Shows by day of week

• Sunday- 11
• Monday- 0
• Tuesday- 3
• Wednesday- 6
• Thursday- 8
• Friday- 14
• Saturday- 15

Shows by month

• January -
• February - 2
• March -
• April - 7
• May - 1
• June - 7
• July - 13
• August - 9
• September - 2
• October - 3
• November - 7
• December - 6

Shows by year

• 1991- 7
• 1992- 6
• 1993- 5
• 1994- 3
• 1995- 2
• 1996- 0
• 1997- 0
• 1998- 3
• 1999- 10
• 2000- 3
• 2001- 0
• 2002- 0
• 2003- 2
• 2004- 0
• 2009- 2
• 2010- 1
• 2011- 0
• 2012- 2
• 2013- 0
• 2014- 0
• 2015- 0
• 2016- 0
• 2017- 0
• 2018- 0
• 2019- 0
• 2020- 0
• 2021- 2
• 2022- 3
• 2023- 2
• 2024- 3
• 2025- 1
• 2026- 0

Most Frequently Played Dates

• 12/3- 2
• 6/22- 2
• 7/14- 2
• 7/15- 2
• 8/2- 2
• 8/3- 2
• 10/10- 1
• 10/11- 1
• 10/3- 1
• 11/12- 1
• 11/14- 1
• 11/17- 1
• 11/20- 1
• 11/21- 1
• 11/23- 1
• 11/24- 1
• 12/30- 1
• 12/31- 1
• 12/4- 1
• 12/7- 1
• 2/21- 1

Shows by States

• OH - 23 (40%)
• IN - 12 (21%)
• VT - 5 (9%)
• GA - 2 (4%)
• NH - 2 (4%)
• FL - 2 (4%)
• CO - 2 (4%)
• CA - 1 (2%)
• TN - 1 (2%)
• OR - 1 (2%)
• WA - 1 (2%)
• KY - 1 (2%)
• NY - 1 (2%)
• IL - 1 (2%)
• PA - 1 (2%)
• ME - 1 (2%)

Shows by Time Zone

• Eastern - 50 (88%)
• Pacific - 3 (5%)
• Mountain - 2 (4%)
• Central - 2 (4%)

Shows by Cities

• Noblesville, IN - 12 (21%)
• Cincinnati, OH - 10 (18%)
• Columbus, OH - 8 (14%)
• Dayton, OH - 3 (5%)
• Big Cypress, FL - 2 (4%)
• Atlanta, GA - 2 (4%)
• Burlington, VT - 2 (4%)
• Boulder, CO - 2 (4%)
• Olympia, WA - 1 (2%)
• Portland, OR - 1 (2%)
• Louisville, KY - 1 (2%)
• Portsmouth, NH - 1 (2%)
• Barre, VT - 1 (2%)
• Rosemont, IL - 1 (2%)
• Pittsburgh, PA - 1 (2%)
• Antioch, TN - 1 (2%)
• Keene, NH - 1 (2%)
• Sacramento, CA - 1 (2%)
• Stowe, VT - 1 (2%)
• Auburn, ME - 1 (2%)
• Kent, OH - 1 (2%)
• Townshend, VT - 1 (2%)
• Weedsport, NY - 1 (2%)
• Cuyahoga Falls, OH - 1 (2%)

Shows by Venues

• Ruoff Music Center - 12 (21%)
• U.S. Bank Arena - 7 (12%)
• Polaris Amphitheater - 4 (7%)
• Wright State University - 2 (4%)
• HiFi Buys Amphitheatre - 2 (4%)
• Newport Music Hall - 2 (4%)
• Big Cypress Seminole Indian Reservation - 2 (4%)
• Riverbend Music Center - 2 (4%)
• The Music Hall - 1 (2%)
• Cayuga County Fairgrounds - 1 (2%)
• Cal Expo Amphitheater - 1 (2%)
• Roseland Theater - 1 (2%)
• The Colonial Theatre - 1 (2%)
• Blossom Music Center - 1 (2%)
• Stowe Performing Arts Center - 1 (2%)
• Jerome Schottenstein Center - 1 (2%)
• Civic Arena - 1 (2%)
• Battery Park - 1 (2%)
• Townshend Family Park - 1 (2%)
• Hara Arena - 1 (2%)
• The Fox Theatre - 1 (2%)
• The Front - 1 (2%)
• Allstate Arena - 1 (2%)
• Evergreen College - 1 (2%)
• Starwood Amphitheatre - 1 (2%)
• a.k.a. Amy’s Farm - 1 (2%)
• Bogart's - 1 (2%)
• Kent State University - 1 (2%)
• Veterans Memorial Auditorium - 1 (2%)
• University of Colorado - 1 (2%)
• Alumni Hall - 1 (2%)
• The Macauley Theater - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 39 (68%)
• After hiatus - 18 (32%)

299 different songs have been played (29% 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 4.13.
There were 107 onetimers
1277 total songs have been played in the selected shows.

There were 1 one set shows
There were 53 two set shows
There were 3 three set shows
4 songs were in a three show rotation.
14 songs were in a four show rotation.
20 songs were in a five show rotation.

Total Times Played

Chalk Dust Torture - 24 (42%)
Mike's Song - 20 (35%)
Weekapaug Groove - 20 (35%)
Cavern - 19 (33%)
David Bowie - 18 (31%)
Stash - 18 (31%)
Possum - 17 (29%)
Bouncing Around the Room - 16 (28%)
Golgi Apparatus - 16 (28%)
Hold Your Head Up - 15 (26%)
Llama - 15 (26%)
Reba - 15 (26%)
Run Like an Antelope - 15 (26%)
Runaway Jim - 15 (26%)
You Enjoy Myself - 14 (24%)
Foam - 13 (22%)
Maze - 13 (22%)
Sparkle - 13 (22%)
Down with Disease - 12 (21%)
Slave to the Traffic Light - 12 (21%)
Harry Hood - 11 (19%)
I Am Hydrogen - 11 (19%)
I Didn't Know - 11 (19%)
Poor Heart - 11 (19%)
Split Open and Melt - 11 (19%)
Wilson - 11 (19%)
Divided Sky - 10 (17%)
Fluffhead - 10 (17%)
Guelah Papyrus - 10 (17%)
My Sweet One - 10 (17%)
Rift - 10 (17%)
Bathtub Gin - 9 (15%)
Contact - 9 (15%)
Guyute - 9 (15%)
It's Ice - 9 (15%)
Sample in a Jar - 9 (15%)
Silent in the Morning - 9 (15%)
The Curtain - 9 (15%)
The Horse - 9 (15%)
The Lizards - 9 (15%)
Tweezer - 9 (15%)
Uncle Pen - 9 (15%)
Ya Mar - 9 (15%)
Avenu Malkenu - 8 (14%)
Back on the Train - 8 (14%)
Julius - 8 (14%)
Piper - 8 (14%)
Punch You in the Eye - 8 (14%)
Roggae - 8 (14%)
Suzy Greenberg - 8 (14%)
The Landlady - 8 (14%)
The Man Who Stepped Into Yesterday - 8 (14%)
The Squirming Coil - 8 (14%)
Wolfman's Brother - 8 (14%)
AC/DC Bag - 7 (12%)
Big Black Furry Creature from Mars - 7 (12%)
Bug - 7 (12%)
Ghost - 7 (12%)
Horn - 7 (12%)
The Moma Dance - 7 (12%)
Tweezer Reprise - 7 (12%)
Twist - 7 (12%)
Also Sprach Zarathustra - 6 (10%)
Boogie On Reggae Woman - 6 (10%)
First Tube - 6 (10%)
Funky Bitch - 6 (10%)
Limb By Limb - 6 (10%)
Meatstick - 6 (10%)
My Friend, My Friend - 6 (10%)
My Soul - 6 (10%)
Prince Caspian - 6 (10%)
Rocky Top - 6 (10%)
Sand - 6 (10%)
Sweet Adeline - 6 (10%)
The Mango Song - 6 (10%)
Big Ball Jam - 5 (8%)
Buried Alive - 5 (8%)
Colonel Forbin's Ascent - 5 (8%)
Dirt - 5 (8%)
Esther - 5 (8%)
Farmhouse - 5 (8%)
Fee - 5 (8%)
Fly Famous Mockingbird - 5 (8%)
Free - 5 (8%)
Gotta Jibboo - 5 (8%)
Gumbo - 5 (8%)
If I Could - 5 (8%)
Lawn Boy - 5 (8%)
Lifeboy - 5 (8%)
Love You - 5 (8%)
Loving Cup - 5 (8%)
Scent of a Mule - 5 (8%)
Taste - 5 (8%)
The Oh Kee Pa Ceremony - 5 (8%)
The Sloth - 5 (8%)
Wading in the Velvet Sea - 5 (8%)
Weigh - 5 (8%)
All Things Reconsidered - 4 (7%)
Axilla - 4 (7%)
Backwards Down the Number Line - 4 (7%)
Birds of a Feather - 4 (7%)
Brother - 4 (7%)
Character Zero - 4 (7%)
Cold as Ice - 4 (7%)
Dinner and a Movie - 4 (7%)
Heavy Things - 4 (7%)
Magilla - 4 (7%)
NICU - 4 (7%)
Rock and Roll - 4 (7%)
Simple - 4 (7%)
Sleeping Monkey - 4 (7%)
Tela - 4 (7%)
Waste - 4 (7%)
Water in the Sky - 4 (7%)
46 Days - 3 (5%)
A Wave of Hope - 3 (5%)
Alaska - 3 (5%)
Amazing Grace - 3 (5%)
Bike - 3 (5%)
Billy Breathes - 3 (5%)
Carini - 3 (5%)
Catapult - 3 (5%)
Cracklin' Rosie - 3 (5%)
Crosseyed and Painless - 3 (5%)
Drift While You're Sleeping - 3 (5%)
Fast Enough for You - 3 (5%)
Ginseng Sullivan - 3 (5%)
Glide - 3 (5%)
Halley's Comet - 3 (5%)
Jesus Just Left Chicago - 3 (5%)
Joy - 3 (5%)
Kill Devil Falls - 3 (5%)
Makisupa Policeman - 3 (5%)
Mound - 3 (5%)
Sigma Oasis - 3 (5%)
Stealing Time From the Faulty Plan - 3 (5%)
Theme from the Bottom - 3 (5%)
Tube - 3 (5%)
Walk Away - 3 (5%)
Walls of the Cave - 3 (5%)
What's the Use? - 3 (5%)
When the Circus Comes - 3 (5%)
While My Guitar Gently Weeps - 3 (5%)
Albuquerque - 2 (3%)
Axilla (Part II) - 2 (3%)
Bittersweet Motel - 2 (3%)
Buffalo Bill - 2 (3%)
Destiny Unbound - 2 (3%)
Dog Faced Boy - 2 (3%)
Dogs Stole Things - 2 (3%)
Drowned - 2 (3%)
Eliza - 2 (3%)
Everything's Right - 2 (3%)
Frankenstein - 2 (3%)
Free Bird - 2 (3%)
Good Times Bad Times - 2 (3%)
Harpua - 2 (3%)
Highway to Hell - 2 (3%)
I'm Blue, I'm Lonesome - 2 (3%)
Icculus - 2 (3%)
Izabella - 2 (3%)
Life Saving Gun - 2 (3%)
Light - 2 (3%)
Light Up Or Leave Me Alone - 2 (3%)
McGrupp and the Watchful Hosemasters - 2 (3%)
Meat - 2 (3%)
Memories - 2 (3%)
Mercury - 2 (3%)
Mountains in the Mist - 2 (3%)
Mull - 2 (3%)
My Mind's Got a Mind of its Own - 2 (3%)
Nellie Kane - 2 (3%)
No Men In No Man's Land - 2 (3%)
Ocelot - 2 (3%)
Paul and Silas - 2 (3%)
Pillow Jets - 2 (3%)
Roses Are Free - 2 (3%)
Ruby Waves - 2 (3%)
Saw It Again - 2 (3%)
Strange Design - 2 (3%)
Strawberry Letter 23 - 2 (3%)
Take the 'A' Train - 2 (3%)
Terrapin - 2 (3%)
The Inlaw Josie Wales - 2 (3%)
The Old Home Place - 2 (3%)
Timber (Jerry the Mule) - 2 (3%)
Touch Me - 2 (3%)
Twenty Years Later - 2 (3%)
Undermind - 2 (3%)
Vultures - 2 (3%)
Waves - 2 (3%)
Whipping Post - 2 (3%)
555 - 1 (1%)
A Day in the Life - 1 (1%)
Acoustic Army - 1 (1%)
After Midnight - 1 (1%)
All of These Dreams - 1 (1%)
Army of One - 1 (1%)
Auld Lang Syne - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Beauty of My Dreams - 1 (1%)
Big Alligator - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Bitchin' Again - 1 (1%)
Bold As Love - 1 (1%)
Broken Into Pieces - 1 (1%)
Camel Walk - 1 (1%)
Caravan - 1 (1%)
Carolina - 1 (1%)
Cars Trucks Buses - 1 (1%)
Casual Enlightenment - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Cities - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cool It Down - 1 (1%)
Corinna - 1 (1%)
Crazy Sometimes - 1 (1%)
Crimes of the Mind - 1 (1%)
Crowd Control - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Doin' My Time - 1 (1%)
Driver - 1 (1%)
Egg in a Hole - 1 (1%)
Evolve - 1 (1%)
Faht - 1 (1%)
Fire - 1 (1%)
Fixin' to Die - 1 (1%)
Flat Fee - 1 (1%)
Foreplay/Long Time - 1 (1%)
Frankie Says - 1 (1%)
Friday - 1 (1%)
Fuck Your Face - 1 (1%)
Fuego - 1 (1%)
Golden Age - 1 (1%)
Grind - 1 (1%)
Guy Forget - 1 (1%)
Halfway to the Moon - 1 (1%)
Happy Birthday to You - 1 (1%)
Have Mercy - 1 (1%)
Hello My Baby - 1 (1%)
Helter Skelter - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Am the Walrus - 1 (1%)
I Get a Kick Out of You - 1 (1%)
Knuckle Bone Broth Avenue - 1 (1%)
Leprechaun - 1 (1%)
Life on Mars? - 1 (1%)
Lonely Trip - 1 (1%)
Martian Monster - 1 (1%)
Messin' with The Kid - 1 (1%)
Midnight Rider Jam - 1 (1%)
Monsters - 1 (1%)
More - 1 (1%)
Most Events Aren't Planned - 1 (1%)
My Left Toe - 1 (1%)
My Long Journey Home - 1 (1%)
Party Time - 1 (1%)
Peaches en Regalia - 1 (1%)
Pebbles and Marbles - 1 (1%)
Petrichor - 1 (1%)
Plasma - 1 (1%)
Purple Rain - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Rise/Come Together - 1 (1%)
Scents and Subtle Sounds - 1 (1%)
Self - 1 (1%)
Set Your Soul Free - 1 (1%)
Sexual Healing - 1 (1%)
Shade - 1 (1%)
Shaggy Dog - 1 (1%)
Show of Life - 1 (1%)
Sneakin' Sally Thru the Alley - 1 (1%)
So Lonely - 1 (1%)
Something - 1 (1%)
Soul Planet - 1 (1%)
Spock's Brain - 1 (1%)
Steam - 1 (1%)
The 9th Cube - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birdwatcher - 1 (1%)
The Curtain With - 1 (1%)
The Dogs - 1 (1%)
The Final Hurrah - 1 (1%)
The Great Gig in the Sky - 1 (1%)
The Howling - 1 (1%)
The Little Drummer Boy - 1 (1%)
The Star-Spangled Banner - 1 (1%)
The Vibration of Life - 1 (1%)
The Wedge - 1 (1%)
Time Turns Elastic - 1 (1%)
To France - 1 (1%)
Torn and Frayed - 1 (1%)
Train Song - 1 (1%)
Turtle in the Clouds - 1 (1%)
Waiting All Night - 1 (1%)
Wingsuit - 1 (1%)
Wombat - 1 (1%)
You Better Believe It Baby - 1 (1%)

First Set Openers

Chalk Dust Torture - 5
Llama - 5
Runaway Jim - 5
Wilson - 4
AC/DC Bag - 2
First Tube - 2
Punch You in the Eye - 2
Sigma Oasis - 2
The Oh Kee Pa Ceremony - 2
Brother - 1
Buried Alive - 1
Cars Trucks Buses - 1
Crowd Control - 1
Funky Bitch - 1
Heavy Things - 1
Helter Skelter - 1
Maze - 1
Meat - 1
Mike's Song - 1
My Friend, My Friend - 1
My Soul - 1
Party Time - 1
Reba - 1
Rift - 1
Roggae - 1
Sample in a Jar - 1
Set Your Soul Free - 1
Suzy Greenberg - 1
The Birdwatcher - 1
The Sloth - 1
Theme from the Bottom - 1
Turtle in the Clouds - 1
Uncle Pen - 1
Water in the Sky - 1
While My Guitar Gently Weeps - 1
Wolfman's Brother - 1
Ya Mar - 1

First Set Closers

Run Like an Antelope - 7
Golgi Apparatus - 6
Cavern - 4
David Bowie - 4
Possum - 4
Chalk Dust Torture - 2
Character Zero - 2
Runaway Jim - 2
Split Open and Melt - 2
Sweet Adeline - 2
A Day in the Life - 1
After Midnight - 1
Birds of a Feather - 1
Down with Disease - 1
Fluffhead - 1
Guyute - 1
I Didn't Know - 1
Izabella - 1
Julius - 1
Life Saving Gun - 1
Loving Cup - 1
Meatstick - 1
Poor Heart - 1
Sample in a Jar - 1
Slave to the Traffic Light - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
The Landlady - 1
The Moma Dance - 1
Walls of the Cave - 1
While My Guitar Gently Weeps - 1

Second Set Openers

Down with Disease - 5
Mike's Song - 5
David Bowie - 4
Also Sprach Zarathustra - 3
Chalk Dust Torture - 3
Ghost - 3
The Curtain - 3
Halley's Comet - 2
Possum - 2
Sand - 2
Twist - 2
Axilla - 1
Bathtub Gin - 1
Birds of a Feather - 1
Buried Alive - 1
Dinner and a Movie - 1
Everything's Right - 1
First Tube - 1
Julius - 1
Maze - 1
Meatstick - 1
No Men In No Man's Land - 1
Punch You in the Eye - 1
Rift - 1
Rock and Roll - 1
Sample in a Jar - 1
Split Open and Melt - 1
Suzy Greenberg - 1
The Oh Kee Pa Ceremony - 1
The Squirming Coil - 1
Tube - 1
Wilson - 1
You Enjoy Myself - 1

Second Set Closers

Cavern - 4
Golgi Apparatus - 4
You Enjoy Myself - 4
Rocky Top - 3
Chalk Dust Torture - 2
David Bowie - 2
Good Times Bad Times - 2
Harry Hood - 2
Highway to Hell - 2
Julius - 2
Loving Cup - 2
Weekapaug Groove - 2
Bathtub Gin - 1
Bug - 1
Daniel Saw the Stone - 1
Down with Disease - 1
Drowned - 1
Fire - 1
Frankenstein - 1
Free - 1
Fuego - 1
Gumbo - 1
Harpua - 1
Hello My Baby - 1
I Am the Walrus - 1
Llama - 1
Meatstick - 1
Poor Heart - 1
Possum - 1
Run Like an Antelope - 1
Runaway Jim - 1
Sample in a Jar - 1
Slave to the Traffic Light - 1
Split Open and Melt - 1
The Little Drummer Boy - 1
The Squirming Coil - 1
Tweezer Reprise - 1

Third Set Openers

AC/DC Bag - 1
Chalk Dust Torture - 1
Stash - 1

Third Set Closers

Harry Hood - 1
Possum - 1
Weekapaug Groove - 1

Encores

Contact - 6
Slave to the Traffic Light - 6
Tweezer Reprise - 6
Big Black Furry Creature from Mars - 5
Cavern - 4
Amazing Grace - 3
Harry Hood - 3
Rocky Top - 3
Sweet Adeline - 3
First Tube - 2
Free Bird - 2
Funky Bitch - 2
Golgi Apparatus - 2
Joy - 2
Loving Cup - 2
Rock and Roll - 2
Run Like an Antelope - 2
Sleeping Monkey - 2
All Things Reconsidered - 1
Axilla - 1
Bill Bailey, Won't You Please Come Home? - 1
Bitchin' Again - 1
Bittersweet Motel - 1
Bold As Love - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Buffalo Bill - 1
Bug - 1
Carini - 1
Carolina - 1
Chalk Dust Torture - 1
Character Zero - 1
Crimes of the Mind - 1
Down with Disease - 1
Drift While You're Sleeping - 1
Driver - 1
Egg in a Hole - 1
Fixin' to Die - 1
Fluffhead - 1
Grind - 1
Gumbo - 1
Guyute - 1
I'm Blue, I'm Lonesome - 1
Jesus Just Left Chicago - 1
Julius - 1
Lawn Boy - 1
Life on Mars? - 1
Magilla - 1
Maze - 1
Meatstick - 1
Memories - 1
Messin' with The Kid - 1
My Long Journey Home - 1
Nellie Kane - 1
Possum - 1
Punch You in the Eye - 1
Sample in a Jar - 1
Self - 1
Show of Life - 1
So Lonely - 1
Suzy Greenberg - 1
The Inlaw Josie Wales - 1
The Little Drummer Boy - 1
The Mango Song - 1
The Star-Spangled Banner - 1
To France - 1
Wading in the Velvet Sea - 1
Wilson - 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 1991

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 22 song debuts
0.39 debuts per show.
The most frequently played song you have seen debuted is Sparkle (334 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Foam - 13
Sparkle - 13
Silent in the Morning - 9
The Horse - 9
Uncle Pen - 9
Avenu Malkenu - 8
The Landlady - 8
The Man Who Stepped Into Yesterday - 8
Big Black Furry Creature from Mars - 7
Rocky Top - 6

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

Backwards Down the Number Line - 4
46 Days - 3
A Wave of Hope - 3
Alaska - 3
Drift While You're Sleeping - 3
Joy - 3
Kill Devil Falls - 3
Sigma Oasis - 3
Stealing Time From the Faulty Plan - 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:

Foam - 13
Sparkle - 13
Harry Hood - 11
Silent in the Morning - 9
The Horse - 9
Uncle Pen - 9
Avenu Malkenu - 8
The Landlady - 8
The Man Who Stepped Into Yesterday - 8
Big Black Furry Creature from Mars - 7

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

Backwards Down the Number Line - 4
46 Days - 3
A Wave of Hope - 3
Alaska - 3
Drift While You're Sleeping - 3
Joy - 3
Kill Devil Falls - 3
Sigma Oasis - 3
Stealing Time From the Faulty Plan - 3
Axilla (Part II) - 2

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