Shows by day of week

• Sunday- 14
• Monday- 4
• Tuesday- 3
• Wednesday- 3
• Thursday- 10
• Friday- 16
• Saturday- 16

Shows by month

• January -
• February -
• March -
• April - 4
• May -
• June - 1
• July - 6
• August - 15
• September - 13
• October - 15
• November - 4
• December - 8

Shows by year

• 1990- 1
• 1991- 0
• 1992- 0
• 1993- 0
• 1994- 2
• 1995- 6
• 1996- 5
• 1997- 3
• 1998- 3
• 1999- 0
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 0
• 2010- 0
• 2011- 0
• 2012- 0
• 2013- 0
• 2014- 0
• 2015- 0
• 2016- 2
• 2017- 3
• 2018- 9
• 2019- 7
• 2020- 0
• 2021- 9
• 2022- 4
• 2023- 4
• 2024- 8

Most Frequently Played Dates

• 9/1- 5
• 8/31- 4
• 9/2- 3
• 10/28- 2
• 10/29- 2
• 12/28- 2
• 12/29- 2
• 12/30- 2
• 12/31- 2
• 8/29- 2
• 8/30- 2
• 9/3- 2
• 10/11- 1
• 10/19- 1
• 10/2- 1
• 10/20- 1
• 10/21- 1
• 10/3- 1
• 10/30- 1
• 10/31- 1
• 10/5- 1

Shows by States

• CO - 23 (35%)
• NV - 11 (17%)
• WA - 10 (15%)
• NY - 8 (12%)
• VA - 5 (8%)
• UT - 3 (5%)
• MT - 2 (3%)
• OR - 2 (3%)
• BC - 1 (2%)
• CA - 1 (2%)

Shows by Time Zone

• Mountain - 28 (42%)
• Pacific - 25 (38%)
• Eastern - 13 (20%)
• Central - 0 (0%)

Shows by Cities

• Commerce City, CO - 19 (29%)
• Las Vegas, NV - 11 (17%)
• George, WA - 8 (12%)
• New York, NY - 8 (12%)
• Hampton, VA - 4 (6%)
• Morrison, CO - 4 (6%)
• Portland, OR - 2 (3%)
• Seattle, WA - 2 (3%)
• Park City, UT - 1 (2%)
• Bozeman, MT - 1 (2%)
• Salt Lake City, UT - 1 (2%)
• Vancouver, BC - 1 (2%)
• West Valley City, UT - 1 (2%)
• Mountain View, CA - 1 (2%)
• Missoula, MT - 1 (2%)
• Richmond, VA - 1 (2%)

Shows by Venues

• Dick's Sporting Goods Park - 19 (29%)
• Madison Square Garden - 8 (12%)
• Gorge Amphitheatre - 8 (12%)
• MGM Grand Garden Arena - 6 (9%)
• Red Rocks Amphitheatre - 4 (6%)
• Hampton Coliseum - 4 (6%)
• Sphere - 4 (6%)
• Seattle Center Arena - 2 (3%)
• Thomas & Mack Center - 1 (2%)
• Memorial Coliseum - 1 (2%)
• Shoreline Amphitheatre - 1 (2%)
• The Orpheum Theatre - 1 (2%)
• Montana State University - 1 (2%)
• The “E” Center - 1 (2%)
• The Jade Elephant - 1 (2%)
• Triad Amphitheater - 1 (2%)
• University of Montana - 1 (2%)
• Wolf Mountain Amphitheatre - 1 (2%)
• Portland Meadows - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 20 (30%)
• After hiatus - 46 (70%)

316 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 19.2.
The average amount of times each song was played is 3.97.
There were 114 onetimers
1271 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
2 songs were in a four show rotation.
9 songs were in a five show rotation.

Total Times Played

Run Like an Antelope - 17 (25%)
Tweezer - 17 (25%)
Free - 16 (24%)
Chalk Dust Torture - 15 (22%)
Wolfman's Brother - 15 (22%)
Also Sprach Zarathustra - 14 (21%)
Harry Hood - 14 (21%)
Slave to the Traffic Light - 14 (21%)
Tweezer Reprise - 14 (21%)
Mike's Song - 13 (19%)
Piper - 13 (19%)
Sand - 13 (19%)
Weekapaug Groove - 13 (19%)
Blaze On - 12 (18%)
Character Zero - 12 (18%)
Down with Disease - 12 (18%)
Maze - 12 (18%)
Reba - 12 (18%)
Simple - 12 (18%)
46 Days - 11 (16%)
Bathtub Gin - 11 (16%)
Cavern - 11 (16%)
Light - 11 (16%)
Possum - 11 (16%)
Prince Caspian - 11 (16%)
Split Open and Melt - 11 (16%)
Stash - 11 (16%)
The Moma Dance - 11 (16%)
Theme From the Bottom - 11 (16%)
Tube - 11 (16%)
You Enjoy Myself - 11 (16%)
Carini - 10 (15%)
Everything's Right - 10 (15%)
First Tube - 10 (15%)
Ghost - 10 (15%)
No Men In No Man's Land - 10 (15%)
Back on the Train - 9 (13%)
David Bowie - 9 (13%)
Fuego - 9 (13%)
I Am Hydrogen - 9 (13%)
More - 9 (13%)
Rift - 9 (13%)
Runaway Jim - 9 (13%)
Set Your Soul Free - 9 (13%)
Sparkle - 9 (13%)
Twist - 9 (13%)
Divided Sky - 8 (12%)
Fluffhead - 8 (12%)
Golgi Apparatus - 8 (12%)
Gumbo - 8 (12%)
My Friend, My Friend - 8 (12%)
Say It To Me S.A.N.T.O.S. - 8 (12%)
Steam - 8 (12%)
What's the Use? - 8 (12%)
Wilson - 8 (12%)
Bouncing Around the Room - 7 (10%)
Golden Age - 7 (10%)
Halley's Comet - 7 (10%)
Julius - 7 (10%)
Mercury - 7 (10%)
Sigma Oasis - 7 (10%)
Suzy Greenberg - 7 (10%)
Ya Mar - 7 (10%)
Birds of a Feather - 6 (9%)
Bug - 6 (9%)
Drift While You're Sleeping - 6 (9%)
Guyute - 6 (9%)
Kill Devil Falls - 6 (9%)
Llama - 6 (9%)
Poor Heart - 6 (9%)
Punch You in the Eye - 6 (9%)
Roggae - 6 (9%)
Ruby Waves - 6 (9%)
Sample in a Jar - 6 (9%)
Shade - 6 (9%)
Silent in the Morning - 6 (9%)
The Horse - 6 (9%)
The Lizards - 6 (9%)
The Wedge - 6 (9%)
Waste - 6 (9%)
555 - 5 (7%)
A Life Beyond The Dream - 5 (7%)
AC/DC Bag - 5 (7%)
Cars Trucks Buses - 5 (7%)
Crosseyed and Painless - 5 (7%)
Foam - 5 (7%)
Funky Bitch - 5 (7%)
Guelah Papyrus - 5 (7%)
It's Ice - 5 (7%)
Lonely Trip - 5 (7%)
Mountains in the Mist - 5 (7%)
NICU - 5 (7%)
Rocky Top - 5 (7%)
Scent of a Mule - 5 (7%)
Taste - 5 (7%)
The Squirming Coil - 5 (7%)
Undermind - 5 (7%)
A Wave of Hope - 4 (6%)
Beneath a Sea of Stars Part 1 - 4 (6%)
Billy Breathes - 4 (6%)
Farmhouse - 4 (6%)
Fee - 4 (6%)
Hello My Baby - 4 (6%)
Hold Your Head Up - 4 (6%)
Horn - 4 (6%)
I Always Wanted It This Way - 4 (6%)
I'm Blue, I'm Lonesome - 4 (6%)
If I Could - 4 (6%)
Keyboard Army - 4 (6%)
Leaves - 4 (6%)
Loving Cup - 4 (6%)
Martian Monster - 4 (6%)
Rise/Come Together - 4 (6%)
Shine a Light - 4 (6%)
Tela - 4 (6%)
The Howling - 4 (6%)
Train Song - 4 (6%)
Turtle in the Clouds - 4 (6%)
Twenty Years Later - 4 (6%)
Walls of the Cave - 4 (6%)
A Day in the Life - 3 (4%)
About to Run - 3 (4%)
Amazing Grace - 3 (4%)
Axilla (Part II) - 3 (4%)
Backwards Down the Number Line - 3 (4%)
Beauty of My Dreams - 3 (4%)
Bold As Love - 3 (4%)
Brian and Robert - 3 (4%)
Buried Alive - 3 (4%)
Camel Walk - 3 (4%)
Dog Faced Boy - 3 (4%)
Esther - 3 (4%)
Ether Edge - 3 (4%)
Evolve - 3 (4%)
Fast Enough for You - 3 (4%)
Gotta Jibboo - 3 (4%)
Hey Stranger - 3 (4%)
Lawn Boy - 3 (4%)
Lifeboy - 3 (4%)
Limb By Limb - 3 (4%)
Meat - 3 (4%)
Meatstick - 3 (4%)
Most Events Aren't Planned - 3 (4%)
My Soul - 3 (4%)
Oblivion - 3 (4%)
Ocelot - 3 (4%)
Scents and Subtle Sounds - 3 (4%)
Show of Life - 3 (4%)
Soul Planet - 3 (4%)
Stealing Time From the Faulty Plan - 3 (4%)
Strange Design - 3 (4%)
Suspicious Minds - 3 (4%)
Sweet Adeline - 3 (4%)
The Fog That Surrounds - 3 (4%)
The Mango Song - 3 (4%)
Timber (Jerry the Mule) - 3 (4%)
Wingsuit - 3 (4%)
Wombat - 3 (4%)
Your Pet Cat - 3 (4%)
A Song I Heard the Ocean Sing - 2 (3%)
Acoustic Army - 2 (3%)
Ass Handed - 2 (3%)
Auld Lang Syne - 2 (3%)
Axilla - 2 (3%)
Big Black Furry Creature from Mars - 2 (3%)
Black-Eyed Katy - 2 (3%)
Colonel Forbin's Ascent - 2 (3%)
Contact - 2 (3%)
Crazy Sometimes - 2 (3%)
Dirt - 2 (3%)
Dogs Stole Things - 2 (3%)
Don't Doubt Me - 2 (3%)
Fly Famous Mockingbird - 2 (3%)
Ha Ha Ha - 2 (3%)
Home - 2 (3%)
Life Saving Gun - 2 (3%)
Makisupa Policeman - 2 (3%)
Miss You - 2 (3%)
Mound - 2 (3%)
My Sweet One - 2 (3%)
Over the Rainbow - 2 (3%)
Party Time - 2 (3%)
Pillow Jets - 2 (3%)
Plasma - 2 (3%)
Rock and Roll - 2 (3%)
Saw It Again - 2 (3%)
Seven Below - 2 (3%)
Sleeping Monkey - 2 (3%)
Sneakin' Sally Through the Alley - 2 (3%)
Strawberry Letter 23 - 2 (3%)
Sugar Shack - 2 (3%)
The Birds - 2 (3%)
The Final Hurrah - 2 (3%)
The Oh Kee Pa Ceremony - 2 (3%)
The Sloth - 2 (3%)
Uncle Pen - 2 (3%)
Wading in the Velvet Sea - 2 (3%)
Walk Away - 2 (3%)
Waves - 2 (3%)
We Are Come to Outlive Our Brains - 2 (3%)
When the Circus Comes - 2 (3%)
While My Guitar Gently Weeps - 2 (3%)
1999 - 1 (1%)
20-20 Vision - 1 (1%)
Access Me - 1 (1%)
Alaska - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Army of One - 1 (1%)
Avenu Malkenu - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Bittersweet Motel - 1 (1%)
Bliss - 1 (1%)
Bohemian Rhapsody - 1 (1%)
Boogie On Reggae Woman - 1 (1%)
Breath and Burning - 1 (1%)
Buffalo Bill - 1 (1%)
California Love Jam - 1 (1%)
Can't Always Listen - 1 (1%)
Catapult - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Cities - 1 (1%)
Clear Your Mind - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cool It Down - 1 (1%)
Corinna - 1 (1%)
Crimes of the Mind - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Demand - 1 (1%)
Destiny Unbound - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Dinner and a Movie - 1 (1%)
Dog Log - 1 (1%)
Doin' My Time - 1 (1%)
Drowned - 1 (1%)
Egg in a Hole - 1 (1%)
Evening Song - 1 (1%)
Faht - 1 (1%)
Five Years - 1 (1%)
Frankenstein - 1 (1%)
Get More Down - 1 (1%)
Ginseng Sullivan - 1 (1%)
Glide - 1 (1%)
Good Times Bad Times - 1 (1%)
Grind - 1 (1%)
Gypsy Queen - 1 (1%)
Halfway to the Moon - 1 (1%)
Harpua - 1 (1%)
Heavy Things - 1 (1%)
Highway to Hell - 1 (1%)
Hold to a Dream - 1 (1%)
How Many People Are You - 1 (1%)
I Am in Miami - 1 (1%)
I Am the Walrus - 1 (1%)
I Been Around - 1 (1%)
If 6 Was 9 - 1 (1%)
Infinite - 1 (1%)
Izabella - 1 (1%)
Jam - 1 (1%)
Johnny B. Goode - 1 (1%)
Jungle Boogie - 1 (1%)
Keeping It Real - 1 (1%)
Knuckle Bone Broth Avenue - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Life on Mars? - 1 (1%)
Magilla - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mellow Mood - 1 (1%)
Mercy - 1 (1%)
Mexican Cousin - 1 (1%)
Mock Song - 1 (1%)
Monsters - 1 (1%)
Mr. Completely - 1 (1%)
Mull - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
NO2 - 1 (1%)
Night Moves Jam - 1 (1%)
Ninety-Nine Years (and One Dark Day) - 1 (1%)
Olivia's Pool - 1 (1%)
Pebbles and Marbles - 1 (1%)
Purple Rain - 1 (1%)
Rescue Squad - 1 (1%)
Roses Are Free - 1 (1%)
Sabotage - 1 (1%)
Send in the Clowns - 1 (1%)
Shaggy Dog - 1 (1%)
Sightless Escape - 1 (1%)
Skin It Back - 1 (1%)
Something Living Here - 1 (1%)
Steep - 1 (1%)
Stray Dog - 1 (1%)
Swept Away - 1 (1%)
Talk - 1 (1%)
Thanksgiving - 1 (1%)
The 9th Cube - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Curtain - 1 (1%)
The Curtain With - 1 (1%)
The Dogs - 1 (1%)
The Inner Reaches of Outer - 1 (1%)
The Landlady - 1 (1%)
The Line - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Unwinding - 1 (1%)
Theme from New York, New York - 1 (1%)
Theme from Star Trek - 1 (1%)
Torn and Frayed - 1 (1%)
Two Versions of Me - 1 (1%)
Vultures - 1 (1%)
Waiting All Night - 1 (1%)
Water in the Sky - 1 (1%)
Weigh - 1 (1%)
What's Going Through Your Mind - 1 (1%)
White Rabbit Jam - 1 (1%)
Winterqueen - 1 (1%)
Yarmouth Road - 1 (1%)

First Set Openers

Chalk Dust Torture - 4
Buried Alive - 2
Carini - 2
Fluffhead - 2
Free - 2
Llama - 2
Makisupa Policeman - 2
Martian Monster - 2
Set Your Soul Free - 2
The Moma Dance - 2
Wilson - 2
Wolfman's Brother - 2
46 Days - 1
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Alumni Blues - 1
Back on the Train - 1
Blaze On - 1
Buffalo Bill - 1
Can't Always Listen - 1
Cities - 1
Cool Amber and Mercury - 1
Dog Log - 1
Down with Disease - 1
Evening Song - 1
Everything's Right - 1
Maze - 1
Mike's Song - 1
My Friend, My Friend - 1
Olivia's Pool - 1
Over the Rainbow - 1
Party Time - 1
Plasma - 1
Poor Heart - 1
Punch You in the Eye - 1
Reba - 1
Runaway Jim - 1
Sand - 1
Sigma Oasis - 1
Simple - 1
Soul Planet - 1
Stealing Time From the Faulty Plan - 1
Strawberry Letter 23 - 1
Stray Dog - 1
The Birds - 1
The Curtain With - 1
The Dogs - 1
The Squirming Coil - 1
Torn and Frayed - 1
Turtle in the Clouds - 1
Tweezer - 1
Ya Mar - 1

First Set Closers

Run Like an Antelope - 6
Bathtub Gin - 4
Character Zero - 4
David Bowie - 4
More - 4
Walls of the Cave - 4
Blaze On - 3
Cavern - 2
Loving Cup - 2
Sample in a Jar - 2
Say It To Me S.A.N.T.O.S. - 2
Split Open and Melt - 2
Suzy Greenberg - 2
46 Days - 1
Carini - 1
Doin' My Time - 1
Drift While You're Sleeping - 1
Fluffhead - 1
Free - 1
Ghost - 1
Golgi Apparatus - 1
I Always Wanted It This Way - 1
I Am the Walrus - 1
Izabella - 1
Lawn Boy - 1
Life Saving Gun - 1
Most Events Aren't Planned - 1
My Soul - 1
Possum - 1
Rise/Come Together - 1
Sand - 1
Saw It Again - 1
Sweet Adeline - 1
The Squirming Coil - 1
Twenty Years Later - 1
Walk Away - 1
Weekapaug Groove - 1
You Enjoy Myself - 1

Second Set Openers

Everything's Right - 4
Also Sprach Zarathustra - 3
No Men In No Man's Land - 3
Runaway Jim - 3
Sand - 3
Set Your Soul Free - 3
AC/DC Bag - 2
Carini - 2
Chalk Dust Torture - 2
Sigma Oasis - 2
Tweezer - 2
46 Days - 1
A Wave of Hope - 1
Ass Handed - 1
Crimes of the Mind - 1
Crosseyed and Painless - 1
David Bowie - 1
Dogs Stole Things - 1
Down with Disease - 1
First Tube - 1
Free - 1
Ghost - 1
Halley's Comet - 1
Julius - 1
Keyboard Army - 1
Knuckle Bone Broth Avenue - 1
Limb By Limb - 1
Loving Cup - 1
Mercury - 1
Mike's Song - 1
Mr. Completely - 1
Oblivion - 1
Poor Heart - 1
Prince Caspian - 1
Punch You in the Eye - 1
Say It To Me S.A.N.T.O.S. - 1
Seven Below - 1
Sightless Escape - 1
Split Open and Melt - 1
Stash - 1
Suzy Greenberg - 1
The Curtain - 1
The Landlady - 1
Timber (Jerry the Mule) - 1
Waves - 1
Wilson - 1
Wolfman's Brother - 1

Second Set Closers

Slave to the Traffic Light - 11
Harry Hood - 6
Character Zero - 5
Possum - 4
Run Like an Antelope - 4
Cavern - 2
First Tube - 2
Golgi Apparatus - 2
I Always Wanted It This Way - 2
Split Open and Melt - 2
Suzy Greenberg - 2
The Squirming Coil - 2
Weekapaug Groove - 2
You Enjoy Myself - 2
Amazing Grace - 1
Backwards Down the Number Line - 1
Carini - 1
Everything's Right - 1
Farmhouse - 1
Fluffhead - 1
Hello My Baby - 1
I Am in Miami - 1
Julius - 1
Keyboard Army - 1
Light - 1
Piper - 1
Rock and Roll - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Tweezer Reprise - 1
Walk Away - 1

Third Set Openers

Carini - 1
Ghost - 1
Send in the Clowns - 1

Third Set Closers

Drift While You're Sleeping - 1
First Tube - 1
You Enjoy Myself - 1

Encores

Tweezer Reprise - 13
Rocky Top - 5
Bouncing Around the Room - 4
First Tube - 4
More - 4
Run Like an Antelope - 4
Say It To Me S.A.N.T.O.S. - 4
A Life Beyond The Dream - 3
Bold As Love - 3
Golgi Apparatus - 3
Shine a Light - 3
Show of Life - 3
Silent in the Morning - 3
The Horse - 3
Wilson - 3
A Day in the Life - 2
Bug - 2
Character Zero - 2
Fee - 2
Harry Hood - 2
Julius - 2
Possum - 2
Punch You in the Eye - 2
The Lizards - 2
You Enjoy Myself - 2
46 Days - 1
About to Run - 1
Amazing Grace - 1
Backwards Down the Number Line - 1
Bittersweet Motel - 1
Brian and Robert - 1
Cavern - 1
Chalk Dust Torture - 1
Contact - 1
Don't Doubt Me - 1
Drift While You're Sleeping - 1
Esther - 1
Evolve - 1
Farmhouse - 1
Good Times Bad Times - 1
Grind - 1
Guyute - 1
Heavy Things - 1
Hello My Baby - 1
Highway to Hell - 1
Johnny B. Goode - 1
Loving Cup - 1
Martian Monster - 1
Rescue Squad - 1
Rock and Roll - 1
Sabotage - 1
Sample in a Jar - 1
Slave to the Traffic Light - 1
Sleeping Monkey - 1
Split Open and Melt - 1
The Mango Song - 1
Theme From the Bottom - 1
Theme from Star Trek - 1
Tube - 1
Vultures - 1
Wading in the Velvet Sea - 1
Waste - 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 1990

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 32 song debuts
0.48 debuts per show.
The most frequently played song you have seen debuted is Set Your Soul Free (44 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Sample in a Jar - 6
Cars Trucks Buses - 5
Scent of a Mule - 5
Hello My Baby - 4
Hold Your Head Up - 4
I'm Blue, I'm Lonesome - 4
Keyboard Army - 4
A Day in the Life - 3
Amazing Grace - 3
Fast Enough for You - 3

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

Sand - 13
Blaze On - 12
46 Days - 11
Light - 11
Carini - 10
Everything's Right - 10
First Tube - 10
Ghost - 10
No Men In No Man's Land - 10
Back on the Train - 9

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:

Sample in a Jar - 6
Cars Trucks Buses - 5
Scent of a Mule - 5
Hello My Baby - 4
Hold Your Head Up - 4
I'm Blue, I'm Lonesome - 4
Keyboard Army - 4
A Day in the Life - 3
Amazing Grace - 3
Fast Enough for You - 3

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

Sand - 13
Blaze On - 12
46 Days - 11
Light - 11
Carini - 10
Everything's Right - 10
First Tube - 10
Ghost - 10
No Men In No Man's Land - 10
Back on the Train - 9

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