Shows by day of week

• Sunday- 15
• Monday- 1
• Tuesday- 2
• Wednesday- 3
• Thursday- 8
• Friday- 18
• Saturday- 21

Shows by month

• January - 2
• February - 4
• March -
• April -
• May -
• June - 4
• July - 8
• August - 13
• September - 29
• October - 7
• November -
• December - 1

Shows by year

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

Most Frequently Played Dates

• 9/1- 7
• 9/2- 7
• 8/31- 6
• 9/3- 6
• 9/4- 5
• 8/30- 3
• 10/31- 2
• 6/24- 2
• 9/5- 2
• 1/1- 1
• 1/2- 1
• 10/1- 1
• 10/22- 1
• 10/28- 1
• 10/29- 1
• 10/30- 1
• 12/31- 1
• 2/21- 1
• 2/22- 1
• 2/23- 1
• 2/24- 1

Shows by States

• CO - 38 (56%)
• GA - 10 (15%)
• NY - 5 (7%)
• Mexico - 4 (6%)
• NV - 4 (6%)
• AZ - 3 (4%)
• WA - 2 (3%)
• IL - 1 (1%)
• CA - 1 (1%)

Shows by Time Zone

• Mountain - 41 (60%)
• Eastern - 19 (28%)
• Pacific - 7 (10%)
• Central - 1 (1%)

Shows by Cities

• Commerce City, CO - 38 (56%)
• Atlanta, GA - 9 (13%)
• New York, NY - 5 (7%)
• Quintana Roo, Mexico - 4 (6%)
• Las Vegas, NV - 4 (6%)
• George, WA - 2 (3%)
• Phoenix, AZ - 2 (3%)
• Tucson, AZ - 1 (1%)
• Alpharetta, GA - 1 (1%)
• Inglewood, CA - 1 (1%)
• Chicago, IL - 1 (1%)

Shows by Venues

• Dick's Sporting Goods Park - 38 (56%)
• HiFi Buys Amphitheatre - 8 (12%)
• Madison Square Garden - 5 (7%)
• Cancun - 4 (6%)
• MGM Grand Garden Arena - 4 (6%)
• Gorge Amphitheatre - 2 (3%)
• Desert Sky Pavilion - 1 (1%)
• Wrigley Field - 1 (1%)
• Verizon Wireless Amphitheatre at Encore Park - 1 (1%)
• Cricket Pavilion - 1 (1%)
• Pima County Fairgrounds - 1 (1%)
• The Omni - 1 (1%)
• Great Western Forum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 10 (15%)
• After hiatus - 58 (85%)

322 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 20.3.
The average amount of times each song was played is 4.24.
There were 117 onetimers
1382 total songs have been played in the selected shows.

There were 3 one set shows
There were 62 two set shows
There were 3 three set shows
10 songs were in a four show rotation.
20 songs were in a five show rotation.

Total Times Played

Run Like an Antelope - 18 (26%)
Wolfman's Brother - 18 (26%)
Carini - 17 (25%)
Chalk Dust Torture - 17 (25%)
Down with Disease - 17 (25%)
Ghost - 17 (25%)
Harry Hood - 17 (25%)
Piper - 17 (25%)
The Moma Dance - 17 (25%)
Tweezer - 17 (25%)
Character Zero - 16 (23%)
Sand - 16 (23%)
Slave to the Traffic Light - 16 (23%)
The Wedge - 16 (23%)
Tweezer Reprise - 16 (23%)
Bathtub Gin - 15 (22%)
46 Days - 14 (20%)
Also Sprach Zarathustra - 14 (20%)
Cavern - 14 (20%)
Twist - 14 (20%)
Fuego - 13 (19%)
Possum - 13 (19%)
Back on the Train - 12 (17%)
Birds of a Feather - 12 (17%)
Blaze On - 12 (17%)
David Bowie - 12 (17%)
Free - 12 (17%)
Light - 12 (17%)
Mike's Song - 12 (17%)
Stash - 12 (17%)
Tube - 12 (17%)
Weekapaug Groove - 12 (17%)
Backwards Down the Number Line - 11 (16%)
Kill Devil Falls - 11 (16%)
No Men In No Man's Land - 11 (16%)
First Tube - 10 (14%)
Rift - 10 (14%)
Silent in the Morning - 10 (14%)
Theme From the Bottom - 10 (14%)
Walls of the Cave - 10 (14%)
Funky Bitch - 9 (13%)
Limb By Limb - 9 (13%)
NICU - 9 (13%)
Ocelot - 9 (13%)
Runaway Jim - 9 (13%)
Sample in a Jar - 9 (13%)
Simple - 9 (13%)
Suzy Greenberg - 9 (13%)
Undermind - 9 (13%)
You Enjoy Myself - 9 (13%)
555 - 8 (11%)
Farmhouse - 8 (11%)
Halfway to the Moon - 8 (11%)
Meatstick - 8 (11%)
Prince Caspian - 8 (11%)
Reba - 8 (11%)
Steam - 8 (11%)
The Horse - 8 (11%)
What's the Use? - 8 (11%)
A Song I Heard the Ocean Sing - 7 (10%)
AC/DC Bag - 7 (10%)
Bouncing Around the Room - 7 (10%)
Bug - 7 (10%)
Everything's Right - 7 (10%)
Golden Age - 7 (10%)
Halley's Comet - 7 (10%)
Heavy Things - 7 (10%)
Julius - 7 (10%)
Maze - 7 (10%)
Roggae - 7 (10%)
Split Open and Melt - 7 (10%)
Stealing Time From the Faulty Plan - 7 (10%)
Wingsuit - 7 (10%)
Fluffhead - 6 (8%)
Gumbo - 6 (8%)
I Didn't Know - 6 (8%)
Martian Monster - 6 (8%)
Mercury - 6 (8%)
More - 6 (8%)
Roses Are Free - 6 (8%)
Set Your Soul Free - 6 (8%)
Sparkle - 6 (8%)
Taste - 6 (8%)
Vultures - 6 (8%)
Waste - 6 (8%)
Wilson - 6 (8%)
Yarmouth Road - 6 (8%)
Billy Breathes - 5 (7%)
Crosseyed and Painless - 5 (7%)
Divided Sky - 5 (7%)
Guyute - 5 (7%)
Lawn Boy - 5 (7%)
Llama - 5 (7%)
My Soul - 5 (7%)
Seven Below - 5 (7%)
Sigma Oasis - 5 (7%)
Sleeping Monkey - 5 (7%)
Sneakin' Sally Through the Alley - 5 (7%)
The Lizards - 5 (7%)
Waiting All Night - 5 (7%)
When the Circus Comes - 5 (7%)
Ass Handed - 4 (5%)
Buried Alive - 4 (5%)
Dirt - 4 (5%)
Drift While You're Sleeping - 4 (5%)
Driver - 4 (5%)
Frankenstein - 4 (5%)
Horn - 4 (5%)
It's Ice - 4 (5%)
Loving Cup - 4 (5%)
Mountains in the Mist - 4 (5%)
My Friend, My Friend - 4 (5%)
No Quarter - 4 (5%)
Party Time - 4 (5%)
Rock and Roll - 4 (5%)
Ruby Waves - 4 (5%)
Say It To Me S.A.N.T.O.S. - 4 (5%)
Scent of a Mule - 4 (5%)
Shade - 4 (5%)
Strange Design - 4 (5%)
The Howling - 4 (5%)
Twenty Years Later - 4 (5%)
Wading in the Velvet Sea - 4 (5%)
Wombat - 4 (5%)
Ya Mar - 4 (5%)
Your Pet Cat - 4 (5%)
A Life Beyond The Dream - 3 (4%)
A Wave of Hope - 3 (4%)
Alaska - 3 (4%)
Axilla - 3 (4%)
Axilla (Part II) - 3 (4%)
Beneath a Sea of Stars Part 1 - 3 (4%)
Bold As Love - 3 (4%)
Boogie On Reggae Woman - 3 (4%)
Cars Trucks Buses - 3 (4%)
Don't Doubt Me - 3 (4%)
Fast Enough for You - 3 (4%)
Golgi Apparatus - 3 (4%)
Hold Your Head Up - 3 (4%)
Makisupa Policeman - 3 (4%)
My Sweet One - 3 (4%)
Poor Heart - 3 (4%)
Punch You in the Eye - 3 (4%)
Sanity - 3 (4%)
Scents and Subtle Sounds - 3 (4%)
Shine a Light - 3 (4%)
The Line - 3 (4%)
The Mango Song - 3 (4%)
The Oh Kee Pa Ceremony - 3 (4%)
The Squirming Coil - 3 (4%)
Train Song - 3 (4%)
Turtle in the Clouds - 3 (4%)
Winterqueen - 3 (4%)
A Day in the Life - 2 (2%)
Army of One - 2 (2%)
Beauty of My Dreams - 2 (2%)
Breath and Burning - 2 (2%)
Brian and Robert - 2 (2%)
Camel Walk - 2 (2%)
Contact - 2 (2%)
Crazy Sometimes - 2 (2%)
Dogs Stole Things - 2 (2%)
Esther - 2 (2%)
Ether Edge - 2 (2%)
Evolve - 2 (2%)
Fee - 2 (2%)
Ginseng Sullivan - 2 (2%)
Good Times Bad Times - 2 (2%)
Grind - 2 (2%)
Guelah Papyrus - 2 (2%)
Guy Forget - 2 (2%)
Ha Ha Ha - 2 (2%)
Harpua - 2 (2%)
I Am Hydrogen - 2 (2%)
Icculus - 2 (2%)
Jesus Just Left Chicago - 2 (2%)
Joy - 2 (2%)
Leaves - 2 (2%)
Lonely Trip - 2 (2%)
McGrupp and the Watchful Hosemasters - 2 (2%)
Meat - 2 (2%)
Miss You - 2 (2%)
Most Events Aren't Planned - 2 (2%)
Mound - 2 (2%)
NO2 - 2 (2%)
Nellie Kane - 2 (2%)
Oblivion - 2 (2%)
Once in a Lifetime - 2 (2%)
Pebbles and Marbles - 2 (2%)
Rise/Come Together - 2 (2%)
Saw It Again - 2 (2%)
Show of Life - 2 (2%)
Soul Planet - 2 (2%)
Steep - 2 (2%)
Sugar Shack - 2 (2%)
Swept Away - 2 (2%)
The Inlaw Josie Wales - 2 (2%)
The Old Home Place - 2 (2%)
The Sloth - 2 (2%)
The Star-Spangled Banner - 2 (2%)
Timber (Jerry the Mule) - 2 (2%)
Uncle Pen - 2 (2%)
Walk Away - 2 (2%)
Waves - 2 (2%)
We Are Come to Outlive Our Brains - 2 (2%)
1999 - 1 (1%)
About to Run - 1 (1%)
Access Me - 1 (1%)
Acoustic Army - 1 (1%)
After Midnight - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Anything But Me - 1 (1%)
Auld Lang Syne - 1 (1%)
Avenu Malkenu - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Bike - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Bliss - 1 (1%)
Born Under Punches (The Heat Goes On) - 1 (1%)
Brother - 1 (1%)
Buffalo Bill - 1 (1%)
Can't Always Listen - 1 (1%)
Catapult - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Clear Your Mind - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Come Together - 1 (1%)
Cool It Down - 1 (1%)
Cracklin' Rosie - 1 (1%)
Crowd Control - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Destiny Unbound - 1 (1%)
Devotion To a Dream - 1 (1%)
Dog Faced Boy - 1 (1%)
Drowned - 1 (1%)
Easy To Slip - 1 (1%)
Egg in a Hole - 1 (1%)
Emotional Rescue - 1 (1%)
Five Years - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Foam - 1 (1%)
Frankie Says - 1 (1%)
Fuck Your Face - 1 (1%)
Get More Down - 1 (1%)
Gotta Jibboo - 1 (1%)
Happy Birthday to You - 1 (1%)
Heavy Rotation - 1 (1%)
Highway to Hell - 1 (1%)
Home - 1 (1%)
Houses in Motion - 1 (1%)
How Many People Are You - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Am in Miami - 1 (1%)
I Am the Walrus - 1 (1%)
If 6 Was 9 - 1 (1%)
If I Could - 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%)
Life Saving Gun - 1 (1%)
Listening Wind - 1 (1%)
Love You - 1 (1%)
Maple Leaf Rag - 1 (1%)
Mellow Mood - 1 (1%)
Mexican Cousin - 1 (1%)
Moonage Daydream - 1 (1%)
Mull - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
O Canada - 1 (1%)
O Holy Night - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
Olivia's Pool - 1 (1%)
On the Road Again - 1 (1%)
Plasma - 1 (1%)
Ride Captain Ride - 1 (1%)
Rock 'n' Roll Suicide - 1 (1%)
Rocky Mountain Way Jam - 1 (1%)
Runnin' with the Devil - 1 (1%)
Sabotage - 1 (1%)
Say Something - 1 (1%)
Seen and Not Seen - 1 (1%)
Shaggy Dog - 1 (1%)
Sightless Escape - 1 (1%)
Sleep Again - 1 (1%)
Something Living Here - 1 (1%)
Soul Shakedown Party - 1 (1%)
Space Oddity - 1 (1%)
Sparks - 1 (1%)
Spices - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Stray Dog - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Adeline - 1 (1%)
Sweet Virginia - 1 (1%)
Talk - 1 (1%)
Thanksgiving - 1 (1%)
The 9th Cube - 1 (1%)
The Birdwatcher - 1 (1%)
The Curtain With - 1 (1%)
The Dogs - 1 (1%)
The Final Hurrah - 1 (1%)
The Great Curve - 1 (1%)
The Inner Reaches of Outer - 1 (1%)
The Landlady - 1 (1%)
The Little Drummer Boy - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Overload - 1 (1%)
The Unwinding - 1 (1%)
The Way It Goes - 1 (1%)
Thunderhead - 1 (1%)
Tide Turns - 1 (1%)
Two Versions of Me - 1 (1%)
United We Stand - 1 (1%)
Water in the Sky - 1 (1%)
Way Down in the Hole - 1 (1%)
Will It Go Round in Circles - 1 (1%)
hey stranger - 1 (1%)
mercy - 1 (1%)

First Set Openers

The Moma Dance - 5
First Tube - 4
Buried Alive - 3
Carini - 2
Free - 2
Ghost - 2
Sample in a Jar - 2
Sand - 2
Simple - 2
46 Days - 1
A Song I Heard the Ocean Sing - 1
Also Sprach Zarathustra - 1
Alumni Blues - 1
Back on the Train - 1
Blaze On - 1
Buffalo Bill - 1
Can't Always Listen - 1
Cars Trucks Buses - 1
Chalk Dust Torture - 1
Fluffhead - 1
Julius - 1
Llama - 1
Martian Monster - 1
Maze - 1
Mike's Song - 1
My Friend, My Friend - 1
My Soul - 1
No Men In No Man's Land - 1
O Canada - 1
Olivia's Pool - 1
Poor Heart - 1
Possum - 1
Punch You in the Eye - 1
Run Like an Antelope - 1
Sanity - 1
Set Your Soul Free - 1
Sigma Oasis - 1
Slave to the Traffic Light - 1
Soul Planet - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
Stray Dog - 1
The Curtain With - 1
The Dogs - 1
The Landlady - 1
The Oh Kee Pa Ceremony - 1
Tube - 1
Tweezer - 1
Way Down in the Hole - 1
Wilson - 1
Wolfman's Brother - 1
Ya Mar - 1
Your Pet Cat - 1

First Set Closers

Run Like an Antelope - 6
Bathtub Gin - 5
David Bowie - 5
Cavern - 4
Character Zero - 4
Possum - 4
Walls of the Cave - 4
Blaze On - 3
Chalk Dust Torture - 2
More - 2
46 Days - 1
Axilla (Part II) - 1
Bug - 1
Carini - 1
Drift While You're Sleeping - 1
Easy To Slip - 1
Farmhouse - 1
Fluffhead - 1
Frankenstein - 1
Ghost - 1
Golgi Apparatus - 1
I Always Wanted It This Way - 1
I Am the Walrus - 1
Julius - 1
Life Saving Gun - 1
Meatstick - 1
My Soul - 1
Rock and Roll - 1
Runaway Jim - 1
Sigma Oasis - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
Taste - 1
The Squirming Coil - 1
The Star-Spangled Banner - 1
Twenty Years Later - 1
Undermind - 1
Walk Away - 1
Wolfman's Brother - 1

Second Set Openers

Down with Disease - 5
Set Your Soul Free - 4
Birds of a Feather - 3
Everything's Right - 3
No Men In No Man's Land - 3
Sand - 3
46 Days - 2
A Song I Heard the Ocean Sing - 2
Blaze On - 2
Carini - 2
Chalk Dust Torture - 2
Crosseyed and Painless - 2
Golden Age - 2
Mike's Song - 2
Punch You in the Eye - 2
Rock and Roll - 2
Run Like an Antelope - 2
AC/DC Bag - 1
Ass Handed - 1
Born Under Punches (The Heat Goes On) - 1
Dogs Stole Things - 1
Fuego - 1
Ghost - 1
Knuckle Bone Broth Avenue - 1
My Sweet One - 1
Piper - 1
Possum - 1
Rise/Come Together - 1
Roses Are Free - 1
Runaway Jim - 1
Say It To Me S.A.N.T.O.S. - 1
Seven Below - 1
Sightless Escape - 1
The Howling - 1
The Wedge - 1
Tweezer - 1
Twist - 1
Wilson - 1
Wolfman's Brother - 1

Second Set Closers

Slave to the Traffic Light - 10
Harry Hood - 5
Weekapaug Groove - 4
Character Zero - 3
Run Like an Antelope - 3
Suzy Greenberg - 3
You Enjoy Myself - 3
Cavern - 2
First Tube - 2
Loving Cup - 2
Piper - 2
Possum - 2
Prince Caspian - 2
Shine a Light - 2
Walls of the Cave - 2
46 Days - 1
Backwards Down the Number Line - 1
Bold As Love - 1
Chalk Dust Torture - 1
David Bowie - 1
Down with Disease - 1
Farmhouse - 1
Fuck Your Face - 1
I Am in Miami - 1
Light - 1
Rock and Roll - 1
Split Open and Melt - 1
Sweet Adeline - 1
The Little Drummer Boy - 1
The Overload - 1
Tube - 1
Twist - 1
Walk Away - 1

Third Set Openers

Brother - 1
Carini - 1
No Men In No Man's Land - 1

Third Set Closers

Backwards Down the Number Line - 1
Drift While You're Sleeping - 1
Suzy Greenberg - 1

Encores

Tweezer Reprise - 16
Character Zero - 8
Harry Hood - 5
Hold Your Head Up - 4
Silent in the Morning - 4
Sleeping Monkey - 4
The Horse - 4
First Tube - 3
Frankenstein - 3
Meatstick - 3
More - 3
Run Like an Antelope - 3
Say It To Me S.A.N.T.O.S. - 3
Waste - 3
A Day in the Life - 2
Backwards Down the Number Line - 2
Bold As Love - 2
Brian and Robert - 2
Bug - 2
Carini - 2
Cavern - 2
Good Times Bad Times - 2
Grind - 2
Julius - 2
Loving Cup - 2
Makisupa Policeman - 2
Possum - 2
Slave to the Traffic Light - 2
The Lizards - 2
The Mango Song - 2
Wilson - 2
You Enjoy Myself - 2
A Life Beyond The Dream - 1
After Midnight - 1
Also Sprach Zarathustra - 1
Bike - 1
Bill Bailey, Won't You Please Come Home? - 1
Bouncing Around the Room - 1
Divided Sky - 1
Don't Doubt Me - 1
Driver - 1
Evolve - 1
Farmhouse - 1
Fee - 1
Fluffhead - 1
Golgi Apparatus - 1
Guyute - 1
Harpua - 1
Icculus - 1
Keyboard Army - 1
Love You - 1
Martian Monster - 1
NO2 - 1
Oh! Sweet Nuthin' - 1
On the Road Again - 1
Once in a Lifetime - 1
Pebbles and Marbles - 1
Reba - 1
Rock 'n' Roll Suicide - 1
Runnin' with the Devil - 1
Sabotage - 1
Show of Life - 1
Space Oddity - 1
Split Open and Melt - 1
The Inlaw Josie Wales - 1
The Little Drummer Boy - 1
The Squirming Coil - 1
The Star-Spangled Banner - 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
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 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 40 song debuts
0.59 debuts per show.
The most frequently played song you have seen debuted is What's the Use? (63 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Beauty of My Dreams - 2
Contact - 2
Jesus Just Left Chicago - 2
The Inlaw Josie Wales - 2
The Star-Spangled Banner - 2
Acoustic Army - 1
Bill Bailey, Won't You Please Come Home? - 1
Born Under Punches (The Heat Goes On) - 1
Brother - 1
Colonel Forbin's Ascent - 1

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

Sand - 16
46 Days - 14
Fuego - 13
Blaze On - 12
Free - 12
Light - 12
Backwards Down the Number Line - 11
Kill Devil Falls - 11
No Men In No Man's Land - 11
Rift - 10

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:

Beauty of My Dreams - 2
Contact - 2
Jesus Just Left Chicago - 2
The Inlaw Josie Wales - 2
The Star-Spangled Banner - 2
Waves - 2
Acoustic Army - 1
Anything But Me - 1
Avenu Malkenu - 1
Bill Bailey, Won't You Please Come Home? - 1

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

Sand - 16
46 Days - 14
Fuego - 13
Blaze On - 12
Free - 12
Light - 12
Backwards Down the Number Line - 11
Kill Devil Falls - 11
No Men In No Man's Land - 11
Rift - 10

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