Shows by day of week

• Sunday- 15
• Monday- 2
• Tuesday- 1
• Wednesday- 5
• Thursday- 7
• Friday- 20
• Saturday- 20

Shows by month

• January -
• February - 4
• March -
• April - 6
• May -
• June - 1
• July - 6
• August - 11
• September - 24
• October - 6
• November - 2
• December - 10

Shows by year

• 1994- 3
• 1995- 7
• 1996- 0
• 1997- 0
• 1998- 0
• 1999- 0
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 0
• 2010- 0
• 2011- 0
• 2012- 3
• 2013- 3
• 2014- 3
• 2015- 3
• 2016- 3
• 2017- 3
• 2018- 6
• 2019- 6
• 2020- 0
• 2021- 11
• 2022- 5
• 2023- 7
• 2024- 7

Most Frequently Played Dates

• 9/1- 7
• 8/31- 6
• 9/2- 5
• 9/3- 5
• 9/4- 4
• 12/31- 3
• 8/30- 3
• 10/31- 2
• 12/28- 2
• 4/18- 2
• 4/19- 2
• 9/5- 2
• 10/28- 1
• 10/29- 1
• 10/30- 1
• 10/7- 1
• 11/1- 1
• 11/2- 1
• 12/1- 1
• 12/15- 1
• 12/2- 1

Shows by States

• CO - 34 (49%)
• NV - 10 (14%)
• PA - 5 (7%)
• Mexico - 4 (6%)
• MA - 3 (4%)
• NY - 3 (4%)
• CA - 3 (4%)
• WI - 3 (4%)
• GA - 2 (3%)
• AL - 1 (1%)
• AR - 1 (1%)
• CT - 1 (1%)

Shows by Time Zone

• Mountain - 34 (49%)
• Eastern - 18 (26%)
• Pacific - 13 (19%)
• Central - 5 (7%)

Shows by Cities

• Commerce City, CO - 34 (49%)
• Las Vegas, NV - 10 (14%)
• Quintana Roo, Mexico - 4 (6%)
• Philadelphia, PA - 3 (4%)
• New York, NY - 3 (4%)
• East Troy, WI - 3 (4%)
• Berkeley, CA - 3 (4%)
• Alpharetta, GA - 2 (3%)
• Hershey, PA - 1 (1%)
• Bethlehem, PA - 1 (1%)
• Boston, MA - 1 (1%)
• Rogers, AR - 1 (1%)
• Worcester, MA - 1 (1%)
• New Haven, CT - 1 (1%)
• Amherst, MA - 1 (1%)
• Pelham, AL - 1 (1%)

Shows by Venues

• Dick's Sporting Goods Park - 34 (49%)
• MGM Grand Garden Arena - 7 (10%)
• Cancun - 4 (6%)
• Madison Square Garden - 3 (4%)
• Sphere - 3 (4%)
• Alpine Valley Music Theatre - 3 (4%)
• Berkeley - 3 (4%)
• Verizon Wireless Amphitheatre at Encore Park - 2 (3%)
• Oak Mountain Amphitheatre - 1 (1%)
• Civic Center - 1 (1%)
• Lehigh University - 1 (1%)
• University of Massachusetts - 1 (1%)
• Walmart Arkansas Music Pavilion - 1 (1%)
• Boston Garden - 1 (1%)
• The Mann Center for the Performing Arts - 1 (1%)
• New Haven Veterans Memorial Coliseum - 1 (1%)
• Worcester Centrum Centre - 1 (1%)
• Hersheypark Arena - 1 (1%)
• Wachovia Spectrum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 10 (14%)
• After hiatus - 60 (86%)

308 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 20.4.
The average amount of times each song was played is 4.57.
There were 93 onetimers
1433 total songs have been played in the selected shows.

There were 2 one set shows
There were 63 two set shows
There were 5 three set shows
5 songs were in a four show rotation.
21 songs were in a five show rotation.

Total Times Played

Tweezer Reprise - 20 (28%)
Chalk Dust Torture - 19 (27%)
Harry Hood - 19 (27%)
Tweezer - 19 (27%)
Sand - 18 (25%)
Free - 17 (24%)
46 Days - 16 (22%)
Also Sprach Zarathustra - 16 (22%)
Bathtub Gin - 16 (22%)
Ghost - 16 (22%)
Mike's Song - 16 (22%)
Run Like an Antelope - 16 (22%)
Weekapaug Groove - 16 (22%)
Wolfman's Brother - 16 (22%)
Character Zero - 15 (21%)
Slave to the Traffic Light - 15 (21%)
Carini - 14 (20%)
Down with Disease - 14 (20%)
Light - 14 (20%)
The Moma Dance - 14 (20%)
Theme From the Bottom - 14 (20%)
Blaze On - 13 (18%)
Cavern - 13 (18%)
Fuego - 13 (18%)
Piper - 13 (18%)
Stash - 13 (18%)
Twist - 13 (18%)
Back on the Train - 12 (17%)
Halley's Comet - 12 (17%)
Runaway Jim - 12 (17%)
Set Your Soul Free - 12 (17%)
Silent in the Morning - 12 (17%)
Bouncing Around the Room - 11 (15%)
Everything's Right - 11 (15%)
First Tube - 11 (15%)
Maze - 11 (15%)
Possum - 11 (15%)
Rift - 11 (15%)
Simple - 11 (15%)
The Wedge - 11 (15%)
Tube - 11 (15%)
Funky Bitch - 10 (14%)
Kill Devil Falls - 10 (14%)
No Men In No Man's Land - 10 (14%)
Prince Caspian - 10 (14%)
Reba - 10 (14%)
Suzy Greenberg - 10 (14%)
The Horse - 10 (14%)
A Song I Heard the Ocean Sing - 9 (12%)
Backwards Down the Number Line - 9 (12%)
David Bowie - 9 (12%)
Golden Age - 9 (12%)
Mercury - 9 (12%)
More - 9 (12%)
Say It To Me S.A.N.T.O.S. - 9 (12%)
Steam - 9 (12%)
Undermind - 9 (12%)
555 - 8 (11%)
Julius - 8 (11%)
Ocelot - 8 (11%)
A Life Beyond The Dream - 7 (10%)
AC/DC Bag - 7 (10%)
Axilla (Part II) - 7 (10%)
Farmhouse - 7 (10%)
Golgi Apparatus - 7 (10%)
Gumbo - 7 (10%)
Meatstick - 7 (10%)
NICU - 7 (10%)
Sigma Oasis - 7 (10%)
Walls of the Cave - 7 (10%)
What's the Use? - 7 (10%)
Wilson - 7 (10%)
Birds of a Feather - 6 (8%)
Bug - 6 (8%)
Buried Alive - 6 (8%)
Divided Sky - 6 (8%)
Drift While You're Sleeping - 6 (8%)
Halfway to the Moon - 6 (8%)
Mound - 6 (8%)
My Friend, My Friend - 6 (8%)
Ruby Waves - 6 (8%)
Shade - 6 (8%)
Sparkle - 6 (8%)
Split Open and Melt - 6 (8%)
The Howling - 6 (8%)
The Squirming Coil - 6 (8%)
Turtle in the Clouds - 6 (8%)
Waste - 6 (8%)
You Enjoy Myself - 6 (8%)
Bold As Love - 5 (7%)
Fluffhead - 5 (7%)
Guyute - 5 (7%)
Hold Your Head Up - 5 (7%)
Loving Cup - 5 (7%)
Martian Monster - 5 (7%)
Mountains in the Mist - 5 (7%)
Seven Below - 5 (7%)
Stealing Time From the Faulty Plan - 5 (7%)
The Lizards - 5 (7%)
Timber (Jerry the Mule) - 5 (7%)
Yarmouth Road - 5 (7%)
A Wave of Hope - 4 (5%)
Beneath a Sea of Stars Part 1 - 4 (5%)
Crosseyed and Painless - 4 (5%)
Don't Doubt Me - 4 (5%)
Fee - 4 (5%)
Glide - 4 (5%)
Good Times Bad Times - 4 (5%)
I Am Hydrogen - 4 (5%)
If I Could - 4 (5%)
Lawn Boy - 4 (5%)
Limb By Limb - 4 (5%)
Llama - 4 (5%)
Lonely Trip - 4 (5%)
My Sweet One - 4 (5%)
Poor Heart - 4 (5%)
Punch You in the Eye - 4 (5%)
Rise/Come Together - 4 (5%)
Roggae - 4 (5%)
Roses Are Free - 4 (5%)
Sleeping Monkey - 4 (5%)
The Final Hurrah - 4 (5%)
The Mango Song - 4 (5%)
Wading in the Velvet Sea - 4 (5%)
Wingsuit - 4 (5%)
Winterqueen - 4 (5%)
Wombat - 4 (5%)
Alaska - 3 (4%)
Auld Lang Syne - 3 (4%)
Boogie On Reggae Woman - 3 (4%)
Buffalo Bill - 3 (4%)
Cars Trucks Buses - 3 (4%)
Catapult - 3 (4%)
Contact - 3 (4%)
Crazy Sometimes - 3 (4%)
Death Don't Hurt Very Long - 3 (4%)
Foam - 3 (4%)
Frankenstein - 3 (4%)
Grind - 3 (4%)
Guelah Papyrus - 3 (4%)
Heavy Things - 3 (4%)
Horn - 3 (4%)
I Didn't Know - 3 (4%)
Icculus - 3 (4%)
It's Ice - 3 (4%)
Joy - 3 (4%)
Lifeboy - 3 (4%)
My Soul - 3 (4%)
Nellie Kane - 3 (4%)
No Quarter - 3 (4%)
Olivia's Pool - 3 (4%)
Party Time - 3 (4%)
Pebbles and Marbles - 3 (4%)
Plasma - 3 (4%)
Rock and Roll - 3 (4%)
Sample in a Jar - 3 (4%)
Scent of a Mule - 3 (4%)
Show of Life - 3 (4%)
Sneakin' Sally Through the Alley - 3 (4%)
Soul Planet - 3 (4%)
Taste - 3 (4%)
The Sloth - 3 (4%)
Twenty Years Later - 3 (4%)
Vultures - 3 (4%)
We Are Come to Outlive Our Brains - 3 (4%)
Ya Mar - 3 (4%)
A Day in the Life - 2 (2%)
About to Run - 2 (2%)
All of These Dreams - 2 (2%)
Ass Handed - 2 (2%)
Bike - 2 (2%)
Billy Breathes - 2 (2%)
Breath and Burning - 2 (2%)
Camel Walk - 2 (2%)
Colonel Forbin's Ascent - 2 (2%)
Cool It Down - 2 (2%)
Destiny Unbound - 2 (2%)
Dirt - 2 (2%)
Dog Faced Boy - 2 (2%)
Driver - 2 (2%)
Esther - 2 (2%)
Ether Edge - 2 (2%)
Evolve - 2 (2%)
Fast Enough for You - 2 (2%)
Fly Famous Mockingbird - 2 (2%)
Fuck Your Face - 2 (2%)
Gotta Jibboo - 2 (2%)
Ha Ha Ha - 2 (2%)
Harpua - 2 (2%)
Hello My Baby - 2 (2%)
I Always Wanted It This Way - 2 (2%)
I Never Needed You Like This Before - 2 (2%)
Leaves - 2 (2%)
Life Saving Gun - 2 (2%)
Meat - 2 (2%)
Miss You - 2 (2%)
Most Events Aren't Planned - 2 (2%)
Mull - 2 (2%)
NO2 - 2 (2%)
Oblivion - 2 (2%)
Sanity - 2 (2%)
Saw It Again - 2 (2%)
Spock's Brain - 2 (2%)
Strange Design - 2 (2%)
Stray Dog - 2 (2%)
Suspicious Minds - 2 (2%)
Sweet Adeline - 2 (2%)
The Curtain With - 2 (2%)
The Landlady - 2 (2%)
The Line - 2 (2%)
Uncle Pen - 2 (2%)
Waiting All Night - 2 (2%)
When the Circus Comes - 2 (2%)
Your Pet Cat - 2 (2%)
mercy - 2 (2%)
1999 - 1 (1%)
Access Me - 1 (1%)
Acoustic Army - 1 (1%)
After Midnight - 1 (1%)
Alumni Blues - 1 (1%)
Amazing Grace - 1 (1%)
Army of One - 1 (1%)
Avenu Malkenu - 1 (1%)
Beauty of My Dreams - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Bliss - 1 (1%)
Bohemian Rhapsody - 1 (1%)
Brian and Robert - 1 (1%)
Can't Always Listen - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Clear Your Mind - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Devotion To a Dream - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Dogs Stole Things - 1 (1%)
Drowned - 1 (1%)
Easy To Slip - 1 (1%)
Egg in a Hole - 1 (1%)
Emotional Rescue - 1 (1%)
Evening Song - 1 (1%)
Everything is Hollow - 1 (1%)
Faht - 1 (1%)
Five Years - 1 (1%)
Foreplay/Long Time - 1 (1%)
Frost - 1 (1%)
Get More Down - 1 (1%)
Heavy Rotation - 1 (1%)
Home - 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%)
Johnny B. Goode - 1 (1%)
Jungle Boogie - 1 (1%)
Keeping It Real - 1 (1%)
Keyboard Army - 1 (1%)
Knuckle Bone Broth Avenue - 1 (1%)
Legalize It - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Love You - 1 (1%)
Mallory - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mellow Mood - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
On the Road Again - 1 (1%)
Once in a Lifetime - 1 (1%)
Passing Through - 1 (1%)
Peaches en Regalia - 1 (1%)
Pillow Jets - 1 (1%)
Play by Play - 1 (1%)
Ride Captain Ride - 1 (1%)
Rocky Top - 1 (1%)
Rotation Jam - 1 (1%)
Say Something - 1 (1%)
Scents and Subtle Sounds - 1 (1%)
Sea and Sand - 1 (1%)
Shaggy Dog - 1 (1%)
Shine - 1 (1%)
Shine a Light - 1 (1%)
Sightless Escape - 1 (1%)
Something Living Here - 1 (1%)
Steep - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Sugar Shack - 1 (1%)
Swept Away - 1 (1%)
Taste That Surrounds - 1 (1%)
Thanksgiving - 1 (1%)
The 9th Cube - 1 (1%)
The Birdwatcher - 1 (1%)
The Curtain - 1 (1%)
The Dogs - 1 (1%)
The Inner Reaches of Outer - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
The Old Home Place - 1 (1%)
The Unwinding - 1 (1%)
Theme from New York, New York - 1 (1%)
Thread - 1 (1%)
Thunderhead - 1 (1%)
Train Song - 1 (1%)
Two Versions of Me - 1 (1%)
United We Stand - 1 (1%)
Walk Away - 1 (1%)
Weigh - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Yerushalayim Shel Zahav - 1 (1%)
hey stranger - 1 (1%)

First Set Openers

Buried Alive - 5
Sand - 4
The Moma Dance - 4
First Tube - 3
Free - 3
Everything's Right - 2
Ghost - 2
I Never Needed You Like This Before - 2
Olivia's Pool - 2
Punch You in the Eye - 2
Set Your Soul Free - 2
Simple - 2
The Curtain With - 2
The Landlady - 2
46 Days - 1
A Song I Heard the Ocean Sing - 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
Carini - 1
Cars Trucks Buses - 1
Cavern - 1
Chalk Dust Torture - 1
Down with Disease - 1
Fee - 1
Fluffhead - 1
Golgi Apparatus - 1
Julius - 1
Llama - 1
Mound - 1
My Friend, My Friend - 1
No Men In No Man's Land - 1
Prince Caspian - 1
Run Like an Antelope - 1
Sigma Oasis - 1
Slave to the Traffic Light - 1
Soul Planet - 1
Split Open and Melt - 1
Stray Dog - 1
The Dogs - 1
Tube - 1
Tweezer - 1
Wolfman's Brother - 1

First Set Closers

Possum - 6
Run Like an Antelope - 6
Bathtub Gin - 5
Cavern - 4
Character Zero - 4
David Bowie - 4
46 Days - 3
Walls of the Cave - 3
Blaze On - 2
Carini - 2
Drift While You're Sleeping - 2
More - 2
Suzy Greenberg - 2
Axilla (Part II) - 1
Bug - 1
Chalk Dust Torture - 1
Easy To Slip - 1
First Tube - 1
Fluffhead - 1
Frankenstein - 1
Funky Bitch - 1
Ghost - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
I Always Wanted It This Way - 1
I Am the Walrus - 1
Life Saving Gun - 1
Rock and Roll - 1
Sigma Oasis - 1
Split Open and Melt - 1
Stealing Time From the Faulty Plan - 1
The Squirming Coil - 1
Theme From the Bottom - 1
Twenty Years Later - 1
Undermind - 1
Weekapaug Groove - 1
While My Guitar Gently Weeps - 1
Wolfman's Brother - 1

Second Set Openers

No Men In No Man's Land - 4
Set Your Soul Free - 4
Chalk Dust Torture - 3
Down with Disease - 3
Everything's Right - 3
Sand - 3
46 Days - 2
A Song I Heard the Ocean Sing - 2
Also Sprach Zarathustra - 2
Blaze On - 2
Halley's Comet - 2
Mike's Song - 2
Say It To Me S.A.N.T.O.S. - 2
Timber (Jerry the Mule) - 2
A Wave of Hope - 1
AC/DC Bag - 1
Ass Handed - 1
Carini - 1
Crosseyed and Painless - 1
Dogs Stole Things - 1
Don't Doubt Me - 1
Drowned - 1
Evening Song - 1
Fuego - 1
Golden Age - 1
Knuckle Bone Broth Avenue - 1
Maze - 1
Mercury - 1
More - 1
My Soul - 1
Possum - 1
Punch You in the Eye - 1
Rise/Come Together - 1
Run Like an Antelope - 1
Runaway Jim - 1
Seven Below - 1
Sightless Escape - 1
Sigma Oasis - 1
Soul Planet - 1
Suzy Greenberg - 1
The Howling - 1
The Old Home Place - 1
Turtle in the Clouds - 1
Tweezer Reprise - 1
Wilson - 1
Wolfman's Brother - 1

Second Set Closers

Slave to the Traffic Light - 10
Harry Hood - 8
Backwards Down the Number Line - 3
First Tube - 3
Suzy Greenberg - 3
Weekapaug Groove - 3
You Enjoy Myself - 3
Character Zero - 2
Loving Cup - 2
Piper - 2
Rock and Roll - 2
The Squirming Coil - 2
Tweezer Reprise - 2
Amazing Grace - 1
Bold As Love - 1
Cavern - 1
David Bowie - 1
Digital Delay Loop Jam - 1
Farmhouse - 1
Fluffhead - 1
Frankenstein - 1
Fuck Your Face - 1
Golgi Apparatus - 1
I Always Wanted It This Way - 1
I Am in Miami - 1
Light - 1
Passing Through - 1
Possum - 1
Run Like an Antelope - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Split Open and Melt - 1
Sweet Adeline - 1
Tube - 1
Walk Away - 1
Walls of the Cave - 1

Third Set Openers

Auld Lang Syne - 1
Carini - 1
Ghost - 1
My Sweet One - 1
Set Your Soul Free - 1

Third Set Closers

Drift While You're Sleeping - 1
First Tube - 1
Frankenstein - 1
Run Like an Antelope - 1
Slave to the Traffic Light - 1

Encores

Tweezer Reprise - 18
Character Zero - 9
Say It To Me S.A.N.T.O.S. - 5
A Life Beyond The Dream - 4
Bold As Love - 4
Harry Hood - 4
Hold Your Head Up - 4
More - 4
Silent in the Morning - 4
Sleeping Monkey - 4
The Horse - 4
Cavern - 3
Good Times Bad Times - 3
Grind - 3
Loving Cup - 3
Run Like an Antelope - 3
Waste - 3
Bike - 2
Bug - 2
Fee - 2
First Tube - 2
Julius - 2
Meatstick - 2
Show of Life - 2
Slave to the Traffic Light - 2
The Mango Song - 2
A Day in the Life - 1
After Midnight - 1
Also Sprach Zarathustra - 1
Auld Lang Syne - 1
Backwards Down the Number Line - 1
Bouncing Around the Room - 1
Brian and Robert - 1
Carini - 1
Chalk Dust Torture - 1
Contact - 1
Divided Sky - 1
Don't Doubt Me - 1
Evolve - 1
Farmhouse - 1
Fluffhead - 1
Foreplay/Long Time - 1
Golgi Apparatus - 1
Gumbo - 1
Harpua - 1
Icculus - 1
Johnny B. Goode - 1
Keyboard Army - 1
Martian Monster - 1
Miss You - 1
NO2 - 1
Oh! Sweet Nuthin' - 1
On the Road Again - 1
Once in a Lifetime - 1
Possum - 1
Rise/Come Together - 1
Rocky Top - 1
Sand - 1
Simple - 1
Split Open and Melt - 1
Suzy Greenberg - 1
The Lizards - 1
The Squirming Coil - 1
Theme From the Bottom - 1
Tube - 1
United We Stand - 1
Vultures - 1
Wading in the Velvet Sea - 1
Walls of the Cave - 1
When the Circus Comes - 1
Wilson - 1
Yarmouth Road - 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 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 33 song debuts
0.47 debuts per show.
The most frequently played song you have seen debuted is Guyute (133 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Colonel Forbin's Ascent - 2
Fly Famous Mockingbird - 2
Hello My Baby - 2
Suspicious Minds - 2
Sweet Adeline - 2
Acoustic Army - 1
Amazing Grace - 1
Digital Delay Loop Jam - 1
Drowned - 1
Faht - 1

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

Sand - 18
46 Days - 16
Ghost - 16
Character Zero - 15
Carini - 14
Light - 14
The Moma Dance - 14
Blaze On - 13
Fuego - 13
Piper - 13

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:

Colonel Forbin's Ascent - 2
Fly Famous Mockingbird - 2
Hello My Baby - 2
Suspicious Minds - 2
Sweet Adeline - 2
Acoustic Army - 1
Amazing Grace - 1
Digital Delay Loop Jam - 1
Drowned - 1
Faht - 1

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

Sand - 18
46 Days - 16
Ghost - 16
Character Zero - 15
Carini - 14
Light - 14
The Moma Dance - 14
Blaze On - 13
Fuego - 13
Piper - 13

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