Shows by day of week

• Sunday- 17
• Monday- 5
• Tuesday- 9
• Wednesday- 9
• Thursday- 3
• Friday- 18
• Saturday- 16

Shows by month

• January -
• February -
• March -
• April - 8
• May -
• June - 5
• July - 24
• August - 10
• September - 13
• October - 7
• November - 2
• December - 8

Shows by year

• 2003- 1
• 2004- 0
• 2009- 2
• 2010- 2
• 2011- 6
• 2012- 5
• 2013- 11
• 2014- 3
• 2015- 2
• 2016- 7
• 2017- 0
• 2018- 6
• 2019- 4
• 2020- 0
• 2021- 7
• 2022- 4
• 2023- 4
• 2024- 2
• 2025- 11

Most Frequently Played Dates

• 8/31- 4
• 12/30- 3
• 12/31- 3
• 7/23- 3
• 8/30- 3
• 9/1- 3
• 9/2- 3
• 10/31- 2
• 7/20- 2
• 7/22- 2
• 7/26- 2
• 7/30- 2
• 9/3- 2
• 9/4- 2
• 9/5- 2
• 10/22- 1
• 10/23- 1
• 10/24- 1
• 10/26- 1
• 10/30- 1
• 11/1- 1

Shows by States

• CO - 22 (29%)
• NY - 14 (18%)
• CA - 12 (16%)
• NV - 8 (10%)
• PA - 7 (9%)
• WA - 6 (8%)
• NJ - 5 (6%)
• AZ - 1 (1%)
• OR - 1 (1%)
• MD - 1 (1%)

Shows by Time Zone

• Eastern - 27 (35%)
• Pacific - 27 (35%)
• Mountain - 23 (30%)
• Central - 0 (0%)

Shows by Cities

• Commerce City, CO - 21 (27%)
• Philadelphia, PA - 7 (9%)
• New York, NY - 7 (9%)
• Camden, NJ - 5 (6%)
• George, WA - 4 (5%)
• Las Vegas, NV - 4 (5%)
• Hollywood, CA - 4 (5%)
• Stateline, NV - 4 (5%)
• Watkins Glen, NY - 3 (4%)
• San Francisco, CA - 3 (4%)
• Chula Vista, CA - 2 (3%)
• Seattle, WA - 2 (3%)
• Inglewood, CA - 2 (3%)
• Bethel, NY - 2 (3%)
• Portland, OR - 1 (1%)
• Santa Barbara, CA - 1 (1%)
• Phoenix, AZ - 1 (1%)
• Columbia, MD - 1 (1%)
• Uniondale, NY - 1 (1%)
• Boulder, CO - 1 (1%)
• Syracuse, NY - 1 (1%)

Shows by Venues

• Dick's Sporting Goods Park - 21 (27%)
• Madison Square Garden - 7 (9%)
• The Mann Center for the Performing Arts - 6 (8%)
• Tweeter Center at the Waterfront - 5 (6%)
• Hollywood Bowl - 4 (5%)
• MGM Grand Garden Arena - 4 (5%)
• Lake Tahoe Outdoor Arena at Harveys - 4 (5%)
• Gorge Amphitheatre - 4 (5%)
• Bill Graham Civic Auditorium - 3 (4%)
• Watkins Glen International - 3 (4%)
• Bethel Woods Center for the Arts - 2 (3%)
• Coors Amphitheatre - 2 (3%)
• Key Arena - 2 (3%)
• Great Western Forum - 2 (3%)
• Santa Barbara Bowl - 1 (1%)
• Merriweather Post Pavilion - 1 (1%)
• Wachovia Center - 1 (1%)
• Moda Center - 1 (1%)
• Desert Sky Pavilion - 1 (1%)
• Folsom Field - 1 (1%)
• Lakeview Amphitheater - 1 (1%)
• Nassau Veterans Memorial Coliseum - 1 (1%)

323 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 21.4.
The average amount of times each song was played is 5.05.
There were 92 onetimers
1651 total songs have been played in the selected shows.

There were 71 two set shows
There were 5 three set shows
There were 1 four set shows
5 songs were in a four show rotation.
20 songs were in a five show rotation.

Total Times Played

Chalk Dust Torture - 23 (29%)
Harry Hood - 23 (29%)
Character Zero - 22 (28%)
Ghost - 21 (27%)
Tweezer Reprise - 20 (25%)
Run Like an Antelope - 19 (24%)
Carini - 18 (23%)
Down with Disease - 18 (23%)
Sand - 18 (23%)
Slave to the Traffic Light - 18 (23%)
The Moma Dance - 18 (23%)
Tweezer - 18 (23%)
Weekapaug Groove - 18 (23%)
Wolfman's Brother - 18 (23%)
46 Days - 17 (22%)
Light - 17 (22%)
Mike's Song - 17 (22%)
Piper - 17 (22%)
Also Sprach Zarathustra - 16 (20%)
Possum - 16 (20%)
Backwards Down the Number Line - 15 (19%)
Bathtub Gin - 15 (19%)
Tube - 15 (19%)
Bouncing Around the Room - 14 (18%)
Cavern - 14 (18%)
Stash - 14 (18%)
Twist - 14 (18%)
You Enjoy Myself - 14 (18%)
Birds of a Feather - 13 (16%)
Joy - 13 (16%)
Kill Devil Falls - 13 (16%)
Ocelot - 13 (16%)
Sample in a Jar - 13 (16%)
Simple - 13 (16%)
Steam - 13 (16%)
Suzy Greenberg - 13 (16%)
Back on the Train - 12 (15%)
Blaze On - 12 (15%)
Boogie On Reggae Woman - 12 (15%)
First Tube - 12 (15%)
Fluffhead - 12 (15%)
Free - 12 (15%)
Fuego - 12 (15%)
Funky Bitch - 12 (15%)
The Wedge - 12 (15%)
Theme From the Bottom - 12 (15%)
AC/DC Bag - 11 (14%)
Divided Sky - 11 (14%)
Halley's Comet - 11 (14%)
My Friend, My Friend - 11 (14%)
Prince Caspian - 11 (14%)
Rift - 11 (14%)
Bug - 10 (12%)
David Bowie - 10 (12%)
Everything's Right - 10 (12%)
Golgi Apparatus - 10 (12%)
No Men In No Man's Land - 10 (12%)
Silent in the Morning - 10 (12%)
Split Open and Melt - 10 (12%)
Stealing Time From the Faulty Plan - 10 (12%)
What's the Use? - 10 (12%)
Golden Age - 9 (11%)
Lawn Boy - 9 (11%)
Runaway Jim - 9 (11%)
Say It To Me S.A.N.T.O.S. - 9 (11%)
Timber (Jerry the Mule) - 9 (11%)
Walls of the Cave - 9 (11%)
Wilson - 9 (11%)
A Life Beyond The Dream - 8 (10%)
Crosseyed and Painless - 8 (10%)
Julius - 8 (10%)
Loving Cup - 8 (10%)
Maze - 8 (10%)
Meatstick - 8 (10%)
Party Time - 8 (10%)
The Horse - 8 (10%)
Twenty Years Later - 8 (10%)
Undermind - 8 (10%)
555 - 7 (9%)
A Song I Heard the Ocean Sing - 7 (9%)
Cities - 7 (9%)
Farmhouse - 7 (9%)
Gumbo - 7 (9%)
Heavy Things - 7 (9%)
I Am Hydrogen - 7 (9%)
Martian Monster - 7 (9%)
Set Your Soul Free - 7 (9%)
Waste - 7 (9%)
Halfway to the Moon - 6 (7%)
Mercury - 6 (7%)
More - 6 (7%)
NICU - 6 (7%)
Reba - 6 (7%)
Roses Are Free - 6 (7%)
Scent of a Mule - 6 (7%)
Scents and Subtle Sounds - 6 (7%)
Sparkle - 6 (7%)
The Lizards - 6 (7%)
The Squirming Coil - 6 (7%)
Yarmouth Road - 6 (7%)
Alaska - 5 (6%)
Evolve - 5 (6%)
Grind - 5 (6%)
I Didn't Know - 5 (6%)
It's Ice - 5 (6%)
Limb By Limb - 5 (6%)
Llama - 5 (6%)
Poor Heart - 5 (6%)
Punch You in the Eye - 5 (6%)
Rock and Roll - 5 (6%)
Roggae - 5 (6%)
Seven Below - 5 (6%)
Show of Life - 5 (6%)
Sleeping Monkey - 5 (6%)
Wading in the Velvet Sea - 5 (6%)
A Wave of Hope - 4 (5%)
About to Run - 4 (5%)
Ass Handed - 4 (5%)
Beneath a Sea of Stars Part 1 - 4 (5%)
Buried Alive - 4 (5%)
Fuck Your Face - 4 (5%)
Gotta Jibboo - 4 (5%)
Guelah Papyrus - 4 (5%)
Guyute - 4 (5%)
Lonely Trip - 4 (5%)
McGrupp and the Watchful Hosemasters - 4 (5%)
Most Events Aren't Planned - 4 (5%)
Mound - 4 (5%)
No Quarter - 4 (5%)
Pebbles and Marbles - 4 (5%)
Rise/Come Together - 4 (5%)
Saw It Again - 4 (5%)
Sigma Oasis - 4 (5%)
Sneakin' Sally Through the Alley - 4 (5%)
Taste - 4 (5%)
The Curtain With - 4 (5%)
The Sloth - 4 (5%)
Turtle in the Clouds - 4 (5%)
Walk Away - 4 (5%)
What's Going Through Your Mind - 4 (5%)
Wingsuit - 4 (5%)
Wombat - 4 (5%)
Ya Mar - 4 (5%)
A Day in the Life - 3 (3%)
Alumni Blues - 3 (3%)
Army of One - 3 (3%)
Auld Lang Syne - 3 (3%)
Axilla - 3 (3%)
Axilla (Part II) - 3 (3%)
Big Black Furry Creature from Mars - 3 (3%)
Bold As Love - 3 (3%)
Brian and Robert - 3 (3%)
Camel Walk - 3 (3%)
Drift While You're Sleeping - 3 (3%)
Fee - 3 (3%)
Fire - 3 (3%)
Horn - 3 (3%)
Icculus - 3 (3%)
Letter to Jimmy Page - 3 (3%)
Meat - 3 (3%)
Miss You - 3 (3%)
My Sweet One - 3 (3%)
Nellie Kane - 3 (3%)
Oblivion - 3 (3%)
Ruby Waves - 3 (3%)
Shade - 3 (3%)
Soul Planet - 3 (3%)
Sugar Shack - 3 (3%)
Waves - 3 (3%)
Winterqueen - 3 (3%)
After Midnight - 2 (2%)
Architect - 2 (2%)
Cars Trucks Buses - 2 (2%)
Colonel Forbin's Ascent - 2 (2%)
Contact - 2 (2%)
Cool It Down - 2 (2%)
Crazy Sometimes - 2 (2%)
Devotion To a Dream - 2 (2%)
Driver - 2 (2%)
Esther - 2 (2%)
Ether Edge - 2 (2%)
Fast Enough for You - 2 (2%)
Fly Famous Mockingbird - 2 (2%)
Good Times Bad Times - 2 (2%)
Ha Ha Ha - 2 (2%)
Happy Birthday to You - 2 (2%)
Hey Stranger - 2 (2%)
I Always Wanted It This Way - 2 (2%)
If I Could - 2 (2%)
Jesus Just Left Chicago - 2 (2%)
Lengthwise - 2 (2%)
Life Saving Gun - 2 (2%)
Lonesome Cowboy Bill - 2 (2%)
Makisupa Policeman - 2 (2%)
Mercy - 2 (2%)
Mountains in the Mist - 2 (2%)
Mr. Completely - 2 (2%)
Mull - 2 (2%)
My Soul - 2 (2%)
Oh! Sweet Nuthin' - 2 (2%)
Passing Through - 2 (2%)
Pillow Jets - 2 (2%)
Plasma - 2 (2%)
Ride Captain Ride - 2 (2%)
Rocky Top - 2 (2%)
Sanity - 2 (2%)
Say Something - 2 (2%)
Secret Smile - 2 (2%)
Shine a Light - 2 (2%)
Soul Shakedown Party - 2 (2%)
Space Oddity - 2 (2%)
Strange Design - 2 (2%)
Stray Dog - 2 (2%)
Susskind Hotel - 2 (2%)
Tela - 2 (2%)
The Dogs - 2 (2%)
The Final Hurrah - 2 (2%)
The Howling - 2 (2%)
The Landlady - 2 (2%)
The Line - 2 (2%)
The Mango Song - 2 (2%)
The Well - 2 (2%)
Time Turns Elastic - 2 (2%)
Train Song - 2 (2%)
Uncle Pen - 2 (2%)
Vultures - 2 (2%)
Waiting All Night - 2 (2%)
Water in the Sky - 2 (2%)
We Are Come to Outlive Our Brains - 2 (2%)
When the Circus Comes - 2 (2%)
Your Pet Cat - 2 (2%)
Access Me - 1 (1%)
All of These Dreams - 1 (1%)
Avenu Malkenu - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Big Balls - 1 (1%)
Billie Jean Jam - 1 (1%)
Billy Breathes - 1 (1%)
Bliss - 1 (1%)
Breath and Burning - 1 (1%)
Buffalo Bill - 1 (1%)
Bye Bye Foot - 1 (1%)
Can't Always Listen - 1 (1%)
Catapult - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Destiny Unbound - 1 (1%)
Easy To Slip - 1 (1%)
Emotional Rescue - 1 (1%)
Evening Song - 1 (1%)
Everything is Hollow - 1 (1%)
Five Years - 1 (1%)
Fly Like an Eagle - 1 (1%)
Foam - 1 (1%)
Frankenstein - 1 (1%)
Free Man in Paris - 1 (1%)
Garden Party - 1 (1%)
Ginseng Sullivan - 1 (1%)
Glide - 1 (1%)
Hang On to Yourself - 1 (1%)
Harpua - 1 (1%)
Have Mercy - 1 (1%)
How Many People Are You - 1 (1%)
I Been Around - 1 (1%)
Infinite - 1 (1%)
Iron Man - 1 (1%)
It Ain't Easy - 1 (1%)
Izabella - 1 (1%)
Jam - 1 (1%)
Keyboard Army - 1 (1%)
Kung - 1 (1%)
L.A. Woman - 1 (1%)
Lady Stardust - 1 (1%)
Legalize It - 1 (1%)
Life on Mars? - 1 (1%)
Lifeboy - 1 (1%)
Monkey Man - 1 (1%)
Monsters - 1 (1%)
Moonage Daydream - 1 (1%)
NO2 - 1 (1%)
Nothing - 1 (1%)
On Your Way Down - 1 (1%)
On the Road Again - 1 (1%)
Once in a Lifetime - 1 (1%)
Paul and Silas - 1 (1%)
Peaches en Regalia - 1 (1%)
Petrichor - 1 (1%)
Play by Play - 1 (1%)
Quinn the Eskimo (The Mighty Quinn) - 1 (1%)
Rock 'n' Roll Suicide - 1 (1%)
Sabotage - 1 (1%)
Sightless Escape - 1 (1%)
Sleep Again - 1 (1%)
Soul Love - 1 (1%)
Sparks - 1 (1%)
Spock's Brain - 1 (1%)
Star - 1 (1%)
Starman - 1 (1%)
Steep - 1 (1%)
Storage Jam - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Suffragette City - 1 (1%)
Summer of '89 - 1 (1%)
Sweet Adeline - 1 (1%)
Sweet Virginia - 1 (1%)
Swept Away - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birdwatcher - 1 (1%)
The Curtain - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
The Old Home Place - 1 (1%)
The Rover - 1 (1%)
The Silver Light - 1 (1%)
The Star-Spangled Banner - 1 (1%)
Time Loves a Hero - 1 (1%)
Torn and Frayed - 1 (1%)
United We Stand - 1 (1%)
Weigh - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
You Ain't Goin' Nowhere - 1 (1%)
Ziggy Stardust - 1 (1%)

First Set Openers

AC/DC Bag - 4
Buried Alive - 4
The Moma Dance - 4
46 Days - 3
Free - 3
Ghost - 3
Alumni Blues - 2
Chalk Dust Torture - 2
Kill Devil Falls - 2
Mike's Song - 2
No Men In No Man's Land - 2
Possum - 2
Runaway Jim - 2
The Dogs - 2
The Landlady - 2
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
Architect - 1
Bathtub Gin - 1
Can't Always Listen - 1
Carini - 1
Cars Trucks Buses - 1
David Bowie - 1
Evening Song - 1
Everything's Right - 1
Farmhouse - 1
First Tube - 1
Fluffhead - 1
Garden Party - 1
Golgi Apparatus - 1
Grind - 1
Happy Birthday to You - 1
Julius - 1
Llama - 1
My Friend, My Friend - 1
Party Time - 1
Pebbles and Marbles - 1
Punch You in the Eye - 1
Rocky Top - 1
Run Like an Antelope - 1
Sample in a Jar - 1
Sand - 1
Set Your Soul Free - 1
Simple - 1
Slave to the Traffic Light - 1
Soul Shakedown Party - 1
Space Oddity - 1
Steam - 1
Strawberry Letter 23 - 1
Stray Dog - 1
The Curtain With - 1
Tube - 1
Wolfman's Brother - 1

First Set Closers

Character Zero - 7
Run Like an Antelope - 6
David Bowie - 4
Split Open and Melt - 4
Walls of the Cave - 4
Bathtub Gin - 3
First Tube - 3
Fluffhead - 3
Ghost - 3
The Squirming Coil - 3
46 Days - 2
Cavern - 2
Most Events Aren't Planned - 2
Possum - 2
Suzy Greenberg - 2
Walk Away - 2
After Midnight - 1
Blaze On - 1
Carini - 1
Drift While You're Sleeping - 1
Easy To Slip - 1
Frankenstein - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Harry Hood - 1
Kill Devil Falls - 1
Monkey Man - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rise/Come Together - 1
Rock and Roll - 1
Sand - 1
Say It To Me S.A.N.T.O.S. - 1
Set Your Soul Free - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
Taste - 1
The Curtain With - 1
The Rover - 1
Undermind - 1
While My Guitar Gently Weeps - 1
Wolfman's Brother - 1

Second Set Openers

Down with Disease - 8
Chalk Dust Torture - 7
Sand - 4
Blaze On - 3
Everything's Right - 3
AC/DC Bag - 2
Birds of a Feather - 2
Carini - 2
Crosseyed and Painless - 2
Golden Age - 2
More - 2
No Men In No Man's Land - 2
Runaway Jim - 2
Set Your Soul Free - 2
Tweezer - 2
46 Days - 1
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
Also Sprach Zarathustra - 1
Axilla - 1
Big Balls - 1
Cars Trucks Buses - 1
Five Years - 1
Fuego - 1
Glide - 1
Hey Stranger - 1
Jam - 1
Loving Cup - 1
Mike's Song - 1
Mr. Completely - 1
Party Time - 1
Prince Caspian - 1
Punch You in the Eye - 1
Rise/Come Together - 1
Rock and Roll - 1
Run Like an Antelope - 1
Sample in a Jar - 1
Sightless Escape - 1
Sigma Oasis - 1
Simple - 1
Suzy Greenberg - 1
The Curtain With - 1
The Howling - 1
Turtle in the Clouds - 1
Twist - 1
What's Going Through Your Mind - 1
Wilson - 1

Second Set Closers

Harry Hood - 9
Slave to the Traffic Light - 7
Run Like an Antelope - 6
You Enjoy Myself - 6
Character Zero - 5
First Tube - 4
Ghost - 3
Backwards Down the Number Line - 2
Carini - 2
Everything's Right - 2
Loving Cup - 2
Rock and Roll - 2
Say It To Me S.A.N.T.O.S. - 2
Suzy Greenberg - 2
Tweezer Reprise - 2
Weekapaug Groove - 2
A Day in the Life - 1
Blaze On - 1
Bold As Love - 1
Cavern - 1
Chalk Dust Torture - 1
David Bowie - 1
Down with Disease - 1
Fuck Your Face - 1
Joy - 1
Passing Through - 1
Possum - 1
Rock 'n' Roll Suicide - 1
Scents and Subtle Sounds - 1
Sigma Oasis - 1
Split Open and Melt - 1
Sweet Adeline - 1
The Star-Spangled Banner - 1
Tweezer - 1
Walls of the Cave - 1

Third Set Openers

Character Zero - 2
46 Days - 1
Golden Age - 1
Party Time - 1
Set Your Soul Free - 1

Third Set Closers

A Day in the Life - 1
Lawn Boy - 1
Run Like an Antelope - 1
Say It To Me S.A.N.T.O.S. - 1
Slave to the Traffic Light - 1
You Enjoy Myself - 1

Fourth Set Openers

Storage Jam - 1

Fourth Set Closers

Sleeping Monkey - 1

Encores

Tweezer Reprise - 17
Character Zero - 7
A Life Beyond The Dream - 5
Loving Cup - 5
Bug - 4
First Tube - 4
Grind - 4
Harry Hood - 4
Show of Life - 4
Slave to the Traffic Light - 4
Sleeping Monkey - 4
Fire - 3
Meatstick - 3
Possum - 3
Say It To Me S.A.N.T.O.S. - 3
Silent in the Morning - 3
Suzy Greenberg - 3
The Horse - 3
Waste - 3
Bold As Love - 2
Bouncing Around the Room - 2
Cavern - 2
Contact - 2
Fluffhead - 2
Fuck Your Face - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
I Didn't Know - 2
Julius - 2
Oh! Sweet Nuthin' - 2
Run Like an Antelope - 2
The Squirming Coil - 2
Wading in the Velvet Sea - 2
Weekapaug Groove - 2
Wilson - 2
A Day in the Life - 1
About to Run - 1
After Midnight - 1
Bathtub Gin - 1
Boogie On Reggae Woman - 1
Brian and Robert - 1
Buffalo Bill - 1
Drift While You're Sleeping - 1
Driver - 1
Fuego - 1
Harpua - 1
Icculus - 1
Iron Man - 1
Joy - 1
Keyboard Army - 1
Lonely Trip - 1
Makisupa Policeman - 1
Mercy - 1
More - 1
My Friend, My Friend - 1
NO2 - 1
On the Road Again - 1
Once in a Lifetime - 1
Rise/Come Together - 1
Roses Are Free - 1
Sabotage - 1
Sanity - 1
Secret Smile - 1
Shade - 1
Shine a Light - 1
Space Oddity - 1
Taste - 1
The Lizards - 1
Tube - 1
United We Stand - 1
Walls of the Cave - 1
What's the Use? - 1
You Enjoy Myself - 1
Your Pet Cat - 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 2003

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 42 song debuts
0.55 debuts per show.
The most frequently played song you have seen debuted is Joy (58 times).

Sort by Earliest debuted Most often played

Breakup Song Breakdown

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

On Your Way Down - 1
Spock's Brain - 1
You Ain't Goin' Nowhere - 1

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

Harry Hood - 23
Character Zero - 22
Ghost - 21
Tweezer Reprise - 20
Run Like an Antelope - 19
Carini - 18
Down with Disease - 18
Sand - 18
Slave to the Traffic Light - 18
The Moma Dance - 18

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