Shows by day of week

• Sunday- 14
• Monday- 2
• Tuesday- 3
• Wednesday- 4
• Thursday- 3
• Friday- 19
• Saturday- 18

Shows by month

• January -
• February -
• March -
• April - 1
• May - 2
• June - 4
• July - 22
• August - 17
• September -
• October - 5
• November - 5
• December - 7

Shows by year

• 1995- 5
• 1996- 5
• 1997- 5
• 1998- 4
• 1999- 0
• 2000- 2
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 2
• 2010- 2
• 2011- 6
• 2012- 1
• 2013- 2
• 2014- 0
• 2015- 3
• 2016- 2
• 2017- 7
• 2018- 4
• 2019- 5
• 2020- 0
• 2021- 3
• 2022- 5
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 7/1- 3
• 11/29- 2
• 12/28- 2
• 12/31- 2
• 6/30- 2
• 7/22- 2
• 7/23- 2
• 7/3- 2
• 7/9- 2
• 8/14- 2
• 8/15- 2
• 8/16- 2
• 8/4- 2
• 8/5- 2
• 10/16- 1
• 10/19- 1
• 10/20- 1
• 10/21- 1
• 10/27- 1
• 11/24- 1
• 11/26- 1

Shows by States

• NY - 24 (38%)
• CT - 12 (19%)
• MA - 10 (16%)
• CO - 4 (6%)
• ME - 4 (6%)
• VA - 3 (5%)
• NJ - 3 (5%)
• RI - 2 (3%)
• VT - 1 (2%)

Shows by Time Zone

• Eastern - 59 (94%)
• Mountain - 4 (6%)
• Central - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• New York, NY - 10 (16%)
• Hartford, CT - 9 (14%)
• Watkins Glen, NY - 6 (10%)
• Mansfield, MA - 5 (8%)
• Limestone, ME - 4 (6%)
• Morrison, CO - 4 (6%)
• Atlantic City, NJ - 3 (5%)
• Boston, MA - 3 (5%)
• Hampton, VA - 3 (5%)
• Lake Placid, NY - 3 (5%)
• Bethel, NY - 3 (5%)
• Uncasville, CT - 2 (3%)
• Worcester, MA - 2 (3%)
• Providence, RI - 2 (3%)
• Saratoga Springs, NY - 1 (2%)
• New Haven, CT - 1 (2%)
• Fayston, VT - 1 (2%)
• Wantagh, NY - 1 (2%)

Shows by Venues

• Madison Square Garden - 10 (16%)
• The Comcast Theatre - 7 (11%)
• Watkins Glen International - 6 (10%)
• Great Woods Center for the Performing Arts - 5 (8%)
• Loring Commerce Centre - 4 (6%)
• Red Rocks Amphitheatre - 4 (6%)
• Atlantic City Beach - 3 (5%)
• Bethel Woods Center for the Arts - 3 (5%)
• Hampton Coliseum - 3 (5%)
• Fenway Park - 3 (5%)
• Olympic Center - 3 (5%)
• Providence Civic Center - 2 (3%)
• Worcester Centrum Centre - 2 (3%)
• Hartford Civic Center - 2 (3%)
• Mohegan Sun Arena - 2 (3%)
• Saratoga Performing Arts Center - 1 (2%)
• Jones Beach Amphitheater - 1 (2%)
• Summerstage at Sugarbush North - 1 (2%)
• New Haven Veterans Memorial Coliseum - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 21 (33%)
• After hiatus - 42 (67%)

309 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 21.8.
The average amount of times each song was played is 4.38.
There were 103 onetimers
1378 total songs have been played in the selected shows.

There were 1 one set shows
There were 54 two set shows
There were 5 three set shows
There were 3 four set shows
4 songs were in a four show rotation.
17 songs were in a five show rotation.

Total Times Played

Down with Disease - 17 (26%)
Possum - 17 (26%)
Ghost - 16 (25%)
Tweezer - 16 (25%)
Cavern - 15 (23%)
Chalk Dust Torture - 15 (23%)
Prince Caspian - 15 (23%)
Slave to the Traffic Light - 15 (23%)
Also Sprach Zarathustra - 14 (22%)
Maze - 14 (22%)
Tweezer Reprise - 14 (22%)
Wolfman's Brother - 14 (22%)
Bathtub Gin - 13 (20%)
Character Zero - 13 (20%)
Harry Hood - 13 (20%)
Simple - 13 (20%)
Suzy Greenberg - 13 (20%)
AC/DC Bag - 12 (19%)
Backwards Down the Number Line - 12 (19%)
Poor Heart - 12 (19%)
The Moma Dance - 12 (19%)
The Wedge - 12 (19%)
Weekapaug Groove - 12 (19%)
You Enjoy Myself - 12 (19%)
46 Days - 11 (17%)
Cities - 11 (17%)
David Bowie - 11 (17%)
Free - 11 (17%)
Halley's Comet - 11 (17%)
Mike's Song - 11 (17%)
Reba - 11 (17%)
Rift - 11 (17%)
Theme From the Bottom - 11 (17%)
Back on the Train - 10 (15%)
First Tube - 10 (15%)
Golgi Apparatus - 10 (15%)
Punch You in the Eye - 10 (15%)
Sample in a Jar - 10 (15%)
Sand - 10 (15%)
Split Open and Melt - 10 (15%)
Stash - 10 (15%)
The Squirming Coil - 10 (15%)
Tube - 10 (15%)
Wading in the Velvet Sea - 10 (15%)
Wilson - 10 (15%)
Bouncing Around the Room - 9 (14%)
Divided Sky - 9 (14%)
Lawn Boy - 9 (14%)
Light - 9 (14%)
Limb By Limb - 9 (14%)
Loving Cup - 9 (14%)
Run Like an Antelope - 9 (14%)
Birds of a Feather - 8 (12%)
Mound - 8 (12%)
NICU - 8 (12%)
Ocelot - 8 (12%)
Runaway Jim - 8 (12%)
Scent of a Mule - 8 (12%)
Silent in the Morning - 8 (12%)
Sparkle - 8 (12%)
The Horse - 8 (12%)
Twist - 8 (12%)
Carini - 7 (11%)
Farmhouse - 7 (11%)
Fluffhead - 7 (11%)
Fuego - 7 (11%)
Funky Bitch - 7 (11%)
Gumbo - 7 (11%)
Julius - 7 (11%)
Roggae - 7 (11%)
The Lizards - 7 (11%)
Ya Mar - 7 (11%)
A Song I Heard the Ocean Sing - 6 (9%)
Axilla - 6 (9%)
Blaze On - 6 (9%)
Boogie On Reggae Woman - 6 (9%)
Bug - 6 (9%)
Golden Age - 6 (9%)
Gotta Jibboo - 6 (9%)
It's Ice - 6 (9%)
Party Time - 6 (9%)
Piper - 6 (9%)
Saw It Again - 6 (9%)
Scents and Subtle Sounds - 6 (9%)
Set Your Soul Free - 6 (9%)
Strange Design - 6 (9%)
The Mango Song - 6 (9%)
The Sloth - 6 (9%)
Timber (Jerry the Mule) - 6 (9%)
Water in the Sky - 6 (9%)
What's the Use? - 6 (9%)
A Day in the Life - 5 (7%)
Brian and Robert - 5 (7%)
Dirt - 5 (7%)
Everything's Right - 5 (7%)
Fire - 5 (7%)
Foam - 5 (7%)
Ginseng Sullivan - 5 (7%)
Guyute - 5 (7%)
Horn - 5 (7%)
I Am Hydrogen - 5 (7%)
Joy - 5 (7%)
My Friend, My Friend - 5 (7%)
My Soul - 5 (7%)
No Men In No Man's Land - 5 (7%)
Stealing Time From the Faulty Plan - 5 (7%)
Taste - 5 (7%)
The Final Hurrah - 5 (7%)
Vultures - 5 (7%)
When the Circus Comes - 5 (7%)
Big Black Furry Creature from Mars - 4 (6%)
Buffalo Bill - 4 (6%)
Buried Alive - 4 (6%)
Cars Trucks Buses - 4 (6%)
Contact - 4 (6%)
Fee - 4 (6%)
Good Times Bad Times - 4 (6%)
Halfway to the Moon - 4 (6%)
I Didn't Know - 4 (6%)
If I Could - 4 (6%)
Jam - 4 (6%)
Johnny B. Goode - 4 (6%)
Llama - 4 (6%)
Makisupa Policeman - 4 (6%)
Meat - 4 (6%)
Meatstick - 4 (6%)
More - 4 (6%)
Plasma - 4 (6%)
Quinn the Eskimo (The Mighty Quinn) - 4 (6%)
Rock and Roll - 4 (6%)
Rocky Top - 4 (6%)
Sleeping Monkey - 4 (6%)
Undermind - 4 (6%)
Walk Away - 4 (6%)
Walls of the Cave - 4 (6%)
Waste - 4 (6%)
Waves - 4 (6%)
555 - 3 (4%)
About to Run - 3 (4%)
Alaska - 3 (4%)
Amazing Grace - 3 (4%)
Avenu Malkenu - 3 (4%)
Beauty of My Dreams - 3 (4%)
Billy Breathes - 3 (4%)
Camel Walk - 3 (4%)
Colonel Forbin's Ascent - 3 (4%)
Destiny Unbound - 3 (4%)
Dinner and a Movie - 3 (4%)
Fly Famous Mockingbird - 3 (4%)
Hold Your Head Up - 3 (4%)
How Many People Are You - 3 (4%)
Martian Monster - 3 (4%)
McGrupp and the Watchful Hosemasters - 3 (4%)
My Sweet One - 3 (4%)
Nellie Kane - 3 (4%)
Peaches en Regalia - 3 (4%)
Rise/Come Together - 3 (4%)
Shine a Light - 3 (4%)
Soul Shakedown Party - 3 (4%)
Steam - 3 (4%)
Steep - 3 (4%)
Sugar Shack - 3 (4%)
Swept Away - 3 (4%)
Tela - 3 (4%)
The Curtain - 3 (4%)
The Man Who Stepped Into Yesterday - 3 (4%)
Train Song - 3 (4%)
Uncle Pen - 3 (4%)
While My Guitar Gently Weeps - 3 (4%)
Your Pet Cat - 3 (4%)
A Life Beyond The Dream - 2 (3%)
A Wave of Hope - 2 (3%)
Auld Lang Syne - 2 (3%)
Beneath a Sea of Stars Part 1 - 2 (3%)
Bold As Love - 2 (3%)
Breath and Burning - 2 (3%)
Crosseyed and Painless - 2 (3%)
Dogs Stole Things - 2 (3%)
Fast Enough for You - 2 (3%)
Fuck Your Face - 2 (3%)
Guelah Papyrus - 2 (3%)
Ha Ha Ha - 2 (3%)
Heavy Things - 2 (3%)
Hello My Baby - 2 (3%)
I Always Wanted It This Way - 2 (3%)
Life on Mars? - 2 (3%)
Mexican Cousin - 2 (3%)
Miss You - 2 (3%)
Mock Song - 2 (3%)
Mountains in the Mist - 2 (3%)
No Quarter - 2 (3%)
Petrichor - 2 (3%)
Pigtail - 2 (3%)
Ruby Waves - 2 (3%)
Sabotage - 2 (3%)
Say It To Me S.A.N.T.O.S. - 2 (3%)
Seven Below - 2 (3%)
Sneakin' Sally Through the Alley - 2 (3%)
Soul Planet - 2 (3%)
Strawberry Letter 23 - 2 (3%)
The Dogs - 2 (3%)
The Line - 2 (3%)
The Oh Kee Pa Ceremony - 2 (3%)
The Star-Spangled Banner - 2 (3%)
Torn and Frayed - 2 (3%)
Wingsuit - 2 (3%)
Acoustic Army - 1 (1%)
All Things Reconsidered - 1 (1%)
All of These Dreams - 1 (1%)
Ambient Jam - 1 (1%)
Army of One - 1 (1%)
Art Jam - 1 (1%)
Baby Elephant Walk - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Big Balls - 1 (1%)
Bittersweet Motel - 1 (1%)
Black-Eyed Katy - 1 (1%)
Blister in the Sun - 1 (1%)
Bye Bye Foot - 1 (1%)
Carolina - 1 (1%)
Catapult - 1 (1%)
Coconut - 1 (1%)
Cracklin' Rosie - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Dem Bones - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Dog Faced Boy - 1 (1%)
Doin' My Time - 1 (1%)
Drift While You're Sleeping - 1 (1%)
Drive-In Jam - 1 (1%)
Driver - 1 (1%)
Drowned - 1 (1%)
Energy - 1 (1%)
Esther - 1 (1%)
Evening Song - 1 (1%)
Everything In Its Right Place - 1 (1%)
Frankenstein - 1 (1%)
Frankie Says - 1 (1%)
Frost - 1 (1%)
Glide - 1 (1%)
Grind - 1 (1%)
Gypsy Queen - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Hold to a Dream - 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%)
Kill Devil Falls - 1 (1%)
Kung - 1 (1%)
Lengthwise - 1 (1%)
Let Me Lie - 1 (1%)
Manteca - 1 (1%)
Maybe - 1 (1%)
Mercury - 1 (1%)
Middle of the Road - 1 (1%)
Mind Left Body Jam - 1 (1%)
Moby Dick - 1 (1%)
Monkey Man - 1 (1%)
Moonage Daydream - 1 (1%)
Mr. Completely - 1 (1%)
Ninety-Nine Years (and One Dark Day) - 1 (1%)
Over the Rainbow - 1 (1%)
Pebbles and Marbles - 1 (1%)
Psycho Killer - 1 (1%)
Purple Rain - 1 (1%)
Roses Are Free - 1 (1%)
Sanity - 1 (1%)
Scabbard - 1 (1%)
See That My Grave Is Kept Clean - 1 (1%)
Sexual Healing - 1 (1%)
Shade - 1 (1%)
Shafty - 1 (1%)
Shake Your Coconuts - 1 (1%)
Show of Life - 1 (1%)
Sigma Oasis - 1 (1%)
Skin It Back - 1 (1%)
Sleep - 1 (1%)
Space Oddity - 1 (1%)
Storage Jam - 1 (1%)
Strawberry Fields Forever - 1 (1%)
Stray Dog - 1 (1%)
Summer of '89 - 1 (1%)
Sunday Morning - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Adeline - 1 (1%)
Sweet Jane - 1 (1%)
Talk - 1 (1%)
Taste That Surrounds - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Howling - 1 (1%)
The Inlaw Josie Wales - 1 (1%)
The Landlady - 1 (1%)
Theme from Star Trek - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Time Loves a Hero - 1 (1%)
Time Turns Elastic - 1 (1%)
Turtle in the Clouds - 1 (1%)
Twenty Years Later - 1 (1%)
Waiting All Night - 1 (1%)
Waking Up Dead - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
Weigh - 1 (1%)
Wider - 1 (1%)
Winterqueen - 1 (1%)
Yarmouth Road - 1 (1%)

First Set Openers

Punch You in the Eye - 5
AC/DC Bag - 3
Buried Alive - 3
Cars Trucks Buses - 3
Carini - 2
Chalk Dust Torture - 2
Llama - 2
Makisupa Policeman - 2
My Friend, My Friend - 2
Soul Shakedown Party - 2
The Wedge - 2
46 Days - 1
Divided Sky - 1
Down with Disease - 1
Energy - 1
Evening Song - 1
Fee - 1
First Tube - 1
Free - 1
Ghost - 1
Ginseng Sullivan - 1
Golgi Apparatus - 1
Grind - 1
Ha Ha Ha - 1
Mike's Song - 1
Party Time - 1
Pigtail - 1
Possum - 1
Rock and Roll - 1
See That My Grave Is Kept Clean - 1
Shake Your Coconuts - 1
Simple - 1
Stealing Time From the Faulty Plan - 1
Strawberry Fields Forever - 1
Strawberry Letter 23 - 1
Sunday Morning - 1
The Curtain - 1
The Landlady - 1
The Oh Kee Pa Ceremony - 1
The Star-Spangled Banner - 1
Theme From the Bottom - 1
Tube - 1
Tweezer - 1
We Are Come to Outlive Our Brains - 1
Wilson - 1
Ya Mar - 1

First Set Closers

Character Zero - 5
David Bowie - 4
The Squirming Coil - 4
Bathtub Gin - 3
Chalk Dust Torture - 3
Run Like an Antelope - 3
Walls of the Cave - 3
Cavern - 2
Fluffhead - 2
Possum - 2
Quinn the Eskimo (The Mighty Quinn) - 2
Sand - 2
Split Open and Melt - 2
Suzy Greenberg - 2
Walk Away - 2
You Enjoy Myself - 2
About to Run - 1
Carolina - 1
Doin' My Time - 1
Fire - 1
First Tube - 1
Ghost - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Loving Cup - 1
Monkey Man - 1
More - 1
Plasma - 1
Rock and Roll - 1
Rocky Top - 1
Runaway Jim - 1
Saw It Again - 1
Space Oddity - 1
Taste - 1
Theme From the Bottom - 1
Weekapaug Groove - 1

Second Set Openers

Down with Disease - 8
Chalk Dust Torture - 3
Ghost - 3
Party Time - 3
Runaway Jim - 3
Tweezer - 3
Wilson - 3
Wolfman's Brother - 3
AC/DC Bag - 2
Also Sprach Zarathustra - 2
Carini - 2
Halley's Comet - 2
Timber (Jerry the Mule) - 2
46 Days - 1
A Wave of Hope - 1
Big Balls - 1
Bouncing Around the Room - 1
Character Zero - 1
Dem Bones - 1
First Tube - 1
Gotta Jibboo - 1
I Never Needed You Like This Before - 1
Jam - 1
Martian Monster - 1
Mike's Song - 1
Mr. Completely - 1
Possum - 1
Prince Caspian - 1
Rock and Roll - 1
Sample in a Jar - 1
Sand - 1
Set Your Soul Free - 1
Soul Planet - 1
The Curtain - 1
The Wedge - 1
Waves - 1

Second Set Closers

Character Zero - 5
Slave to the Traffic Light - 5
Suzy Greenberg - 5
The Squirming Coil - 4
Harry Hood - 3
Tweezer Reprise - 3
Weekapaug Groove - 3
You Enjoy Myself - 3
Cavern - 2
David Bowie - 2
Johnny B. Goode - 2
Possum - 2
Run Like an Antelope - 2
Backwards Down the Number Line - 1
Carini - 1
Coconut - 1
Drift While You're Sleeping - 1
First Tube - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
Hello My Baby - 1
Julius - 1
Martian Monster - 1
More - 1
Prince Caspian - 1
Rocky Top - 1
Sand - 1
Shine a Light - 1
Split Open and Melt - 1
Stealing Time From the Faulty Plan - 1
The Star-Spangled Banner - 1
Wading in the Velvet Sea - 1
Walk Away - 1

Third Set Openers

Buffalo Bill - 1
Cavern - 1
Golden Age - 1
Halley's Comet - 1
Meatstick - 1
NICU - 1
Sabotage - 1
Soul Planet - 1

Third Set Closers

First Tube - 2
A Day in the Life - 1
Funky Bitch - 1
Loving Cup - 1
Prince Caspian - 1
Walls of the Cave - 1
While My Guitar Gently Weeps - 1

Fourth Set Openers

Ambient Jam - 1
Drive-In Jam - 1
Storage Jam - 1

Fourth Set Closers

Ambient Jam - 1
Drive-In Jam - 1
Sleeping Monkey - 1

Encores

Tweezer Reprise - 11
Loving Cup - 6
Cavern - 5
Slave to the Traffic Light - 5
Bouncing Around the Room - 4
Fire - 3
First Tube - 3
Good Times Bad Times - 3
A Life Beyond The Dream - 2
Boogie On Reggae Woman - 2
Buffalo Bill - 2
Bug - 2
Contact - 2
Golgi Apparatus - 2
Hold Your Head Up - 2
More - 2
Saw It Again - 2
Shine a Light - 2
Sleeping Monkey - 2
The Lizards - 2
While My Guitar Gently Weeps - 2
You Enjoy Myself - 2
A Day in the Life - 1
Amazing Grace - 1
Baby Elephant Walk - 1
Backwards Down the Number Line - 1
Bold As Love - 1
Cities - 1
Cracklin' Rosie - 1
Driver - 1
Farmhouse - 1
Fluffhead - 1
Foam - 1
Frankenstein - 1
Fuck Your Face - 1
Funky Bitch - 1
Halley's Comet - 1
Harry Hood - 1
Hello My Baby - 1
I Am the Walrus - 1
Jam - 1
Johnny B. Goode - 1
Joy - 1
Kung - 1
Meatstick - 1
Moby Dick - 1
My Soul - 1
My Sweet One - 1
NICU - 1
Peaches en Regalia - 1
Punch You in the Eye - 1
Rise/Come Together - 1
Rocky Top - 1
Runaway Jim - 1
Sabotage - 1
Say It To Me S.A.N.T.O.S. - 1
Show of Life - 1
Silent in the Morning - 1
Simple - 1
Sleep - 1
Suzy Greenberg - 1
Sweet Jane - 1
The Horse - 1
The Mango Song - 1
The Squirming Coil - 1
The Wedge - 1
Theme from Star Trek - 1
Tube - 1
Waste - 1
When the Circus Comes - 1
Wilson - 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 1995

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
0.49 debuts per show.
The most frequently played song you have seen debuted is Light (124 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Ginseng Sullivan - 5
Taste - 5
Johnny B. Goode - 4
Amazing Grace - 3
Beauty of My Dreams - 3
Hold Your Head Up - 3
Train Song - 3
Ha Ha Ha - 2
Hello My Baby - 2
Acoustic Army - 1

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

Backwards Down the Number Line - 12
46 Days - 11
Sand - 10
Light - 9
Ocelot - 8
Carini - 7
Fuego - 7
A Song I Heard the Ocean Sing - 6
Blaze On - 6
Boogie On Reggae Woman - 6

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:

Ginseng Sullivan - 5
Taste - 5
Johnny B. Goode - 4
Amazing Grace - 3
Beauty of My Dreams - 3
Hold Your Head Up - 3
Train Song - 3
Ha Ha Ha - 2
Hello My Baby - 2
Acoustic Army - 1

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

Backwards Down the Number Line - 12
46 Days - 11
Sand - 10
Light - 9
Ocelot - 8
Carini - 7
Fuego - 7
A Song I Heard the Ocean Sing - 6
Blaze On - 6
Boogie On Reggae Woman - 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