You - 1
Loving Cup - 1
Makisupa Policeman - 1
Meatstick - 1
Punch You in the Eye - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Runnin' with the Devil - 1
Sample in a Jar - 1
Shine a Light - 1
Sleep - 1
Sleeping Monkey - 1
Terrapin Station - 1
The Inlaw Josie Wales - 1
The Little Drummer Boy - 1
The Lizards - 1
The Star-Spangled Banner - 1
Train Song - 1
Wading in the Velvet Sea - 1
Wingsuit - 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 1995

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 38 song debuts
0.66 debuts per show.
The most frequently played song you have seen debuted is Blaze On (78 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Run Like an Antelope - 13
Frankenstein - 10
My Soul - 10
Punch You in the Eye - 10
Billy Breathes - 9
Funky Bitch - 9
Limb By Limb - 9
Water in the Sky - 9
Beauty of My Dreams - 8
Loving Cup - 7

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

Blaze On - 5
555 - 4
No Men In No Man's Land - 4
Backwards Down the Number Line - 3
Halfway to the Moon - 3
Leaves - 3
Plasma - 3
Say It To Me S.A.N.T.O.S. - 3
Shade - 3
Walls of the Cave - 3

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:

You Enjoy Myself - 14
Run Like an Antelope - 13
Cars Trucks Buses - 11
Taste - 11
Frankenstein - 10
My Soul - 10
Punch You in the Eye - 10
Billy Breathes - 9
Funky Bitch - 9
Limb By Limb - 9

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

Blaze On - 5
555 - 4
No Men In No Man's Land - 4
Backwards Down the Number Line - 3
Halfway to the Moon - 3
Leaves - 3
Plasma - 3
Say It To Me S.A.N.T.O.S. - 3
Shade - 3
Walls of the Cave - 3

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

Chart