Shows by day of week

• Sunday- 20
• Monday- 0
• Tuesday- 2
• Wednesday- 4
• Thursday- 10
• Friday- 25
• Saturday- 29

Shows by month

• January - 9
• February - 20
• March -
• April - 6
• May -
• June - 6
• July - 15
• August - 13
• September - 9
• October - 8
• November - 1
• December - 3

Shows by year

• 1994- 1
• 1995- 0
• 1996- 0
• 1997- 0
• 1998- 0
• 1999- 0
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 1
• 2010- 0
• 2011- 0
• 2012- 1
• 2013- 0
• 2014- 0
• 2015- 1
• 2016- 5
• 2017- 11
• 2018- 8
• 2019- 9
• 2020- 4
• 2021- 8
• 2022- 6
• 2023- 14
• 2024- 11
• 2025- 10

Most Frequently Played Dates

• 2/23- 4
• 2/21- 3
• 2/22- 3
• 2/24- 3
• 9/1- 3
• 1/15- 2
• 10/26- 2
• 2/25- 2
• 2/26- 2
• 7/14- 2
• 8/31- 2
• 8/4- 2
• 9/2- 2
• 9/3- 2
• 1/13- 1
• 1/14- 1
• 1/16- 1
• 1/17- 1
• 1/29- 1
• 1/30- 1
• 1/31- 1

Shows by States

• Mexico - 29 (32%)
• CO - 16 (18%)
• IL - 12 (13%)
• WI - 11 (12%)
• CA - 8 (9%)
• NY - 5 (6%)
• WA - 3 (3%)
• TN - 2 (2%)
• MD - 2 (2%)
• PA - 1 (1%)
• IN - 1 (1%)

Shows by Time Zone

• Eastern - 38 (42%)
• Central - 25 (28%)
• Mountain - 16 (18%)
• Pacific - 11 (12%)

Shows by Cities

• Quintana Roo, Mexico - 29 (32%)
• Commerce City, CO - 13 (14%)
• East Troy, WI - 11 (12%)
• Chicago, IL - 9 (10%)
• Hollywood, CA - 6 (7%)
• New York, NY - 5 (6%)
• George, WA - 3 (3%)
• Rosemont, IL - 3 (3%)
• Boulder, CO - 3 (3%)
• Nashville, TN - 2 (2%)
• Columbia, MD - 2 (2%)
• Santa Barbara, CA - 1 (1%)
• Inglewood, CA - 1 (1%)
• Noblesville, IN - 1 (1%)
• Pittsburgh, PA - 1 (1%)

Shows by Venues

• Cancun - 20 (22%)
• Dick's Sporting Goods Park - 13 (14%)
• Alpine Valley Music Theatre - 11 (12%)
• Riviera Maya - 9 (10%)
• Hollywood Bowl - 6 (7%)
• Madison Square Garden - 5 (6%)
• Allstate Arena - 3 (3%)
• Folsom Field - 3 (3%)
• Gorge Amphitheatre - 3 (3%)
• Huntington Bank Pavilion at Northerly Island - 3 (3%)
• United Center - 3 (3%)
• Merriweather Post Pavilion - 2 (2%)
• Ascend Amphitheater - 2 (2%)
• Wrigley Field - 2 (2%)
• Santa Barbara Bowl - 1 (1%)
• Ruoff Music Center - 1 (1%)
• Petersen Events Center - 1 (1%)
• University of Illinois - 1 (1%)
• Great Western Forum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 1 (1%)
• After hiatus - 89 (99%)

317 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 18.9.
The average amount of times each song was played is 5.31.
There were 102 onetimers
1709 total songs have been played in the selected shows.

There were 5 one set shows
There were 85 two set shows
1 songs were in a four show rotation.
18 songs were in a five show rotation.

Total Times Played

Ghost - 23 (25%)
Also Sprach Zarathustra - 22 (24%)
Blaze On - 22 (24%)
Chalk Dust Torture - 21 (23%)
Sand - 21 (23%)
Everything's Right - 20 (22%)
Harry Hood - 20 (22%)
The Moma Dance - 20 (22%)
Tube - 20 (22%)
46 Days - 19 (21%)
Carini - 19 (21%)
Run Like an Antelope - 19 (21%)
Twist - 19 (21%)
Character Zero - 18 (20%)
Possum - 18 (20%)
Simple - 18 (20%)
Tweezer Reprise - 18 (20%)
Wolfman's Brother - 18 (20%)
Fuego - 17 (18%)
Light - 17 (18%)
No Men In No Man's Land - 17 (18%)
Tweezer - 17 (18%)
Bathtub Gin - 16 (17%)
Cavern - 16 (17%)
Slave to the Traffic Light - 16 (17%)
Set Your Soul Free - 15 (16%)
Down with Disease - 14 (15%)
Halley's Comet - 14 (15%)
More - 14 (15%)
You Enjoy Myself - 14 (15%)
Back on the Train - 13 (14%)
David Bowie - 13 (14%)
Free - 13 (14%)
Golden Age - 13 (14%)
Prince Caspian - 13 (14%)
Stash - 13 (14%)
The Wedge - 13 (14%)
Funky Bitch - 12 (13%)
Runaway Jim - 12 (13%)
Say It To Me S.A.N.T.O.S. - 12 (13%)
Sigma Oasis - 12 (13%)
Theme From the Bottom - 12 (13%)
A Song I Heard the Ocean Sing - 11 (12%)
Backwards Down the Number Line - 11 (12%)
Crosseyed and Painless - 11 (12%)
Fluffhead - 11 (12%)
Mercury - 11 (12%)
Piper - 11 (12%)
Rift - 11 (12%)
Roggae - 11 (12%)
Split Open and Melt - 11 (12%)
Steam - 11 (12%)
What's the Use? - 11 (12%)
Ya Mar - 11 (12%)
A Life Beyond The Dream - 10 (11%)
Golgi Apparatus - 10 (11%)
Maze - 10 (11%)
My Friend, My Friend - 10 (11%)
Ocelot - 10 (11%)
Sample in a Jar - 10 (11%)
Shade - 10 (11%)
A Wave of Hope - 9 (10%)
Birds of a Feather - 9 (10%)
Divided Sky - 9 (10%)
Evolve - 9 (10%)
First Tube - 9 (10%)
Kill Devil Falls - 9 (10%)
Martian Monster - 9 (10%)
Most Events Aren't Planned - 9 (10%)
Reba - 9 (10%)
Ruby Waves - 9 (10%)
The Lizards - 9 (10%)
The Squirming Coil - 9 (10%)
Undermind - 9 (10%)
Waste - 9 (10%)
Wilson - 9 (10%)
555 - 8 (8%)
AC/DC Bag - 8 (8%)
About to Run - 8 (8%)
Beneath a Sea of Stars Part 1 - 8 (8%)
Bouncing Around the Room - 8 (8%)
Bug - 8 (8%)
Good Times Bad Times - 8 (8%)
Julius - 8 (8%)
Oblivion - 8 (8%)
Weekapaug Groove - 8 (8%)
Cities - 7 (7%)
Halfway to the Moon - 7 (7%)
Loving Cup - 7 (7%)
Plasma - 7 (7%)
Poor Heart - 7 (7%)
Saw It Again - 7 (7%)
The Howling - 7 (7%)
Timber (Jerry the Mule) - 7 (7%)
Wading in the Velvet Sea - 7 (7%)
Destiny Unbound - 6 (6%)
Drift While You're Sleeping - 6 (6%)
Farmhouse - 6 (6%)
Gotta Jibboo - 6 (6%)
Mike's Song - 6 (6%)
Mull - 6 (6%)
My Soul - 6 (6%)
Party Time - 6 (6%)
Punch You in the Eye - 6 (6%)
Rise/Come Together - 6 (6%)
Suzy Greenberg - 6 (6%)
Taste - 6 (6%)
Waves - 6 (6%)
Joy - 5 (5%)
Llama - 5 (5%)
Meatstick - 5 (5%)
NICU - 5 (5%)
Silent in the Morning - 5 (5%)
Sneakin' Sally Through the Alley - 5 (5%)
Soul Planet - 5 (5%)
The Horse - 5 (5%)
Twenty Years Later - 5 (5%)
Yarmouth Road - 5 (5%)
Axilla (Part II) - 4 (4%)
Cars Trucks Buses - 4 (4%)
Esther - 4 (4%)
Ether Edge - 4 (4%)
Fee - 4 (4%)
Gumbo - 4 (4%)
Heavy Things - 4 (4%)
I Always Wanted It This Way - 4 (4%)
Leaves - 4 (4%)
Lonely Trip - 4 (4%)
Meat - 4 (4%)
Miss You - 4 (4%)
Mountains in the Mist - 4 (4%)
Mr. Completely - 4 (4%)
My Sweet One - 4 (4%)
No Quarter - 4 (4%)
Pebbles and Marbles - 4 (4%)
Rock and Roll - 4 (4%)
Sanity - 4 (4%)
Scents and Subtle Sounds - 4 (4%)
Stealing Time From the Faulty Plan - 4 (4%)
The Curtain With - 4 (4%)
The Landlady - 4 (4%)
Turtle in the Clouds - 4 (4%)
Vultures - 4 (4%)
What's Going Through Your Mind - 4 (4%)
When the Circus Comes - 4 (4%)
Winterqueen - 4 (4%)
Your Pet Cat - 4 (4%)
Axilla - 3 (3%)
Bold As Love - 3 (3%)
Breath and Burning - 3 (3%)
Camel Walk - 3 (3%)
Contact - 3 (3%)
Death Don't Hurt Very Long - 3 (3%)
Drowned - 3 (3%)
Foam - 3 (3%)
Frost - 3 (3%)
Fuck Your Face - 3 (3%)
Grind - 3 (3%)
Hey Stranger - 3 (3%)
I Am Hydrogen - 3 (3%)
If I Could - 3 (3%)
It's Ice - 3 (3%)
Lawn Boy - 3 (3%)
Life Saving Gun - 3 (3%)
Lifeboy - 3 (3%)
Limb By Limb - 3 (3%)
Makisupa Policeman - 3 (3%)
Petrichor - 3 (3%)
Rocky Top - 3 (3%)
Roses Are Free - 3 (3%)
Shine a Light - 3 (3%)
Sparkle - 3 (3%)
The Mango Song - 3 (3%)
The Sloth - 3 (3%)
Waiting All Night - 3 (3%)
Walls of the Cave - 3 (3%)
Water in the Sky - 3 (3%)
A Day in the Life - 2 (2%)
Alaska - 2 (2%)
Army of One - 2 (2%)
Big Black Furry Creature from Mars - 2 (2%)
Billy Breathes - 2 (2%)
Boogie On Reggae Woman - 2 (2%)
Buffalo Bill - 2 (2%)
Catapult - 2 (2%)
Clear Your Mind - 2 (2%)
Crowd Control - 2 (2%)
Dinner and a Movie - 2 (2%)
Fast Enough for You - 2 (2%)
Fire - 2 (2%)
Guelah Papyrus - 2 (2%)
Hold Your Head Up - 2 (2%)
Horn - 2 (2%)
I Didn't Know - 2 (2%)
Izabella - 2 (2%)
McGrupp and the Watchful Hosemasters - 2 (2%)
Mercy - 2 (2%)
Monsters - 2 (2%)
Moonage Daydream - 2 (2%)
Nellie Kane - 2 (2%)
Pillow Jets - 2 (2%)
Quinn the Eskimo (The Mighty Quinn) - 2 (2%)
Seven Below - 2 (2%)
Sleeping Monkey - 2 (2%)
Soul Shakedown Party - 2 (2%)
Spanish Moon - 2 (2%)
Spock's Brain - 2 (2%)
Strange Design - 2 (2%)
Strawberry Letter 23 - 2 (2%)
The Line - 2 (2%)
Victim - 2 (2%)
Waking Up Dead - 2 (2%)
We Are Come to Outlive Our Brains - 2 (2%)
Wingsuit - 2 (2%)
Wombat - 2 (2%)
(I Can't Get No) Satisfaction - 1 (1%)
1999 - 1 (1%)
Albuquerque - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Ass Handed - 1 (1%)
Avenu Malkenu - 1 (1%)
Beauty of My Dreams - 1 (1%)
Bliss - 1 (1%)
Brian and Robert - 1 (1%)
Buried Alive - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cool It Down - 1 (1%)
Corinna - 1 (1%)
Corona - 1 (1%)
Crazy Sometimes - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Dem Bones - 1 (1%)
Dirt - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Doubt Me - 1 (1%)
Driver - 1 (1%)
Emotional Rescue - 1 (1%)
Energy - 1 (1%)
Evening Song - 1 (1%)
Everything In Its Right Place - 1 (1%)
Everything is Hollow - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Frankenstein - 1 (1%)
Frankie Says - 1 (1%)
Friend - 1 (1%)
Ghosts of the Forest - 1 (1%)
Glide - 1 (1%)
Guyute - 1 (1%)
Ha Ha Ha - 1 (1%)
Halfway Home - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Have Mercy - 1 (1%)
Home - 1 (1%)
I Am the Walrus - 1 (1%)
I Been Around - 1 (1%)
I Never Needed You Like This Before - 1 (1%)
Icculus - 1 (1%)
In The Good Old Summer Time - 1 (1%)
Infinite - 1 (1%)
Keeping It Real - 1 (1%)
Kung - 1 (1%)
L.A. Woman - 1 (1%)
Let It Loose - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Love Is What We Are - 1 (1%)
Manteca - 1 (1%)
Mellow Mood - 1 (1%)
Mexican Cousin - 1 (1%)
Mound - 1 (1%)
Nothing - 1 (1%)
Olivia's Pool - 1 (1%)
On the Road Again - 1 (1%)
Passing Through - 1 (1%)
Peaches en Regalia - 1 (1%)
Purple Rain - 1 (1%)
Sabotage - 1 (1%)
Scent of a Mule - 1 (1%)
Sea and Sand - 1 (1%)
See That My Grave Is Kept Clean - 1 (1%)
Shafty - 1 (1%)
Shake Your Coconuts - 1 (1%)
Shipwreck - 1 (1%)
Show of Life - 1 (1%)
Sightless Escape - 1 (1%)
So Damn Lucky - 1 (1%)
Space Oddity - 1 (1%)
Starman - 1 (1%)
Steep - 1 (1%)
Sugar Shack - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Sweet Jane - 1 (1%)
Swept Away - 1 (1%)
Talk - 1 (1%)
Tela - 1 (1%)
Terrapin - 1 (1%)
The Birds - 1 (1%)
The Dogs - 1 (1%)
The Final Hurrah - 1 (1%)
The Maker - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Ocean - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
The Silver Light - 1 (1%)
The Well - 1 (1%)
Thread - 1 (1%)
Torn and Frayed - 1 (1%)
Train Song - 1 (1%)
Uncle Pen - 1 (1%)
Walk Away - 1 (1%)
Weigh - 1 (1%)
Who Loves the Sun? - 1 (1%)
Willin' - 1 (1%)
You Sexy Thing - 1 (1%)

First Set Openers

46 Days - 4
Carini - 3
Punch You in the Eye - 3
Sand - 3
The Curtain With - 3
The Moma Dance - 3
A Song I Heard the Ocean Sing - 2
AC/DC Bag - 2
Back on the Train - 2
Bathtub Gin - 2
Crowd Control - 2
Runaway Jim - 2
Sample in a Jar - 2
Set Your Soul Free - 2
Sigma Oasis - 2
The Landlady - 2
Wolfman's Brother - 2
1999 - 1
555 - 1
A Wave of Hope - 1
Alumni Blues - 1
Axilla - 1
Birds of a Feather - 1
Blaze On - 1
Boogie On Reggae Woman - 1
Buried Alive - 1
Camel Walk - 1
Cars Trucks Buses - 1
Cavern - 1
Cities - 1
Dinner and a Movie - 1
Dog Log - 1
Dogs Stole Things - 1
Everything is Hollow - 1
Everything's Right - 1
Evolve - 1
Fat Man in the Bathtub - 1
First Tube - 1
Fluffhead - 1
Free - 1
Fuego - 1
Ghost - 1
Gotta Jibboo - 1
Harry Hood - 1
Llama - 1
Mexican Cousin - 1
My Soul - 1
No Men In No Man's Land - 1
Party Time - 1
Pebbles and Marbles - 1
Possum - 1
Say It To Me S.A.N.T.O.S. - 1
See That My Grave Is Kept Clean - 1
Simple - 1
Soul Planet - 1
Soul Shakedown Party - 1
Spock's Brain - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
The Lizards - 1
Torn and Frayed - 1
Turtle in the Clouds - 1
Undermind - 1
What's the Use? - 1
Willin' - 1
You Enjoy Myself - 1

First Set Closers

Run Like an Antelope - 8
David Bowie - 7
Cavern - 6
The Squirming Coil - 6
Chalk Dust Torture - 4
Most Events Aren't Planned - 4
Possum - 4
Blaze On - 3
Fluffhead - 3
More - 3
Sand - 3
Walls of the Cave - 3
Bathtub Gin - 2
Character Zero - 2
Drift While You're Sleeping - 2
Good Times Bad Times - 2
Life Saving Gun - 2
Saw It Again - 2
Suzy Greenberg - 2
Wolfman's Brother - 2
A Day in the Life - 1
A Wave of Hope - 1
About to Run - 1
Axilla (Part II) - 1
Carini - 1
First Tube - 1
Free - 1
Ghost - 1
Golgi Apparatus - 1
Grind - 1
Harry Hood - 1
Izabella - 1
My Friend, My Friend - 1
Plasma - 1
Say It To Me S.A.N.T.O.S. - 1
Set Your Soul Free - 1
Sigma Oasis - 1
Split Open and Melt - 1
Theme From the Bottom - 1
Twist - 1

Second Set Openers

Set Your Soul Free - 7
Down with Disease - 6
Carini - 4
Chalk Dust Torture - 4
Crosseyed and Painless - 3
Everything's Right - 3
Ghost - 3
No Men In No Man's Land - 3
Sand - 3
Simple - 3
A Song I Heard the Ocean Sing - 2
AC/DC Bag - 2
Backwards Down the Number Line - 2
Blaze On - 2
Drowned - 2
First Tube - 2
Mr. Completely - 2
Sigma Oasis - 2
Tweezer - 2
What's Going Through Your Mind - 2
Wilson - 2
46 Days - 1
Also Sprach Zarathustra - 1
Ass Handed - 1
Axilla (Part II) - 1
Cars Trucks Buses - 1
Cavern - 1
Corona - 1
Dem Bones - 1
Energy - 1
Golden Age - 1
Halley's Comet - 1
Loving Cup - 1
Mercury - 1
More - 1
Oblivion - 1
Party Time - 1
Possum - 1
Prince Caspian - 1
Rise/Come Together - 1
Sample in a Jar - 1
Soul Planet - 1
The Howling - 1
The Moma Dance - 1
Waves - 1

Second Set Closers

Harry Hood - 10
Slave to the Traffic Light - 8
Possum - 5
Character Zero - 4
Split Open and Melt - 4
Good Times Bad Times - 3
Loving Cup - 3
Run Like an Antelope - 3
Say It To Me S.A.N.T.O.S. - 3
You Enjoy Myself - 3
Blaze On - 2
Cavern - 2
Everything's Right - 2
Fluffhead - 2
Ghost - 2
Golgi Apparatus - 2
Shine a Light - 2
Suzy Greenberg - 2
The Squirming Coil - 2
Tweezer Reprise - 2
A Song I Heard the Ocean Sing - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Carini - 1
David Bowie - 1
Fire - 1
First Tube - 1
Julius - 1
More - 1
Most Events Aren't Planned - 1
Passing Through - 1
Piper - 1
Rock and Roll - 1
Rocky Top - 1
Sigma Oasis - 1
Tube - 1
Undermind - 1
Wading in the Velvet Sea - 1
Walk Away - 1

Encores

Tweezer Reprise - 16
Character Zero - 11
More - 7
Slave to the Traffic Light - 7
Run Like an Antelope - 6
Say It To Me S.A.N.T.O.S. - 6
Wilson - 6
A Life Beyond The Dream - 5
Bug - 5
First Tube - 4
Golgi Apparatus - 4
The Wedge - 4
Waste - 4
Carini - 3
Fee - 3
Good Times Bad Times - 3
Bold As Love - 2
Contact - 2
Drift While You're Sleeping - 2
Grind - 2
Harry Hood - 2
Hold Your Head Up - 2
Julius - 2
Loving Cup - 2
Meatstick - 2
Rock and Roll - 2
Rocky Top - 2
Silent in the Morning - 2
Sleeping Monkey - 2
The Horse - 2
The Lizards - 2
The Mango Song - 2
Tube - 2
You Enjoy Myself - 2
46 Days - 1
About to Run - 1
Also Sprach Zarathustra - 1
Bathtub Gin - 1
Big Black Furry Creature from Mars - 1
Blaze On - 1
Buffalo Bill - 1
Cavern - 1
Don't Doubt Me - 1
Drowned - 1
Esther - 1
Evolve - 1
Fluffhead - 1
Frankenstein - 1
Fuck Your Face - 1
Fuego - 1
Funky Bitch - 1
I Am the Walrus - 1
Izabella - 1
Joy - 1
Kung - 1
Lawn Boy - 1
Love Is What We Are - 1
Martian Monster - 1
Maze - 1
McGrupp and the Watchful Hosemasters - 1
My Sweet One - 1
On the Road Again - 1
Possum - 1
Rise/Come Together - 1
Sabotage - 1
Sand - 1
Sanity - 1
Saw It Again - 1
Shafty - 1
Show of Life - 1
Simple - 1
So Damn Lucky - 1
Space Oddity - 1
Split Open and Melt - 1
Stash - 1
Sweet Jane - 1
Taste - 1
Terrapin - 1
The Maker - 1
The Ocean - 1
Theme From the Bottom - 1
Wading in the Velvet Sea - 1
Weekapaug Groove - 1
When the Circus Comes - 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 1994

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 25 song debuts
0.28 debuts per show.
The most frequently played song you have seen debuted is Everything's Right (65 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Harpua - 1
Purple Rain - 1

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

Ghost - 23
Blaze On - 22
Chalk Dust Torture - 21
Sand - 21
Everything's Right - 20
Harry Hood - 20
The Moma Dance - 20
Tube - 20
46 Days - 19
Carini - 19

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:

Harpua - 1
Purple Rain - 1

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

Ghost - 23
Blaze On - 22
Chalk Dust Torture - 21
Sand - 21
Everything's Right - 20
Harry Hood - 20
The Moma Dance - 20
Tube - 20
46 Days - 19
Carini - 19

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