Shows by day of week

• Sunday- 10
• Monday- 1
• Tuesday- 6
• Wednesday- 9
• Thursday- 6
• Friday- 17
• Saturday- 19

Shows by month

• January -
• February - 2
• March -
• April -
• May -
• June - 15
• July - 18
• August - 23
• September - 2
• October - 5
• November - 2
• December - 1

Shows by year

• 1999- 1
• 2000- 4
• 2001- 0
• 2002- 0
• 2003- 7
• 2004- 6
• 2009- 3
• 2010- 3
• 2011- 5
• 2012- 1
• 2013- 1
• 2014- 2
• 2015- 4
• 2016- 2
• 2017- 2
• 2018- 2
• 2019- 4
• 2020- 0
• 2021- 6
• 2022- 4
• 2023- 4
• 2024- 4
• 2025- 3

Most Frequently Played Dates

• 7/21- 3
• 7/22- 3
• 8/13- 3
• 8/15- 3
• 8/7- 3
• 6/23- 2
• 6/24- 2
• 6/28- 2
• 6/29- 2
• 7/15- 2
• 7/18- 2
• 7/19- 2
• 8/14- 2
• 8/6- 2
• 10/10- 1
• 10/11- 1
• 10/22- 1
• 10/26- 1
• 10/27- 1
• 11/20- 1
• 11/21- 1

Shows by States

• NY - 12 (18%)
• OH - 12 (18%)
• IN - 10 (15%)
• NJ - 9 (13%)
• IL - 7 (10%)
• PA - 5 (7%)
• WI - 4 (6%)
• DE - 4 (6%)
• MD - 2 (3%)
• VT - 2 (3%)
• MI - 1 (1%)

Shows by Time Zone

• Eastern - 57 (84%)
• Central - 11 (16%)
• Mountain - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• Noblesville, IN - 10 (15%)
• Atlantic City, NJ - 6 (9%)
• Watkins Glen, NY - 6 (9%)
• Cuyahoga Falls, OH - 6 (9%)
• Cincinnati, OH - 4 (6%)
• Rosemont, IL - 4 (6%)
• East Troy, WI - 4 (6%)
• Dover, DE - 4 (6%)
• Holmdel, NJ - 3 (4%)
• Chicago, IL - 3 (4%)
• Coventry, VT - 2 (3%)
• Burgettstown, PA - 2 (3%)
• Darien Center, NY - 2 (3%)
• Columbia, MD - 2 (3%)
• Dayton, OH - 2 (3%)
• Philadelphia, PA - 2 (3%)
• New York, NY - 2 (3%)
• Rochester, NY - 1 (1%)
• Pittsburgh, PA - 1 (1%)
• Clarkston, MI - 1 (1%)
• Canandaigua, NY - 1 (1%)

Shows by Venues

• Ruoff Music Center - 10 (15%)
• Atlantic City Beach - 6 (9%)
• Watkins Glen International - 6 (9%)
• Blossom Music Center - 6 (9%)
• Allstate Arena - 4 (6%)
• U.S. Bank Arena - 4 (6%)
• Alpine Valley Music Theatre - 4 (6%)
• The Woodlands - 4 (6%)
• Garden State Arts Center - 3 (4%)
• United Center - 3 (4%)
• Newport State Airport - 2 (3%)
• Merriweather Post Pavilion - 2 (3%)
• Madison Square Garden - 2 (3%)
• Wright State University - 2 (3%)
• The Mann Center for the Performing Arts - 2 (3%)
• Darien Lake Performing Arts Center - 2 (3%)
• Star Lake Amphitheatre - 2 (3%)
• Petersen Events Center - 1 (1%)
• Finger Lakes Performing Arts Center - 1 (1%)
• DTE Energy Music Theatre - 1 (1%)
• BlueCross Arena - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 5 (7%)
• After hiatus - 63 (93%)

308 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 20.3.
The average amount of times each song was played is 4.42.
There were 103 onetimers
1382 total songs have been played in the selected shows.

There were 1 one set shows
There were 62 two set shows
There were 3 three set shows
There were 2 four set shows
9 songs were in a four show rotation.
18 songs were in a five show rotation.

Total Times Played

Bathtub Gin - 19 (27%)
Harry Hood - 19 (27%)
Possum - 18 (26%)
Character Zero - 17 (25%)
Down with Disease - 17 (25%)
Mike's Song - 17 (25%)
Slave to the Traffic Light - 17 (25%)
Weekapaug Groove - 17 (25%)
Wilson - 17 (25%)
46 Days - 16 (23%)
Ghost - 16 (23%)
Chalk Dust Torture - 15 (22%)
Run Like an Antelope - 15 (22%)
The Moma Dance - 15 (22%)
Tube - 15 (22%)
Wolfman's Brother - 15 (22%)
Backwards Down the Number Line - 14 (20%)
You Enjoy Myself - 14 (20%)
Also Sprach Zarathustra - 13 (19%)
Reba - 13 (19%)
Rift - 13 (19%)
Sample in a Jar - 13 (19%)
Tweezer - 13 (19%)
David Bowie - 12 (17%)
Piper - 12 (17%)
Scents and Subtle Sounds - 12 (17%)
Stash - 12 (17%)
Tweezer Reprise - 12 (17%)
Twist - 12 (17%)
Axilla - 11 (16%)
Funky Bitch - 11 (16%)
Limb By Limb - 11 (16%)
Meatstick - 11 (16%)
Split Open and Melt - 11 (16%)
Suzy Greenberg - 11 (16%)
Walls of the Cave - 11 (16%)
AC/DC Bag - 10 (14%)
Back on the Train - 10 (14%)
Birds of a Feather - 10 (14%)
First Tube - 10 (14%)
NICU - 10 (14%)
Prince Caspian - 10 (14%)
Cavern - 9 (13%)
Free - 9 (13%)
Fuego - 9 (13%)
Gotta Jibboo - 9 (13%)
Halley's Comet - 9 (13%)
Roggae - 9 (13%)
The Wedge - 9 (13%)
Theme From the Bottom - 9 (13%)
Blaze On - 8 (11%)
Cities - 8 (11%)
Crosseyed and Painless - 8 (11%)
Divided Sky - 8 (11%)
Golgi Apparatus - 8 (11%)
Kill Devil Falls - 8 (11%)
No Men In No Man's Land - 8 (11%)
Ocelot - 8 (11%)
Rock and Roll - 8 (11%)
Sand - 8 (11%)
Simple - 8 (11%)
Waste - 8 (11%)
Ya Mar - 8 (11%)
Carini - 7 (10%)
Everything's Right - 7 (10%)
I Am Hydrogen - 7 (10%)
I Didn't Know - 7 (10%)
Light - 7 (10%)
Maze - 7 (10%)
Punch You in the Eye - 7 (10%)
The Squirming Coil - 7 (10%)
Timber (Jerry the Mule) - 7 (10%)
Wading in the Velvet Sea - 7 (10%)
555 - 6 (8%)
Boogie On Reggae Woman - 6 (8%)
Bouncing Around the Room - 6 (8%)
Buffalo Bill - 6 (8%)
Fluffhead - 6 (8%)
Golden Age - 6 (8%)
Heavy Things - 6 (8%)
Horn - 6 (8%)
It's Ice - 6 (8%)
Joy - 6 (8%)
Julius - 6 (8%)
Loving Cup - 6 (8%)
My Friend, My Friend - 6 (8%)
Poor Heart - 6 (8%)
Runaway Jim - 6 (8%)
Seven Below - 6 (8%)
Silent in the Morning - 6 (8%)
Steam - 6 (8%)
Taste - 6 (8%)
The Horse - 6 (8%)
What's the Use? - 6 (8%)
A Song I Heard the Ocean Sing - 5 (7%)
Bug - 5 (7%)
Drowned - 5 (7%)
Farmhouse - 5 (7%)
Frankenstein - 5 (7%)
Good Times Bad Times - 5 (7%)
Lawn Boy - 5 (7%)
My Sweet One - 5 (7%)
Roses Are Free - 5 (7%)
Ruby Waves - 5 (7%)
Sigma Oasis - 5 (7%)
Water in the Sky - 5 (7%)
When the Circus Comes - 5 (7%)
Brian and Robert - 4 (5%)
Cars Trucks Buses - 4 (5%)
Fast Enough for You - 4 (5%)
Friday - 4 (5%)
Gumbo - 4 (5%)
Llama - 4 (5%)
Martian Monster - 4 (5%)
Mountains in the Mist - 4 (5%)
Pillow Jets - 4 (5%)
Set Your Soul Free - 4 (5%)
Sleeping Monkey - 4 (5%)
Sparkle - 4 (5%)
The Line - 4 (5%)
The Lizards - 4 (5%)
The Mango Song - 4 (5%)
The Sloth - 4 (5%)
A Life Beyond The Dream - 3 (4%)
A Wave of Hope - 3 (4%)
Army of One - 3 (4%)
Billy Breathes - 3 (4%)
Dirt - 3 (4%)
Fee - 3 (4%)
Halfway to the Moon - 3 (4%)
I Never Needed You Like This Before - 3 (4%)
Makisupa Policeman - 3 (4%)
Mercury - 3 (4%)
Moonage Daydream - 3 (4%)
More - 3 (4%)
Most Events Aren't Planned - 3 (4%)
Mound - 3 (4%)
My Soul - 3 (4%)
Nellie Kane - 3 (4%)
Party Time - 3 (4%)
Peaches en Regalia - 3 (4%)
Scent of a Mule - 3 (4%)
Sneakin' Sally Through the Alley - 3 (4%)
Soul Planet - 3 (4%)
Stealing Time From the Faulty Plan - 3 (4%)
Time Turns Elastic - 3 (4%)
Undermind - 3 (4%)
Vultures - 3 (4%)
Waves - 3 (4%)
Your Pet Cat - 3 (4%)
A Day in the Life - 2 (2%)
About to Run - 2 (2%)
Alaska - 2 (2%)
Albuquerque - 2 (2%)
All of These Dreams - 2 (2%)
Anything But Me - 2 (2%)
Breath and Burning - 2 (2%)
Camel Walk - 2 (2%)
Catapult - 2 (2%)
Contact - 2 (2%)
Crazy Sometimes - 2 (2%)
Crowd Control - 2 (2%)
Destiny Unbound - 2 (2%)
Devotion To a Dream - 2 (2%)
Dog Faced Boy - 2 (2%)
Dogs Stole Things - 2 (2%)
Fire - 2 (2%)
Foam - 2 (2%)
Ginseng Sullivan - 2 (2%)
Glide - 2 (2%)
Guelah Papyrus - 2 (2%)
Guyute - 2 (2%)
If I Could - 2 (2%)
Izabella - 2 (2%)
Jam - 2 (2%)
Kung - 2 (2%)
Leaves - 2 (2%)
Lifeboy - 2 (2%)
McGrupp and the Watchful Hosemasters - 2 (2%)
Meat - 2 (2%)
Mind Left Body Jam - 2 (2%)
No Quarter - 2 (2%)
Oblivion - 2 (2%)
Quinn the Eskimo (The Mighty Quinn) - 2 (2%)
Rise/Come Together - 2 (2%)
Sanity - 2 (2%)
Saw It Again - 2 (2%)
Say It To Me S.A.N.T.O.S. - 2 (2%)
Shade - 2 (2%)
Shine a Light - 2 (2%)
Soul Shakedown Party - 2 (2%)
Strawberry Fields Forever - 2 (2%)
Sugar Shack - 2 (2%)
The Ballad of Curtis Loew - 2 (2%)
The Curtain - 2 (2%)
The Dogs - 2 (2%)
The Final Hurrah - 2 (2%)
The Oh Kee Pa Ceremony - 2 (2%)
Torn and Frayed - 2 (2%)
Twenty Years Later - 2 (2%)
Waiting All Night - 2 (2%)
Walk Away - 2 (2%)
What's Going Through Your Mind - 2 (2%)
Wingsuit - 2 (2%)
Yarmouth Road - 2 (2%)
Access Me - 1 (1%)
Ass Handed - 1 (1%)
Avenu Malkenu - 1 (1%)
Axilla (Part II) - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Balls - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Bold As Love - 1 (1%)
Broken Into Pieces - 1 (1%)
Buried Alive - 1 (1%)
Casual Enlightenment - 1 (1%)
Clear Your Mind - 1 (1%)
Coconut - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Come on Baby Let's Go Downtown - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cool Jerk - 1 (1%)
Corinna - 1 (1%)
Dear Prudence - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Dem Bones - 1 (1%)
Dinner and a Movie - 1 (1%)
Discern - 1 (1%)
Drift While You're Sleeping - 1 (1%)
Drive-In Jam - 1 (1%)
Driver - 1 (1%)
Dust in the Wind - 1 (1%)
Egg in a Hole - 1 (1%)
Esther - 1 (1%)
Everything is Hollow - 1 (1%)
Evolve - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Friend - 1 (1%)
Friends - 1 (1%)
Frost - 1 (1%)
Fuck Your Face - 1 (1%)
Ghosts of the Forest - 1 (1%)
Grind - 1 (1%)
Halfway Home - 1 (1%)
Happy Birthday to You - 1 (1%)
Have Mercy - 1 (1%)
Heavy Rotation - 1 (1%)
Hey Stranger - 1 (1%)
Hold Your Head Up - 1 (1%)
How High the Moon - 1 (1%)
How Many People Are You - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Am the Walrus - 1 (1%)
Instant Karma! - 1 (1%)
Life Saving Gun - 1 (1%)
Life on Mars? - 1 (1%)
Lonely Trip - 1 (1%)
Look Out Cleveland - 1 (1%)
Magilla - 1 (1%)
Mellow Mood - 1 (1%)
Miss You - 1 (1%)
Mock Song - 1 (1%)
Monkey Man - 1 (1%)
Monsters - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
NO2 - 1 (1%)
Nothing - 1 (1%)
Olivia's Pool - 1 (1%)
On Your Way Down - 1 (1%)
Pebbles and Marbles - 1 (1%)
Pigtail - 1 (1%)
Plasma - 1 (1%)
Ride Captain Ride - 1 (1%)
Rocket in My Pocket - 1 (1%)
Rocky Top - 1 (1%)
Scabbard - 1 (1%)
Secret Smile - 1 (1%)
Shake Your Coconuts - 1 (1%)
Show of Life - 1 (1%)
Sleep Again - 1 (1%)
Storage Jam - 1 (1%)
Strange Design - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Virginia - 1 (1%)
Terrapin - 1 (1%)
The 9th Cube - 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%)
The Star-Spangled Banner - 1 (1%)
Things People Do - 1 (1%)
Thunderhead - 1 (1%)
Tide Turns - 1 (1%)
Time Loves a Hero - 1 (1%)
Train Song - 1 (1%)
Turtle in the Clouds - 1 (1%)
Two Versions of Me - 1 (1%)
Victim - 1 (1%)
Waking Up Dead - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Winterqueen - 1 (1%)
Wombat - 1 (1%)
Woodlands Jam - 1 (1%)

First Set Openers

Chalk Dust Torture - 4
Punch You in the Eye - 4
Sample in a Jar - 3
Wilson - 3
Wolfman's Brother - 3
Carini - 2
Cars Trucks Buses - 2
Llama - 2
Mike's Song - 2
Party Time - 2
Sigma Oasis - 2
Strawberry Fields Forever - 2
46 Days - 1
555 - 1
A Song I Heard the Ocean Sing - 1
AC/DC Bag - 1
Access Me - 1
Axilla - 1
Bouncing Around the Room - 1
Buried Alive - 1
Cities - 1
Come on Baby Let's Go Downtown - 1
Crowd Control - 1
Divided Sky - 1
Down with Disease - 1
Funky Bitch - 1
Harry Hood - 1
I Never Needed You Like This Before - 1
Julius - 1
Kill Devil Falls - 1
Life Saving Gun - 1
Look Out Cleveland - 1
Loving Cup - 1
Nellie Kane - 1
Possum - 1
Runaway Jim - 1
Scents and Subtle Sounds - 1
Set Your Soul Free - 1
Shake Your Coconuts - 1
Simple - 1
Soul Planet - 1
Soul Shakedown Party - 1
Stash - 1
The Landlady - 1
The Moma Dance - 1
The Sloth - 1
Tube - 1
Undermind - 1
Walls of the Cave - 1

First Set Closers

Character Zero - 6
David Bowie - 6
Run Like an Antelope - 5
Walls of the Cave - 5
Cavern - 3
Sand - 3
The Squirming Coil - 3
Weekapaug Groove - 3
You Enjoy Myself - 3
Bathtub Gin - 2
Golgi Apparatus - 2
Possum - 2
Rock and Roll - 2
46 Days - 1
Carini - 1
Chalk Dust Torture - 1
Fire - 1
Fluffhead - 1
Golden Age - 1
I Didn't Know - 1
If I Could - 1
Izabella - 1
Julius - 1
Meatstick - 1
Monkey Man - 1
Moonage Daydream - 1
More - 1
Most Events Aren't Planned - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Sample in a Jar - 1
Scents and Subtle Sounds - 1
Split Open and Melt - 1
Stash - 1
Suzy Greenberg - 1
Taste - 1
Time Turns Elastic - 1

Second Set Openers

Down with Disease - 7
Mike's Song - 4
Tube - 4
Birds of a Feather - 3
Crosseyed and Painless - 3
Tweezer - 3
AC/DC Bag - 2
Chalk Dust Torture - 2
Drowned - 2
Everything's Right - 2
Golden Age - 2
Halley's Comet - 2
No Men In No Man's Land - 2
Rock and Roll - 2
Also Sprach Zarathustra - 1
Axilla (Part II) - 1
Bathtub Gin - 1
Big Balls - 1
Boogie On Reggae Woman - 1
Carini - 1
Cavern - 1
Free - 1
Fuego - 1
Ghost - 1
Gotta Jibboo - 1
I Never Needed You Like This Before - 1
Jam - 1
Martian Monster - 1
Meatstick - 1
My Friend, My Friend - 1
Piper - 1
Punch You in the Eye - 1
Runaway Jim - 1
Seven Below - 1
Sigma Oasis - 1
Split Open and Melt - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
The Moma Dance - 1
What's Going Through Your Mind - 1
Wolfman's Brother - 1

Second Set Closers

Character Zero - 6
Slave to the Traffic Light - 5
You Enjoy Myself - 5
Run Like an Antelope - 4
Cavern - 3
Harry Hood - 3
Suzy Greenberg - 3
Chalk Dust Torture - 2
Fluffhead - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Possum - 2
Tweezer Reprise - 2
Walls of the Cave - 2
Bathtub Gin - 1
Blaze On - 1
Bug - 1
Carini - 1
Coconut - 1
Dem Bones - 1
Everything's Right - 1
First Tube - 1
Ghost - 1
I Am the Walrus - 1
I Never Needed You Like This Before - 1
Julius - 1
Kill Devil Falls - 1
Martian Monster - 1
More - 1
Prince Caspian - 1
Rock and Roll - 1
Ruby Waves - 1
Shine a Light - 1
Split Open and Melt - 1
The Squirming Coil - 1
The Star-Spangled Banner - 1
Wading in the Velvet Sea - 1
Weekapaug Groove - 1

Third Set Openers

Fast Enough for You - 1
Golden Age - 1
Meatstick - 1
Twist - 1
Woodlands Jam - 1

Third Set Closers

A Day in the Life - 1
Friday - 1
Slave to the Traffic Light - 1
Walls of the Cave - 1
Woodlands Jam - 1

Fourth Set Openers

Drive-In Jam - 1
Storage Jam - 1

Fourth Set Closers

Drive-In Jam - 1
Sleeping Monkey - 1

Encores

Tweezer Reprise - 10
First Tube - 9
Loving Cup - 5
Slave to the Traffic Light - 5
Character Zero - 4
Harry Hood - 4
Joy - 4
Possum - 4
A Life Beyond The Dream - 3
Good Times Bad Times - 3
Sleeping Monkey - 3
Wading in the Velvet Sea - 3
Waste - 3
Wilson - 3
Backwards Down the Number Line - 2
Contact - 2
Fee - 2
Frankenstein - 2
Hold Your Head Up - 2
Sanity - 2
Say It To Me S.A.N.T.O.S. - 2
The Squirming Coil - 2
You Enjoy Myself - 2
46 Days - 1
Also Sprach Zarathustra - 1
Axilla - 1
Bathtub Gin - 1
Bold As Love - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Brian and Robert - 1
Buffalo Bill - 1
Bug - 1
Cities - 1
Dear Prudence - 1
Drift While You're Sleeping - 1
Egg in a Hole - 1
Farmhouse - 1
Fire - 1
Fluffhead - 1
Free - 1
Fuego - 1
Ghost - 1
Golgi Apparatus - 1
Grind - 1
Julius - 1
Kung - 1
Limb By Limb - 1
Maze - 1
My Sweet One - 1
NO2 - 1
Peaches en Regalia - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock and Roll - 1
Sample in a Jar - 1
Saw It Again - 1
Show of Life - 1
Silent in the Morning - 1
Split Open and Melt - 1
Suzy Greenberg - 1
Terrapin - 1
The Curtain With - 1
The Horse - 1
The Mango Song - 1
Tube - 1
Weekapaug Groove - 1
While My Guitar Gently Weeps - 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 31 song debuts
0.46 debuts per show.
The most frequently played song you have seen debuted is Steam (66 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Bold As Love - 1
Come on Baby Let's Go Downtown - 1

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

Possum - 18
46 Days - 16
Wolfman's Brother - 15
Backwards Down the Number Line - 14
Also Sprach Zarathustra - 13
Rift - 13
Sample in a Jar - 13
David Bowie - 12
Scents and Subtle Sounds - 12
Twist - 12

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:

Frankenstein - 5
Friday - 4
Anything But Me - 2
Catapult - 2
Dogs Stole Things - 2
Glide - 2
Meat - 2
Access Me - 1
Beauty of My Dreams - 1
Bold As Love - 1

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

Backwards Down the Number Line - 14
Fuego - 9
Blaze On - 8
Kill Devil Falls - 8
No Men In No Man's Land - 8
Ocelot - 8
Everything's Right - 7
Light - 7
555 - 6
Fluffhead - 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