Shows by day of week

• Sunday- 11
• Monday- 4
• Tuesday- 5
• Wednesday- 8
• Thursday- 1
• Friday- 16
• Saturday- 18

Shows by month

• January - 3
• February - 4
• March -
• April -
• May -
• June -
• July - 23
• August - 6
• September - 7
• October - 15
• November - 3
• December - 2

Shows by year

• 1998- 2
• 1999- 5
• 2000- 3
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 3
• 2010- 0
• 2011- 4
• 2012- 4
• 2013- 3
• 2014- 3
• 2015- 2
• 2016- 7
• 2017- 3
• 2018- 8
• 2019- 0
• 2020- 0
• 2021- 6
• 2022- 5
• 2023- 5
• 2024- 0

Most Frequently Played Dates

• 10/31- 3
• 7/25- 3
• 9/1- 3
• 10/24- 2
• 10/30- 2
• 7/22- 2
• 7/23- 2
• 7/24- 2
• 7/31- 2
• 8/31- 2
• 9/2- 2
• 1/15- 1
• 1/16- 1
• 1/17- 1
• 10/13- 1
• 10/14- 1
• 10/15- 1
• 10/16- 1
• 10/17- 1
• 10/22- 1
• 10/23- 1

Shows by States

• CA - 23 (37%)
• OH - 9 (14%)
• NV - 8 (13%)
• Mexico - 7 (11%)
• CO - 6 (10%)
• NY - 3 (5%)
• IL - 3 (5%)
• PA - 2 (3%)
• IN - 2 (3%)

Shows by Time Zone

• Pacific - 31 (49%)
• Eastern - 23 (37%)
• Mountain - 6 (10%)
• Central - 3 (5%)

Shows by Cities

• Quintana Roo, Mexico - 7 (11%)
• Commerce City, CO - 6 (10%)
• Inglewood, CA - 6 (10%)
• Cincinnati, OH - 4 (6%)
• Las Vegas, NV - 4 (6%)
• Columbus, OH - 4 (6%)
• San Francisco, CA - 4 (6%)
• Stateline, NV - 4 (6%)
• Watkins Glen, NY - 3 (5%)
• Chula Vista, CA - 3 (5%)
• Mountain View, CA - 3 (5%)
• Indio, CA - 3 (5%)
• Chicago, IL - 3 (5%)
• Burgettstown, PA - 2 (3%)
• Hollywood, CA - 2 (3%)
• Noblesville, IN - 2 (3%)
• Santa Barbara, CA - 1 (2%)
• Long Beach, CA - 1 (2%)
• Cuyahoga Falls, OH - 1 (2%)

Shows by Venues

• Dick's Sporting Goods Park - 6 (10%)
• Great Western Forum - 6 (10%)
• Cancun - 4 (6%)
• MGM Grand Garden Arena - 4 (6%)
• Lake Tahoe Outdoor Arena at Harveys - 4 (6%)
• Polaris Amphitheater - 4 (6%)
• Empire Polo Club - 3 (5%)
• Shoreline Amphitheatre - 3 (5%)
• Watkins Glen International - 3 (5%)
• Riviera Maya - 3 (5%)
• Coors Amphitheatre - 3 (5%)
• U.S. Bank Arena - 3 (5%)
• United Center - 3 (5%)
• Chase Center - 2 (3%)
• Bill Graham Civic Auditorium - 2 (3%)
• Hollywood Bowl - 2 (3%)
• Ruoff Music Center - 2 (3%)
• Star Lake Amphitheatre - 2 (3%)
• Santa Barbara Bowl - 1 (2%)
• Long Beach Arena - 1 (2%)
• Blossom Music Center - 1 (2%)
• Riverbend Music Center - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 10 (16%)
• After hiatus - 53 (84%)

313 different songs have been played (31% 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 4.14.
There were 118 onetimers
1306 total songs have been played in the selected shows.

There were 1 one set shows
There were 57 two set shows
There were 4 three set shows
There were 1 four set shows
7 songs were in a four show rotation.
26 songs were in a five show rotation.

Total Times Played

Character Zero - 17 (26%)
Ghost - 17 (26%)
Harry Hood - 17 (26%)
The Moma Dance - 17 (26%)
Wolfman's Brother - 17 (26%)
46 Days - 16 (25%)
Down with Disease - 16 (25%)
Carini - 15 (23%)
Cavern - 15 (23%)
Piper - 15 (23%)
Bathtub Gin - 14 (22%)
Free - 14 (22%)
Mike's Song - 14 (22%)
Run Like an Antelope - 14 (22%)
Sand - 14 (22%)
Slave to the Traffic Light - 14 (22%)
Tube - 14 (22%)
Tweezer - 14 (22%)
Back on the Train - 13 (20%)
Bouncing Around the Room - 13 (20%)
Chalk Dust Torture - 13 (20%)
Julius - 13 (20%)
Possum - 13 (20%)
Stash - 13 (20%)
Tweezer Reprise - 13 (20%)
Weekapaug Groove - 13 (20%)
Also Sprach Zarathustra - 12 (19%)
Backwards Down the Number Line - 12 (19%)
Kill Devil Falls - 12 (19%)
The Wedge - 12 (19%)
Twist - 12 (19%)
David Bowie - 11 (17%)
You Enjoy Myself - 11 (17%)
AC/DC Bag - 10 (15%)
Birds of a Feather - 10 (15%)
Ocelot - 10 (15%)
Rift - 10 (15%)
Simple - 10 (15%)
Suzy Greenberg - 10 (15%)
Theme From the Bottom - 10 (15%)
Cities - 9 (14%)
First Tube - 9 (14%)
Funky Bitch - 9 (14%)
Loving Cup - 9 (14%)
Reba - 9 (14%)
Sample in a Jar - 9 (14%)
Split Open and Melt - 9 (14%)
555 - 8 (12%)
Blaze On - 8 (12%)
Boogie On Reggae Woman - 8 (12%)
Fuego - 8 (12%)
Gotta Jibboo - 8 (12%)
Joy - 8 (12%)
Limb By Limb - 8 (12%)
NICU - 8 (12%)
What's the Use? - 8 (12%)
A Song I Heard the Ocean Sing - 7 (11%)
Axilla - 7 (11%)
Everything's Right - 7 (11%)
Farmhouse - 7 (11%)
Golden Age - 7 (11%)
Golgi Apparatus - 7 (11%)
Halley's Comet - 7 (11%)
Lawn Boy - 7 (11%)
Light - 7 (11%)
Meatstick - 7 (11%)
My Friend, My Friend - 7 (11%)
Prince Caspian - 7 (11%)
Scents and Subtle Sounds - 7 (11%)
Sparkle - 7 (11%)
Bug - 6 (9%)
Crosseyed and Painless - 6 (9%)
Guyute - 6 (9%)
Heavy Things - 6 (9%)
Martian Monster - 6 (9%)
Maze - 6 (9%)
No Men In No Man's Land - 6 (9%)
Rock and Roll - 6 (9%)
Roggae - 6 (9%)
Runaway Jim - 6 (9%)
Saw It Again - 6 (9%)
The Lizards - 6 (9%)
Timber (Jerry the Mule) - 6 (9%)
Ya Mar - 6 (9%)
Dirt - 5 (7%)
Fluffhead - 5 (7%)
Grind - 5 (7%)
Punch You in the Eye - 5 (7%)
Silent in the Morning - 5 (7%)
Sleeping Monkey - 5 (7%)
Soul Planet - 5 (7%)
Stealing Time From the Faulty Plan - 5 (7%)
Steam - 5 (7%)
The Horse - 5 (7%)
Twenty Years Later - 5 (7%)
Wading in the Velvet Sea - 5 (7%)
Water in the Sky - 5 (7%)
Ass Handed - 4 (6%)
Avenu Malkenu - 4 (6%)
Divided Sky - 4 (6%)
Drowned - 4 (6%)
Horn - 4 (6%)
I Never Needed You Like This Before - 4 (6%)
It's Ice - 4 (6%)
Meat - 4 (6%)
More - 4 (6%)
My Soul - 4 (6%)
Roses Are Free - 4 (6%)
Say It To Me S.A.N.T.O.S. - 4 (6%)
Set Your Soul Free - 4 (6%)
The Man Who Stepped Into Yesterday - 4 (6%)
Undermind - 4 (6%)
Walls of the Cave - 4 (6%)
Waves - 4 (6%)
When the Circus Comes - 4 (6%)
Wilson - 4 (6%)
Yarmouth Road - 4 (6%)
A Life Beyond The Dream - 3 (4%)
Army of One - 3 (4%)
Brian and Robert - 3 (4%)
Camel Walk - 3 (4%)
Cars Trucks Buses - 3 (4%)
Destiny Unbound - 3 (4%)
Driver - 3 (4%)
Evolve - 3 (4%)
Hold Your Head Up - 3 (4%)
If I Could - 3 (4%)
Leaves - 3 (4%)
Makisupa Policeman - 3 (4%)
McGrupp and the Watchful Hosemasters - 3 (4%)
Most Events Aren't Planned - 3 (4%)
Mountains in the Mist - 3 (4%)
My Sweet One - 3 (4%)
No Quarter - 3 (4%)
Party Time - 3 (4%)
Peaches en Regalia - 3 (4%)
Quinn the Eskimo (The Mighty Quinn) - 3 (4%)
Scent of a Mule - 3 (4%)
Shade - 3 (4%)
Soul Shakedown Party - 3 (4%)
Tela - 3 (4%)
The Final Hurrah - 3 (4%)
Waste - 3 (4%)
While My Guitar Gently Weeps - 3 (4%)
Wingsuit - 3 (4%)
Winterqueen - 3 (4%)
Your Pet Cat - 3 (4%)
A Day in the Life - 2 (3%)
A Wave of Hope - 2 (3%)
Beauty of a Broken Heart - 2 (3%)
Big Black Furry Creature from Mars - 2 (3%)
Clear Your Mind - 2 (3%)
Colonel Forbin's Ascent - 2 (3%)
Crazy Sometimes - 2 (3%)
Esther - 2 (3%)
Everything is Hollow - 2 (3%)
Fee - 2 (3%)
Fly Famous Mockingbird - 2 (3%)
Foam - 2 (3%)
Frankie Says - 2 (3%)
Guelah Papyrus - 2 (3%)
Gumbo - 2 (3%)
Halfway to the Moon - 2 (3%)
How Many People Are You - 2 (3%)
Izabella - 2 (3%)
Jam - 2 (3%)
Llama - 2 (3%)
Lonely Trip - 2 (3%)
Mercury - 2 (3%)
Miss You - 2 (3%)
Monsters - 2 (3%)
Moonage Daydream - 2 (3%)
Nellie Kane - 2 (3%)
Passing Through - 2 (3%)
Poor Heart - 2 (3%)
Rise/Come Together - 2 (3%)
Shine a Light - 2 (3%)
Sigma Oasis - 2 (3%)
Strange Design - 2 (3%)
Sugar Shack - 2 (3%)
Talk - 2 (3%)
Taste - 2 (3%)
The Curtain - 2 (3%)
The Curtain With - 2 (3%)
The Dogs - 2 (3%)
The Line - 2 (3%)
The Mango Song - 2 (3%)
The Squirming Coil - 2 (3%)
Torn and Frayed - 2 (3%)
Train Song - 2 (3%)
Turtle in the Clouds - 2 (3%)
Vultures - 2 (3%)
Waiting All Night - 2 (3%)
Walk Away - 2 (3%)
Weigh - 2 (3%)
(I Can't Get No) Satisfaction - 1 (1%)
50 Ways to Leave Your Lover - 1 (1%)
Alaska - 1 (1%)
Albuquerque - 1 (1%)
All Down the Line - 1 (1%)
Architect - 1 (1%)
Axilla (Part II) - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Beauty of My Dreams - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Balls - 1 (1%)
Billy Breathes - 1 (1%)
Breath and Burning - 1 (1%)
Buffalo Bill - 1 (1%)
Buried Alive - 1 (1%)
Bye Bye Foot - 1 (1%)
Casino Boogie - 1 (1%)
Contact - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cool It Down - 1 (1%)
Corinna - 1 (1%)
Crowd Control - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Devotion To a Dream - 1 (1%)
Dog Faced Boy - 1 (1%)
Drift While You're Sleeping - 1 (1%)
Emotional Rescue - 1 (1%)
Fast Enough for You - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Fire - 1 (1%)
Five Years - 1 (1%)
Fuck Your Face - 1 (1%)
Glide - 1 (1%)
Good Times Bad Times - 1 (1%)
Hang On to Yourself - 1 (1%)
Happy - 1 (1%)
Happy Birthday to You - 1 (1%)
Have Mercy - 1 (1%)
Hello My Baby - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Am Hydrogen - 1 (1%)
I Didn't Know - 1 (1%)
I Just Want To See His Face - 1 (1%)
Invisible - 1 (1%)
It Ain't Easy - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Keeping It Real - 1 (1%)
L.A. Woman - 1 (1%)
Lady Stardust - 1 (1%)
Let It Loose - 1 (1%)
Let Me Lie - 1 (1%)
Life on Mars? - 1 (1%)
Lifeboy - 1 (1%)
Mexican Cousin - 1 (1%)
Monkey Man - 1 (1%)
Mound - 1 (1%)
Mr. Completely - 1 (1%)
Mull - 1 (1%)
My Left Toe - 1 (1%)
Oblivion - 1 (1%)
Paul and Silas - 1 (1%)
Pebbles and Marbles - 1 (1%)
Petrichor - 1 (1%)
Pigtail - 1 (1%)
Pillow Jets - 1 (1%)
Plasma - 1 (1%)
Play by Play - 1 (1%)
Purple Rain - 1 (1%)
Ride Captain Ride - 1 (1%)
Rip This Joint - 1 (1%)
Rock 'n' Roll Suicide - 1 (1%)
Rocks Off - 1 (1%)
Rocky Top - 1 (1%)
Ruby Waves - 1 (1%)
Secret Smile - 1 (1%)
Sexual Healing - 1 (1%)
Shake Your Hips - 1 (1%)
Show of Life - 1 (1%)
Sleep - 1 (1%)
Sleep Again - 1 (1%)
So Damn Lucky - 1 (1%)
So Lonely - 1 (1%)
Something - 1 (1%)
Soul Love - 1 (1%)
Soul Survivor - 1 (1%)
Space Oddity - 1 (1%)
Spanish Moon - 1 (1%)
Star - 1 (1%)
Starman - 1 (1%)
Stop Breaking Down - 1 (1%)
Storage Jam - 1 (1%)
Strawberry Fields Forever - 1 (1%)
Stray Dog - 1 (1%)
Suffragette City - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Black Angel - 1 (1%)
Sweet Virginia - 1 (1%)
The Howling - 1 (1%)
The Inlaw Josie Wales - 1 (1%)
The Landlady - 1 (1%)
The Maker - 1 (1%)
The Ocean - 1 (1%)
The Sloth - 1 (1%)
The Star-Spangled Banner - 1 (1%)
Thread - 1 (1%)
Tide Turns - 1 (1%)
Time Loves a Hero - 1 (1%)
Time Turns Elastic - 1 (1%)
Tumbling Dice - 1 (1%)
Turd on the Run - 1 (1%)
Uncle Pen - 1 (1%)
Ventilator Blues - 1 (1%)
Waking Up Dead - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
Whipping Post - 1 (1%)
Wombat - 1 (1%)
Woodstock - 1 (1%)
Ziggy Stardust - 1 (1%)

First Set Openers

AC/DC Bag - 3
46 Days - 2
Carini - 2
Cars Trucks Buses - 2
Chalk Dust Torture - 2
Farmhouse - 2
First Tube - 2
Party Time - 2
Possum - 2
Sample in a Jar - 2
Soul Shakedown Party - 2
The Moma Dance - 2
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
Axilla - 1
Blaze On - 1
Buffalo Bill - 1
Bug - 1
Buried Alive - 1
Camel Walk - 1
Devotion To a Dream - 1
Down with Disease - 1
Everything is Hollow - 1
Fat Man in the Bathtub - 1
Fluffhead - 1
Free - 1
Funky Bitch - 1
Glide - 1
Heavy Things - 1
I Never Needed You Like This Before - 1
Julius - 1
Martian Monster - 1
Meat - 1
Mexican Cousin - 1
Mike's Song - 1
My Friend, My Friend - 1
Roggae - 1
Run Like an Antelope - 1
Runaway Jim - 1
Say It To Me S.A.N.T.O.S. - 1
Simple - 1
Strawberry Fields Forever - 1
Suzy Greenberg - 1
The Dogs - 1
The Line - 1
The Lizards - 1
Tube - 1
Water in the Sky - 1
Wolfman's Brother - 1
Ya Mar - 1

First Set Closers

Run Like an Antelope - 5
Bathtub Gin - 4
David Bowie - 4
Walls of the Cave - 4
Cavern - 3
More - 3
Sand - 3
Stash - 3
Chalk Dust Torture - 2
Character Zero - 2
Possum - 2
Quinn the Eskimo (The Mighty Quinn) - 2
Suzy Greenberg - 2
While My Guitar Gently Weeps - 2
46 Days - 1
Backwards Down the Number Line - 1
Drift While You're Sleeping - 1
First Tube - 1
Fluffhead - 1
Golgi Apparatus - 1
I Never Needed You Like This Before - 1
Julius - 1
Loving Cup - 1
McGrupp and the Watchful Hosemasters - 1
Monkey Man - 1
Moonage Daydream - 1
Rise/Come Together - 1
Saw It Again - 1
Scents and Subtle Sounds - 1
Slave to the Traffic Light - 1
Stealing Time From the Faulty Plan - 1
Time Turns Elastic - 1
Undermind - 1
Walk Away - 1
Weekapaug Groove - 1
Wingsuit - 1

Second Set Openers

Down with Disease - 7
No Men In No Man's Land - 5
Drowned - 3
Golden Age - 3
Sand - 3
Blaze On - 2
Carini - 2
Chalk Dust Torture - 2
Everything's Right - 2
Free - 2
Runaway Jim - 2
Set Your Soul Free - 2
555 - 1
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Axilla - 1
Bathtub Gin - 1
Big Balls - 1
Birds of a Feather - 1
Cars Trucks Buses - 1
David Bowie - 1
Evolve - 1
First Tube - 1
Five Years - 1
Ghost - 1
Gotta Jibboo - 1
Jam - 1
Mike's Song - 1
Punch You in the Eye - 1
Rock and Roll - 1
Rocks Off - 1
Sigma Oasis - 1
Soul Planet - 1
The Curtain - 1
The Lizards - 1
The Moma Dance - 1
Turtle in the Clouds - 1
Tweezer - 1
Wolfman's Brother - 1

Second Set Closers

Harry Hood - 8
Slave to the Traffic Light - 5
You Enjoy Myself - 5
Cavern - 4
Split Open and Melt - 4
Character Zero - 3
Weekapaug Groove - 3
Loving Cup - 2
Run Like an Antelope - 2
A Day in the Life - 1
A Song I Heard the Ocean Sing - 1
Backwards Down the Number Line - 1
Blaze On - 1
Chalk Dust Torture - 1
David Bowie - 1
Drowned - 1
Fire - 1
Fluffhead - 1
Fuck Your Face - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Hello My Baby - 1
Passing Through - 1
Possum - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock 'n' Roll Suicide - 1
Rock and Roll - 1
Ruby Waves - 1
Scents and Subtle Sounds - 1
Shine a Light - 1
Soul Survivor - 1
Suzy Greenberg - 1
The Moma Dance - 1
The Star-Spangled Banner - 1
Tweezer Reprise - 1

Third Set Openers

46 Days - 1
Backwards Down the Number Line - 1
Golden Age - 1
Set Your Soul Free - 1
Tweezer - 1

Third Set Closers

Slave to the Traffic Light - 2
A Day in the Life - 1
Run Like an Antelope - 1
You Enjoy Myself - 1

Fourth Set Openers

Storage Jam - 1

Fourth Set Closers

Sleeping Monkey - 1

Encores

Tweezer Reprise - 12
Character Zero - 11
Julius - 6
Grind - 5
Loving Cup - 5
First Tube - 4
Run Like an Antelope - 4
Sleeping Monkey - 4
A Life Beyond The Dream - 3
Slave to the Traffic Light - 3
Suzy Greenberg - 3
Bathtub Gin - 2
Bouncing Around the Room - 2
Driver - 2
Rock and Roll - 2
Silent in the Morning - 2
The Horse - 2
The Lizards - 2
Wading in the Velvet Sea - 2
Weekapaug Groove - 2
Boogie On Reggae Woman - 1
Carini - 1
Cavern - 1
Contact - 1
Esther - 1
Fee - 1
Ghost - 1
Golgi Apparatus - 1
Guyute - 1
Harry Hood - 1
Izabella - 1
Lawn Boy - 1
Lonely Trip - 1
Meatstick - 1
Punch You in the Eye - 1
Rocky Top - 1
Say It To Me S.A.N.T.O.S. - 1
Secret Smile - 1
Show of Life - 1
So Damn Lucky - 1
So Lonely - 1
Space Oddity - 1
Sparkle - 1
Stealing Time From the Faulty Plan - 1
Talk - 1
The Inlaw Josie Wales - 1
The Maker - 1
The Ocean - 1
The Squirming Coil - 1
The Wedge - 1
Tube - 1
Waste - 1
Wilson - 1
Wolfman's Brother - 1
Woodstock - 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 1998

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 52 song debuts
0.83 debuts per show.
The most frequently played song you have seen debuted is Say It To Me S.A.N.T.O.S. (39 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Back at the Chicken Shack - 1
Beauty of My Dreams - 1
Billy Breathes - 1
Dog Faced Boy - 1
Fast Enough for You - 1
Fire - 1
Happy Birthday to You - 1
Hello My Baby - 1
My Left Toe - 1
Purple Rain - 1

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

46 Days - 16
Carini - 15
Tube - 14
Chalk Dust Torture - 13
Also Sprach Zarathustra - 12
Backwards Down the Number Line - 12
Kill Devil Falls - 12
The Wedge - 12
Ocelot - 10
555 - 8

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:

Back at the Chicken Shack - 1
Beauty of My Dreams - 1
Billy Breathes - 1
Dog Faced Boy - 1
Fast Enough for You - 1
Fire - 1
Happy Birthday to You - 1
Hello My Baby - 1
My Left Toe - 1
Purple Rain - 1

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

46 Days - 16
Carini - 15
Tube - 14
Chalk Dust Torture - 13
Also Sprach Zarathustra - 12
Backwards Down the Number Line - 12
Kill Devil Falls - 12
The Wedge - 12
Ocelot - 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