Shows by day of week

• Sunday- 12
• Monday- 3
• Tuesday- 8
• Wednesday- 9
• Thursday- 4
• Friday- 19
• Saturday- 17

Shows by month

• January -
• February -
• March - 1
• April - 19
• May -
• June -
• July - 16
• August - 3
• September - 18
• October - 10
• November - 1
• December - 4

Shows by year

• 1990- 4
• 1991- 2
• 1992- 3
• 1993- 1
• 1994- 1
• 1995- 0
• 1996- 0
• 1997- 2
• 1998- 0
• 1999- 0
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 0
• 2010- 0
• 2011- 0
• 2012- 0
• 2013- 0
• 2014- 1
• 2015- 4
• 2016- 6
• 2017- 3
• 2018- 8
• 2019- 3
• 2020- 0
• 2021- 10
• 2022- 4
• 2023- 6
• 2024- 0
• 2025- 8
• 2026- 6

Most Frequently Played Dates

• 9/4- 4
• 4/18- 3
• 9/1- 3
• 9/3- 3
• 9/5- 3
• 10/28- 2
• 4/17- 2
• 4/19- 2
• 4/22- 2
• 4/23- 2
• 7/18- 2
• 7/20- 2
• 7/24- 2
• 8/31- 2
• 9/2- 2
• 9/6- 2
• 10/15- 1
• 10/16- 1
• 10/17- 1
• 10/23- 1
• 10/24- 1

Shows by States

• CO - 29 (40%)
• CA - 22 (31%)
• NV - 6 (8%)
• WA - 5 (7%)
• NY - 4 (6%)
• AZ - 1 (1%)
• MA - 1 (1%)
• PA - 1 (1%)
• UT - 1 (1%)
• OR - 1 (1%)
• OH - 1 (1%)

Shows by Time Zone

• Pacific - 34 (47%)
• Mountain - 31 (43%)
• Eastern - 7 (10%)
• Central - 0 (0%)

Shows by Cities

• Commerce City, CO - 18 (25%)
• San Francisco, CA - 10 (14%)
• Boulder, CO - 5 (7%)
• Las Vegas, NV - 4 (6%)
• New York, NY - 4 (6%)
• George, WA - 3 (4%)
• Steamboat Springs, CO - 3 (4%)
• Hollywood, CA - 3 (4%)
• Mountain View, CA - 3 (4%)
• Berkeley, CA - 3 (4%)
• Seattle, WA - 2 (3%)
• Stateline, NV - 2 (3%)
• Portland, OR - 1 (1%)
• Vail, CO - 1 (1%)
• Avon, CO - 1 (1%)
• Chula Vista, CA - 1 (1%)
• Phoenix, AZ - 1 (1%)
• West Valley City, UT - 1 (1%)
• Pittsburgh, PA - 1 (1%)
• Sacramento, CA - 1 (1%)
• Amherst, MA - 1 (1%)
• Inglewood, CA - 1 (1%)
• Telluride, CO - 1 (1%)
• Cuyahoga Falls, OH - 1 (1%)

Shows by Venues

• Dick's Sporting Goods Park - 18 (25%)
• Bill Graham Civic Auditorium - 8 (11%)
• Madison Square Garden - 4 (6%)
• Shoreline Amphitheatre - 3 (4%)
• Hollywood Bowl - 3 (4%)
• The Inferno - 3 (4%)
• Folsom Field - 3 (4%)
• Sphere - 3 (4%)
• Gorge Amphitheatre - 3 (4%)
• Berkeley - 3 (4%)
• Chase Center - 2 (3%)
• Lake Tahoe Outdoor Arena at Harveys - 2 (3%)
• Key Arena - 2 (3%)
• Park Hyatt Beaver Creek - 1 (1%)
• University of Massachusetts - 1 (1%)
• Moda Center - 1 (1%)
• MGM Grand Garden Arena - 1 (1%)
• Coors Amphitheatre - 1 (1%)
• A. J. Palumbo Center - 1 (1%)
• Blossom Music Center - 1 (1%)
• Elk Ballroom - 1 (1%)
• The “E” Center - 1 (1%)
• Golden 1 Center - 1 (1%)
• Dobson Arena - 1 (1%)
• University of Colorado - 1 (1%)
• Cricket Pavilion - 1 (1%)
• Boulder Theater - 1 (1%)
• Great Western Forum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 13 (18%)
• After hiatus - 59 (82%)

303 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 19.1.
The average amount of times each song was played is 4.49.
There were 94 onetimers
1380 total songs have been played in the selected shows.

There were 1 one set shows
There were 69 two set shows
There were 2 three set shows
3 songs were in a four show rotation.
12 songs were in a five show rotation.

Total Times Played

Harry Hood - 20 (27%)
Possum - 19 (26%)
Run Like an Antelope - 19 (26%)
Tweezer - 17 (23%)
Chalk Dust Torture - 16 (22%)
Tube - 16 (22%)
Bathtub Gin - 15 (20%)
Ghost - 15 (20%)
Mike's Song - 15 (20%)
The Moma Dance - 15 (20%)
Weekapaug Groove - 15 (20%)
You Enjoy Myself - 15 (20%)
46 Days - 14 (19%)
Light - 14 (19%)
Slave to the Traffic Light - 14 (19%)
Twist - 14 (19%)
Wolfman's Brother - 14 (19%)
Carini - 13 (18%)
Cavern - 13 (18%)
Character Zero - 13 (18%)
David Bowie - 13 (18%)
Free - 13 (18%)
Tweezer Reprise - 13 (18%)
Blaze On - 12 (16%)
Down with Disease - 12 (16%)
Fuego - 12 (16%)
Sand - 12 (16%)
Simple - 12 (16%)
Split Open and Melt - 12 (16%)
Theme from the Bottom - 12 (16%)
Also Sprach Zarathustra - 11 (15%)
Bouncing Around the Room - 11 (15%)
Everything's Right - 11 (15%)
Maze - 11 (15%)
No Men In No Man's Land - 11 (15%)
Piper - 11 (15%)
Reba - 11 (15%)
Runaway Jim - 11 (15%)
Stash - 11 (15%)
Suzy Greenberg - 11 (15%)
Wilson - 11 (15%)
Divided Sky - 10 (13%)
First Tube - 10 (13%)
Fluffhead - 10 (13%)
I Am Hydrogen - 10 (13%)
Steam - 10 (13%)
Back on the Train - 9 (12%)
The Lizards - 9 (12%)
The Squirming Coil - 9 (12%)
Waste - 9 (12%)
What's the Use? - 9 (12%)
Backwards Down the Number Line - 8 (11%)
Birds of a Feather - 8 (11%)
Buried Alive - 8 (11%)
Foam - 8 (11%)
Halley's Comet - 8 (11%)
Mercury - 8 (11%)
Poor Heart - 8 (11%)
Rift - 8 (11%)
Roggae - 8 (11%)
Set Your Soul Free - 8 (11%)
Sigma Oasis - 8 (11%)
Sparkle - 8 (11%)
The Wedge - 8 (11%)
555 - 7 (9%)
Bug - 7 (9%)
Golgi Apparatus - 7 (9%)
Kill Devil Falls - 7 (9%)
My Friend, My Friend - 7 (9%)
Undermind - 7 (9%)
A Song I Heard the Ocean Sing - 6 (8%)
Fee - 6 (8%)
Gumbo - 6 (8%)
Lonely Trip - 6 (8%)
My Sweet One - 6 (8%)
Plasma - 6 (8%)
Say It To Me S.A.N.T.O.S. - 6 (8%)
Scents and Subtle Sounds - 6 (8%)
The Oh Kee Pa Ceremony - 6 (8%)
Wading in the Velvet Sea - 6 (8%)
A Life Beyond The Dream - 5 (6%)
A Wave of Hope - 5 (6%)
AC/DC Bag - 5 (6%)
Cities - 5 (6%)
Crosseyed and Painless - 5 (6%)
Farmhouse - 5 (6%)
Funky Bitch - 5 (6%)
Golden Age - 5 (6%)
Lawn Boy - 5 (6%)
Limb By Limb - 5 (6%)
Loving Cup - 5 (6%)
Martian Monster - 5 (6%)
More - 5 (6%)
Most Events Aren't Planned - 5 (6%)
NICU - 5 (6%)
Party Time - 5 (6%)
Rocky Top - 5 (6%)
Seven Below - 5 (6%)
Silent in the Morning - 5 (6%)
The Horse - 5 (6%)
Uncle Pen - 5 (6%)
Walls of the Cave - 5 (6%)
Wingsuit - 5 (6%)
Ya Mar - 5 (6%)
Drift While You're Sleeping - 4 (5%)
Evolve - 4 (5%)
Gotta Jibboo - 4 (5%)
Guyute - 4 (5%)
Hold Your Head Up - 4 (5%)
I Didn't Know - 4 (5%)
Joy - 4 (5%)
Julius - 4 (5%)
Miss You - 4 (5%)
Ocelot - 4 (5%)
Prince Caspian - 4 (5%)
Rise/Come Together - 4 (5%)
Rock and Roll - 4 (5%)
Ruby Waves - 4 (5%)
Shade - 4 (5%)
Sleeping Monkey - 4 (5%)
Taste - 4 (5%)
Tela - 4 (5%)
The Final Hurrah - 4 (5%)
The Landlady - 4 (5%)
Waiting All Night - 4 (5%)
Winterqueen - 4 (5%)
Alumni Blues - 3 (4%)
Axilla (Part II) - 3 (4%)
Beauty of My Dreams - 3 (4%)
Beneath a Sea of Stars Part 1 - 3 (4%)
Bold As Love - 3 (4%)
Boogie On Reggae Woman - 3 (4%)
Breath and Burning - 3 (4%)
Colonel Forbin's Ascent - 3 (4%)
Crazy Sometimes - 3 (4%)
Esther - 3 (4%)
Fly Famous Mockingbird - 3 (4%)
Good Times Bad Times - 3 (4%)
Guelah Papyrus - 3 (4%)
Halfway to the Moon - 3 (4%)
Harpua - 3 (4%)
Horn - 3 (4%)
I Always Wanted It This Way - 3 (4%)
I Never Needed You Like This Before - 3 (4%)
If I Could - 3 (4%)
It's Ice - 3 (4%)
Leaves - 3 (4%)
Letter to Jimmy Page - 3 (4%)
McGrupp and the Watchful Hosemasters - 3 (4%)
Meatstick - 3 (4%)
Mountains in the Mist - 3 (4%)
Mull - 3 (4%)
My Soul - 3 (4%)
No Quarter - 3 (4%)
Oblivion - 3 (4%)
Pebbles and Marbles - 3 (4%)
Sample in a Jar - 3 (4%)
Sneakin' Sally Thru the Alley - 3 (4%)
Stealing Time From the Faulty Plan - 3 (4%)
The Curtain - 3 (4%)
The Curtain With - 3 (4%)
The Line - 3 (4%)
Timber (Jerry the Mule) - 3 (4%)
Turtle in the Clouds - 3 (4%)
Twenty Years Later - 3 (4%)
Walk Away - 3 (4%)
What's Going Through Your Mind - 3 (4%)
When the Circus Comes - 3 (4%)
Wombat - 3 (4%)
Yarmouth Road - 3 (4%)
A Day in the Life - 2 (2%)
All of These Dreams - 2 (2%)
Ass Handed - 2 (2%)
Billy Breathes - 2 (2%)
Brian and Robert - 2 (2%)
Brother - 2 (2%)
Buffalo Bill - 2 (2%)
Carolina - 2 (2%)
Contact - 2 (2%)
Cool It Down - 2 (2%)
Destiny Unbound - 2 (2%)
Dinner and a Movie - 2 (2%)
Dirt - 2 (2%)
Fast Enough for You - 2 (2%)
Fire - 2 (2%)
Glide - 2 (2%)
Hey Stranger - 2 (2%)
Highway to Hell - 2 (2%)
Llama - 2 (2%)
Meat - 2 (2%)
Mound - 2 (2%)
Mr. Completely - 2 (2%)
Nellie Kane - 2 (2%)
Olivia's Pool - 2 (2%)
Passing Through - 2 (2%)
Pillow Jets - 2 (2%)
Punch You in the Eye - 2 (2%)
Roses Are Free - 2 (2%)
Sanity - 2 (2%)
Saw It Again - 2 (2%)
Scent of a Mule - 2 (2%)
Soul Planet - 2 (2%)
Space Oddity - 2 (2%)
Stray Dog - 2 (2%)
Sugar Shack - 2 (2%)
The Howling - 2 (2%)
The Sloth - 2 (2%)
We Are Come to Outlive Our Brains - 2 (2%)
Your Pet Cat - 2 (2%)
About to Run - 1 (1%)
Access Me - 1 (1%)
After Midnight - 1 (1%)
Alaska - 1 (1%)
All Things Reconsidered - 1 (1%)
Amazing Grace - 1 (1%)
And So To Bed - 1 (1%)
Army of One - 1 (1%)
Auld Lang Syne - 1 (1%)
Avenu Malkenu - 1 (1%)
Axilla - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Big Ball Jam - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Bike - 1 (1%)
Bliss - 1 (1%)
Bohemian Rhapsody - 1 (1%)
Brief Time - 1 (1%)
Bye Bye Foot - 1 (1%)
Can't Always Listen - 1 (1%)
Caravan - 1 (1%)
Cars Trucks Buses - 1 (1%)
Catapult - 1 (1%)
Cold as Ice - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Corinna - 1 (1%)
Cracklin' Rosie - 1 (1%)
Crowd Control - 1 (1%)
Cry Baby Cry - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Demand - 1 (1%)
Dog Faced Boy - 1 (1%)
Don't Doubt Me - 1 (1%)
Driver - 1 (1%)
Everything is Hollow - 1 (1%)
Frankenstein - 1 (1%)
Frankie Says - 1 (1%)
Fuck Your Face - 1 (1%)
Grind - 1 (1%)
Heavy Things - 1 (1%)
I Am the Walrus - 1 (1%)
Infinite - 1 (1%)
Jam - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Jungle Boogie - 1 (1%)
Keeping It Real - 1 (1%)
Keyboard Army - 1 (1%)
L.A. Woman - 1 (1%)
La Grange - 1 (1%)
Lengthwise - 1 (1%)
Life Saving Gun - 1 (1%)
Lifeboy - 1 (1%)
Magilla - 1 (1%)
Makisupa Policeman - 1 (1%)
Manteca - 1 (1%)
Melt the Guns - 1 (1%)
Mo' Better Blues - 1 (1%)
Monsters - 1 (1%)
Moonage Daydream - 1 (1%)
NO2 - 1 (1%)
Once in a Lifetime - 1 (1%)
Paul and Silas - 1 (1%)
Pigtail - 1 (1%)
Play by Play - 1 (1%)
Ride Captain Ride - 1 (1%)
Show of Life - 1 (1%)
Sightless Escape - 1 (1%)
Sing Monica - 1 (1%)
Steep - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Sweet Adeline - 1 (1%)
Swept Away - 1 (1%)
Take the 'A' Train - 1 (1%)
Terrapin - 1 (1%)
The Asse Festival - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birds - 1 (1%)
The Birdwatcher - 1 (1%)
The Dogs - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Mango Song - 1 (1%)
The Very Long Fuse - 1 (1%)
The Well - 1 (1%)
Theme from New York, New York - 1 (1%)
Thread - 1 (1%)
Train Song - 1 (1%)
United We Stand - 1 (1%)
Vultures - 1 (1%)
Waking Up Dead - 1 (1%)
Water in the Sky - 1 (1%)
Waves - 1 (1%)
Weigh - 1 (1%)
Whipping Post - 1 (1%)

First Set Openers

Buried Alive - 7
The Moma Dance - 4
46 Days - 3
Free - 3
Ghost - 3
Runaway Jim - 3
Fluffhead - 2
No Men In No Man's Land - 2
Possum - 2
Simple - 2
The Curtain With - 2
The Landlady - 2
A Wave of Hope - 1
AC/DC Bag - 1
Alumni Blues - 1
Bathtub Gin - 1
Birds of a Feather - 1
Blaze On - 1
Buffalo Bill - 1
Bug - 1
Can't Always Listen - 1
Chalk Dust Torture - 1
Crowd Control - 1
Demand - 1
Down with Disease - 1
Evolve - 1
Funky Bitch - 1
Glide - 1
Golgi Apparatus - 1
I Never Needed You Like This Before - 1
Martian Monster - 1
Mike's Song - 1
My Sweet One - 1
Olivia's Pool - 1
Party Time - 1
Roggae - 1
Sand - 1
Set Your Soul Free - 1
Slave to the Traffic Light - 1
Split Open and Melt - 1
Stray Dog - 1
Suzy Greenberg - 1
The Curtain - 1
The Final Hurrah - 1
The Line - 1
Theme from the Bottom - 1
Tube - 1
Tweezer - 1
Wolfman's Brother - 1

First Set Closers

Run Like an Antelope - 7
David Bowie - 6
Bathtub Gin - 5
Character Zero - 5
Split Open and Melt - 4
46 Days - 3
Possum - 3
Walls of the Cave - 3
Blaze On - 2
Fluffhead - 2
Good Times Bad Times - 2
More - 2
Most Events Aren't Planned - 2
The Squirming Coil - 2
Weekapaug Groove - 2
Wolfman's Brother - 2
A Day in the Life - 1
A Wave of Hope - 1
About to Run - 1
Carini - 1
Cavern - 1
Drift While You're Sleeping - 1
Fire - 1
First Tube - 1
Frankenstein - 1
Golgi Apparatus - 1
I Never Needed You Like This Before - 1
Loving Cup - 1
Moonage Daydream - 1
Rise/Come Together - 1
Rock and Roll - 1
Sand - 1
Say It To Me S.A.N.T.O.S. - 1
Space Oddity - 1
Suzy Greenberg - 1
Theme from the Bottom - 1

Second Set Openers

No Men In No Man's Land - 6
Everything's Right - 4
Chalk Dust Torture - 3
David Bowie - 3
Down with Disease - 3
Mike's Song - 3
Blaze On - 2
Carini - 2
Crosseyed and Painless - 2
Run Like an Antelope - 2
Sample in a Jar - 2
Set Your Soul Free - 2
Wilson - 2
Wolfman's Brother - 2
46 Days - 1
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
AC/DC Bag - 1
Bathtub Gin - 1
Cars Trucks Buses - 1
Divided Sky - 1
Don't Doubt Me - 1
Evolve - 1
Free - 1
Fuego - 1
Golden Age - 1
I Didn't Know - 1
Kill Devil Falls - 1
Mr. Completely - 1
My Friend, My Friend - 1
My Soul - 1
Oblivion - 1
Olivia's Pool - 1
Rise/Come Together - 1
Say It To Me S.A.N.T.O.S. - 1
Scents and Subtle Sounds - 1
Sightless Escape - 1
Simple - 1
Soul Planet - 1
The Curtain - 1
The Lizards - 1
The Moma Dance - 1
The Squirming Coil - 1
Tube - 1
Turtle in the Clouds - 1
Tweezer - 1
What's Going Through Your Mind - 1

Second Set Closers

Harry Hood - 9
Slave to the Traffic Light - 7
Possum - 5
Backwards Down the Number Line - 4
Cavern - 4
First Tube - 3
Rock and Roll - 3
Suzy Greenberg - 3
You Enjoy Myself - 3
Chalk Dust Torture - 2
Character Zero - 2
Ghost - 2
Golgi Apparatus - 2
Highway to Hell - 2
Run Like an Antelope - 2
Weekapaug Groove - 2
Also Sprach Zarathustra - 1
David Bowie - 1
Down with Disease - 1
Everything's Right - 1
Fluffhead - 1
I Always Wanted It This Way - 1
Julius - 1
Loving Cup - 1
Most Events Aren't Planned - 1
Passing Through - 1
Scents and Subtle Sounds - 1
Split Open and Melt - 1
The Moma Dance - 1
The Squirming Coil - 1
Tweezer Reprise - 1
Walls of the Cave - 1

Third Set Openers

Ghost - 1
Set Your Soul Free - 1

Third Set Closers

First Tube - 1
Run Like an Antelope - 1

Encores

Tweezer Reprise - 12
Character Zero - 6
First Tube - 5
Bug - 4
Harry Hood - 4
Rocky Top - 4
Sleeping Monkey - 4
Waste - 4
Wilson - 4
Carini - 3
Hold Your Head Up - 3
Loving Cup - 3
Possum - 3
Run Like an Antelope - 3
Wading in the Velvet Sea - 3
A Life Beyond The Dream - 2
Bold As Love - 2
Carolina - 2
Golgi Apparatus - 2
Sand - 2
Say It To Me S.A.N.T.O.S. - 2
Silent in the Morning - 2
Slave to the Traffic Light - 2
The Horse - 2
The Lizards - 2
The Squirming Coil - 2
When the Circus Comes - 2
46 Days - 1
A Day in the Life - 1
After Midnight - 1
Bathtub Gin - 1
Bike - 1
Brian and Robert - 1
Brief Time - 1
Buffalo Bill - 1
Cavern - 1
Chalk Dust Torture - 1
Contact - 1
Drift While You're Sleeping - 1
Esther - 1
Fee - 1
Fire - 1
Fluffhead - 1
Good Times Bad Times - 1
Grind - 1
Guyute - 1
Harpua - 1
Horn - 1
I Am the Walrus - 1
Jam - 1
Julius - 1
Keyboard Army - 1
Lawn Boy - 1
Lonely Trip - 1
Miss You - 1
More - 1
My Friend, My Friend - 1
NO2 - 1
Once in a Lifetime - 1
Poor Heart - 1
Show of Life - 1
Space Oddity - 1
Stash - 1
Suzy Greenberg - 1
Sweet Adeline - 1
The Asse Festival - 1
Tube - 1
United We Stand - 1
Walls of the Cave - 1
Wolfman's Brother - 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 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

Songs played in consecutive shows

Longest Existing Gaps

Debut Count

You saw 19 song debuts
0.26 debuts per show.
The most frequently played song you have seen debuted is Say It To Me S.A.N.T.O.S. (58 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Uncle Pen - 5
I Didn't Know - 4
The Curtain - 3
Carolina - 2
Dinner and a Movie - 2
Fast Enough for You - 2
Fire - 2
Highway to Hell - 2
Mound - 2
The Sloth - 2

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

The Moma Dance - 15
46 Days - 14
Light - 14
Carini - 13
Character Zero - 13
Free - 13
Blaze On - 12
Down with Disease - 12
Fuego - 12
Sand - 12

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:

Uncle Pen - 5
I Didn't Know - 4
The Curtain - 3
Carolina - 2
Dinner and a Movie - 2
Fast Enough for You - 2
Fire - 2
Highway to Hell - 2
Mound - 2
The Sloth - 2

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

The Moma Dance - 15
46 Days - 14
Light - 14
Carini - 13
Character Zero - 13
Free - 13
Blaze On - 12
Down with Disease - 12
Fuego - 12
Sand - 12

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