Shows by day of week

• Sunday- 13
• Monday- 5
• Tuesday- 6
• Wednesday- 4
• Thursday- 4
• Friday- 18
• Saturday- 16

Shows by month

• January -
• February -
• March - 1
• April -
• May -
• June - 5
• July - 25
• August - 12
• September - 3
• October - 6
• November - 2
• December - 12

Shows by year

• 1996- 1
• 1997- 2
• 1998- 1
• 1999- 13
• 2000- 12
• 2001- 0
• 2002- 0
• 2003- 6
• 2004- 1
• 2009- 0
• 2010- 1
• 2011- 1
• 2012- 2
• 2013- 5
• 2014- 1
• 2015- 4
• 2016- 4
• 2017- 0
• 2018- 4
• 2019- 3
• 2020- 0
• 2021- 2
• 2022- 0
• 2023- 0
• 2024- 0
• 2025- 0
• 2026- 3

Most Frequently Played Dates

• 12/29- 2
• 12/30- 2
• 12/31- 2
• 7/10- 2
• 7/12- 2
• 7/13- 2
• 7/14- 2
• 7/15- 2
• 7/25- 2
• 7/3- 2
• 7/4- 2
• 7/7- 2
• 7/8- 2
• 8/10- 2
• 8/26- 2
• 10/18- 1
• 10/19- 1
• 10/20- 1
• 10/21- 1
• 10/22- 1
• 10/26- 1

Shows by States

• NC - 16 (24%)
• VA - 8 (12%)
• GA - 7 (11%)
• NY - 6 (9%)
• NJ - 5 (8%)
• FL - 4 (6%)
• CO - 3 (5%)
• PA - 3 (5%)
• IN - 3 (5%)
• MD - 3 (5%)
• SC - 2 (3%)
• MA - 2 (3%)
• OH - 2 (3%)
• WI - 1 (2%)
• VT - 1 (2%)

Shows by Time Zone

• Eastern - 62 (94%)
• Mountain - 3 (5%)
• Central - 1 (2%)
• Pacific - 0 (0%)

Shows by Cities

• Charlotte, NC - 8 (12%)
• Raleigh, NC - 5 (8%)
• Hampton, VA - 5 (8%)
• Atlanta, GA - 5 (8%)
• Miami, FL - 4 (6%)
• Watkins Glen, NY - 3 (5%)
• Columbia, MD - 3 (5%)
• New York, NY - 3 (5%)
• Camden, NJ - 3 (5%)
• Commerce City, CO - 3 (5%)
• Noblesville, IN - 3 (5%)
• Hershey, PA - 2 (3%)
• North Charleston, SC - 2 (3%)
• Arrington, VA - 2 (3%)
• Alpharetta, GA - 2 (3%)
• Columbus, OH - 2 (3%)
• Winston-Salem, NC - 2 (3%)
• Mansfield, MA - 2 (3%)
• Holmdel, NJ - 2 (3%)
• Coventry, VT - 1 (2%)
• Burgettstown, PA - 1 (2%)
• Greensboro, NC - 1 (2%)
• Virginia Beach, VA - 1 (2%)
• East Troy, WI - 1 (2%)

Shows by Venues

• Verizon Wireless Amphitheatre - Charlotte - 7 (11%)
• HiFi Buys Amphitheatre - 5 (8%)
• Hampton Coliseum - 5 (8%)
• American Airlines Arena - 4 (6%)
• ALLTEL Pavilion - 4 (6%)
• Merriweather Post Pavilion - 3 (5%)
• Watkins Glen International - 3 (5%)
• Ruoff Music Center - 3 (5%)
• Madison Square Garden - 3 (5%)
• Tweeter Center at the Waterfront - 3 (5%)
• Dick's Sporting Goods Park - 3 (5%)
• Hersheypark Stadium - 2 (3%)
• Great Woods Center for the Performing Arts - 2 (3%)
• North Charleston Coliseum - 2 (3%)
• Polaris Amphitheater - 2 (3%)
• Oak Ridge Farm - 2 (3%)
• Lawrence Joel Veterans Memorial Coliseum - 2 (3%)
• Verizon Wireless Amphitheatre at Encore Park - 2 (3%)
• Garden State Arts Center - 2 (3%)
• Newport State Airport - 1 (2%)
• GTE Virginia Beach Amphitheater - 1 (2%)
• Charlotte Coliseum - 1 (2%)
• Greensboro Coliseum - 1 (2%)
• Reynolds Coliseum - 1 (2%)
• Post-Gazette Pavilion at Star Lake - 1 (2%)
• Alpine Valley Music Theatre - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 29 (44%)
• After hiatus - 37 (56%)

295 different songs have been played (29% of songs Phish have played).
The average number of songs per show is 19.9.
The average amount of times each song was played is 4.32.
There were 100 onetimers
1315 total songs have been played in the selected shows.

There were 62 two set shows
There were 3 three set shows
There were 1 four set shows
1 songs were in a three show rotation.
8 songs were in a four show rotation.
14 songs were in a five show rotation.

Total Times Played

Chalk Dust Torture - 24 (36%)
Character Zero - 18 (27%)
Down with Disease - 18 (27%)
Mike's Song - 18 (27%)
Run Like an Antelope - 18 (27%)
Weekapaug Groove - 18 (27%)
Twist - 17 (25%)
Wolfman's Brother - 17 (25%)
Back on the Train - 15 (22%)
The Moma Dance - 15 (22%)
Tube - 15 (22%)
First Tube - 14 (21%)
Harry Hood - 14 (21%)
You Enjoy Myself - 14 (21%)
Ghost - 13 (19%)
Possum - 13 (19%)
Runaway Jim - 13 (19%)
Sample in a Jar - 13 (19%)
Simple - 13 (19%)
Wilson - 13 (19%)
Bathtub Gin - 12 (18%)
Bouncing Around the Room - 12 (18%)
Free - 12 (18%)
Funky Bitch - 12 (18%)
Tweezer - 12 (18%)
Tweezer Reprise - 12 (18%)
Also Sprach Zarathustra - 11 (16%)
Limb By Limb - 11 (16%)
Loving Cup - 11 (16%)
NICU - 11 (16%)
Piper - 11 (16%)
Split Open and Melt - 11 (16%)
Stash - 11 (16%)
Birds of a Feather - 10 (15%)
Carini - 10 (15%)
Farmhouse - 10 (15%)
Maze - 10 (15%)
Rock and Roll - 10 (15%)
Sand - 10 (15%)
Wading in the Velvet Sea - 10 (15%)
David Bowie - 9 (13%)
Gotta Jibboo - 9 (13%)
Heavy Things - 9 (13%)
Reba - 9 (13%)
Theme from the Bottom - 9 (13%)
Waste - 9 (13%)
What's the Use? - 9 (13%)
When the Circus Comes - 9 (13%)
Ya Mar - 9 (13%)
Backwards Down the Number Line - 8 (12%)
Boogie On Reggae Woman - 8 (12%)
Cavern - 8 (12%)
Guyute - 8 (12%)
Meatstick - 8 (12%)
My Soul - 8 (12%)
Punch You in the Eye - 8 (12%)
Slave to the Traffic Light - 8 (12%)
Sparkle - 8 (12%)
Taste - 8 (12%)
46 Days - 7 (10%)
AC/DC Bag - 7 (10%)
Axilla - 7 (10%)
Bug - 7 (10%)
Julius - 7 (10%)
Lawn Boy - 7 (10%)
Light - 7 (10%)
Prince Caspian - 7 (10%)
Divided Sky - 6 (9%)
Fuego - 6 (9%)
Golgi Apparatus - 6 (9%)
I Am Hydrogen - 6 (9%)
It's Ice - 6 (9%)
Makisupa Policeman - 6 (9%)
Rift - 6 (9%)
Roggae - 6 (9%)
Suzy Greenberg - 6 (9%)
The Lizards - 6 (9%)
The Wedge - 6 (9%)
Water in the Sky - 6 (9%)
Blaze On - 5 (7%)
Dirt - 5 (7%)
Fluffhead - 5 (7%)
Frankenstein - 5 (7%)
Golden Age - 5 (7%)
Hold Your Head Up - 5 (7%)
Llama - 5 (7%)
Roses Are Free - 5 (7%)
Scent of a Mule - 5 (7%)
Silent in the Morning - 5 (7%)
The Squirming Coil - 5 (7%)
555 - 4 (6%)
A Day in the Life - 4 (6%)
A Song I Heard the Ocean Sing - 4 (6%)
Billy Breathes - 4 (6%)
Cars Trucks Buses - 4 (6%)
Cities - 4 (6%)
Crosseyed and Painless - 4 (6%)
Drowned - 4 (6%)
Fast Enough for You - 4 (6%)
Foam - 4 (6%)
Frankie Says - 4 (6%)
Gumbo - 4 (6%)
Halley's Comet - 4 (6%)
Horn - 4 (6%)
I Didn't Know - 4 (6%)
Jam - 4 (6%)
Meat - 4 (6%)
More - 4 (6%)
Mountains in the Mist - 4 (6%)
My Sweet One - 4 (6%)
No Men In No Man's Land - 4 (6%)
No Quarter - 4 (6%)
Ocelot - 4 (6%)
Saw It Again - 4 (6%)
Stealing Time From the Faulty Plan - 4 (6%)
The Curtain - 4 (6%)
The Horse - 4 (6%)
Twenty Years Later - 4 (6%)
Vultures - 4 (6%)
Waiting All Night - 4 (6%)
Alumni Blues - 3 (4%)
Bold As Love - 3 (4%)
Brian and Robert - 3 (4%)
Buffalo Bill - 3 (4%)
Buried Alive - 3 (4%)
Contact - 3 (4%)
Driver - 3 (4%)
Ginseng Sullivan - 3 (4%)
Good Times Bad Times - 3 (4%)
Guelah Papyrus - 3 (4%)
Halfway to the Moon - 3 (4%)
Kill Devil Falls - 3 (4%)
Letter to Jimmy Page - 3 (4%)
Mercury - 3 (4%)
Mound - 3 (4%)
My Friend, My Friend - 3 (4%)
My Mind's Got a Mind of its Own - 3 (4%)
Nellie Kane - 3 (4%)
Poor Heart - 3 (4%)
Say It To Me S.A.N.T.O.S. - 3 (4%)
Seven Below - 3 (4%)
Sleeping Monkey - 3 (4%)
Steam - 3 (4%)
Strange Design - 3 (4%)
The Inlaw Josie Wales - 3 (4%)
The Star-Spangled Banner - 3 (4%)
Train Song - 3 (4%)
Walls of the Cave - 3 (4%)
While My Guitar Gently Weeps - 3 (4%)
Wingsuit - 3 (4%)
Alaska - 2 (3%)
Anything But Me - 2 (3%)
Army of One - 2 (3%)
Ass Handed - 2 (3%)
Auld Lang Syne - 2 (3%)
Avenu Malkenu - 2 (3%)
Back at the Chicken Shack - 2 (3%)
Beauty of My Dreams - 2 (3%)
Bittersweet Motel - 2 (3%)
Camel Walk - 2 (3%)
Chalk Dust Torture Reprise - 2 (3%)
Cool Amber and Mercury - 2 (3%)
Death Don't Hurt Very Long - 2 (3%)
Everything's Right - 2 (3%)
Fee - 2 (3%)
Fire - 2 (3%)
Fuck Your Face - 2 (3%)
Glide - 2 (3%)
Jesus Just Left Chicago - 2 (3%)
Joy - 2 (3%)
Kung - 2 (3%)
Lonely Trip - 2 (3%)
Martian Monster - 2 (3%)
McGrupp and the Watchful Hosemasters - 2 (3%)
Passing Through - 2 (3%)
Plasma - 2 (3%)
Scents and Subtle Sounds - 2 (3%)
Shafty - 2 (3%)
Sigma Oasis - 2 (3%)
Sneakin' Sally Thru the Alley - 2 (3%)
Soul Planet - 2 (3%)
Sugar Shack - 2 (3%)
Terrapin - 2 (3%)
The Curtain With - 2 (3%)
The Dogs - 2 (3%)
The Line - 2 (3%)
The Man Who Stepped Into Yesterday - 2 (3%)
The Mango Song - 2 (3%)
The Old Home Place - 2 (3%)
The Sloth - 2 (3%)
Timber (Jerry the Mule) - 2 (3%)
Uncle Pen - 2 (3%)
Winterqueen - 2 (3%)
Wombat - 2 (3%)
Yarmouth Road - 2 (3%)
A Life Beyond The Dream - 1 (1%)
A Wave of Hope - 1 (1%)
After Midnight - 1 (1%)
Architect - 1 (1%)
Axilla (Part II) - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Been Caught Stealing - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Bike - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Black-Eyed Katy - 1 (1%)
Bliss - 1 (1%)
Born to Run - 1 (1%)
Breath and Burning - 1 (1%)
Bye Bye Foot - 1 (1%)
Carolina - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool Jerk - 1 (1%)
Corinna - 1 (1%)
Crazy Sometimes - 1 (1%)
Destiny Unbound - 1 (1%)
Devotion to a Dream - 1 (1%)
Dog Faced Boy - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Drive-In Jam - 1 (1%)
Energy - 1 (1%)
Everything is Hollow - 1 (1%)
Feel the Heat - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Foreplay/Long Time - 1 (1%)
Friday - 1 (1%)
Frost - 1 (1%)
Glide II - 1 (1%)
Grind - 1 (1%)
Happy Birthday to You - 1 (1%)
Have Mercy - 1 (1%)
Hello My Baby - 1 (1%)
How Many People Are You - 1 (1%)
I Always Wanted It This Way - 1 (1%)
Icculus - 1 (1%)
Iron Man - 1 (1%)
Izabella - 1 (1%)
Jennifer Dances - 1 (1%)
Jungle Boogie - 1 (1%)
L.A. Woman - 1 (1%)
Let's Go - 1 (1%)
Life Saving Gun - 1 (1%)
Lifeboy - 1 (1%)
Love You - 1 (1%)
Low Rider - 1 (1%)
Magilla - 1 (1%)
Melt the Guns - 1 (1%)
Mexican Cousin - 1 (1%)
Mind Left Body Jam - 1 (1%)
Moby Dick - 1 (1%)
Mock Song - 1 (1%)
Moonage Daydream - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mr. Completely - 1 (1%)
My Left Toe - 1 (1%)
NO2 - 1 (1%)
Oblivion - 1 (1%)
P-Funk Medley - 1 (1%)
Party Time - 1 (1%)
Paul and Silas - 1 (1%)
Pebbles and Marbles - 1 (1%)
Petrichor - 1 (1%)
Play by Play - 1 (1%)
Proud Mary - 1 (1%)
Quinn the Eskimo (The Mighty Quinn) - 1 (1%)
Rise/Come Together - 1 (1%)
Rocky Top - 1 (1%)
Ruby Waves - 1 (1%)
Scabbard - 1 (1%)
Shine a Light - 1 (1%)
Show of Life - 1 (1%)
Sleep - 1 (1%)
Something - 1 (1%)
Space Oddity - 1 (1%)
Stray Dog - 1 (1%)
Takin' Care of Business - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Connection - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Little Drummer Boy - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Tuesday's Gone - 1 (1%)
Turtle in the Clouds - 1 (1%)
Two Versions of Me - 1 (1%)
Undermind - 1 (1%)
Walk Away - 1 (1%)
Waves - 1 (1%)
Weigh - 1 (1%)
What's Going Through Your Mind - 1 (1%)
You Sexy Thing - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

Wilson - 5
Mike's Song - 4
Chalk Dust Torture - 3
Julius - 3
Punch You in the Eye - 3
Sample in a Jar - 3
AC/DC Bag - 2
Buried Alive - 2
Cars Trucks Buses - 2
First Tube - 2
My Soul - 2
NICU - 2
Piper - 2
The Moma Dance - 2
Ya Mar - 2
A Song I Heard the Ocean Sing - 1
Alumni Blues - 1
Back on the Train - 1
Bathtub Gin - 1
Cities - 1
David Bowie - 1
Divided Sky - 1
Down with Disease - 1
Fluffhead - 1
Foreplay/Long Time - 1
Funky Bitch - 1
Ghost - 1
Harry Hood - 1
Have Mercy - 1
Kill Devil Falls - 1
Limb By Limb - 1
Llama - 1
My Friend, My Friend - 1
No Men In No Man's Land - 1
Possum - 1
Runaway Jim - 1
Sigma Oasis - 1
Simple - 1
Stealing Time From the Faulty Plan - 1
The Star-Spangled Banner - 1
Wolfman's Brother - 1
You Sexy Thing - 1

First Set Closers

Character Zero - 7
Run Like an Antelope - 6
Cavern - 5
Golgi Apparatus - 4
David Bowie - 3
More - 3
Split Open and Melt - 3
Julius - 2
Sample in a Jar - 2
Taste - 2
Walls of the Cave - 2
Wolfman's Brother - 2
You Enjoy Myself - 2
Also Sprach Zarathustra - 1
Bathtub Gin - 1
Bold As Love - 1
Chalk Dust Torture - 1
Farmhouse - 1
First Tube - 1
Funky Bitch - 1
Loving Cup - 1
Maze - 1
Meatstick - 1
Moonage Daydream - 1
Most Events Aren't Planned - 1
Possum - 1
Runaway Jim - 1
Say It To Me S.A.N.T.O.S. - 1
Space Oddity - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
The Squirming Coil - 1
Tube - 1
Tweezer Reprise - 1
Twist - 1
Weekapaug Groove - 1

Second Set Openers

Down with Disease - 7
Also Sprach Zarathustra - 5
Birds of a Feather - 4
Gotta Jibboo - 4
Ghost - 3
Rock and Roll - 3
Twist - 3
Carini - 2
Drowned - 2
Meatstick - 2
Punch You in the Eye - 2
Runaway Jim - 2
Wolfman's Brother - 2
46 Days - 1
555 - 1
After Midnight - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Chalk Dust Torture - 1
Cool Amber and Mercury - 1
Crosseyed and Painless - 1
Golden Age - 1
Heavy Things - 1
Kill Devil Falls - 1
Martian Monster - 1
Mike's Song - 1
My Friend, My Friend - 1
No Men In No Man's Land - 1
Paul and Silas - 1
Run Like an Antelope - 1
Sand - 1
Stash - 1
The Connection - 1
The Wedge - 1
Theme from the Bottom - 1
Tube - 1
Tweezer - 1
What's Going Through Your Mind - 1

Second Set Closers

You Enjoy Myself - 7
Character Zero - 6
Weekapaug Groove - 6
Slave to the Traffic Light - 5
Chalk Dust Torture - 4
Harry Hood - 3
Possum - 3
Run Like an Antelope - 3
First Tube - 2
Prince Caspian - 2
46 Days - 1
Been Caught Stealing - 1
Bittersweet Motel - 1
Bold As Love - 1
Carolina - 1
David Bowie - 1
Down with Disease - 1
Everything's Right - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Guyute - 1
Hello My Baby - 1
Loving Cup - 1
Martian Monster - 1
Meatstick - 1
Rise/Come Together - 1
Runaway Jim - 1
Simple - 1
Split Open and Melt - 1
Suzy Greenberg - 1
The Little Drummer Boy - 1
The Squirming Coil - 1
Tweezer Reprise - 1

Third Set Openers

Fast Enough for You - 1
Jungle Boogie - 1
Meatstick - 1
Mercury - 1

Third Set Closers

Run Like an Antelope - 1
Slave to the Traffic Light - 1
Suzy Greenberg - 1
Walls of the Cave - 1

Fourth Set Openers

Drive-In Jam - 1

Fourth Set Closers

Drive-In Jam - 1

Encores

Tweezer Reprise - 10
Loving Cup - 8
First Tube - 5
A Day in the Life - 4
Frankenstein - 4
Harry Hood - 4
Waste - 4
Character Zero - 3
When the Circus Comes - 3
You Enjoy Myself - 3
Brian and Robert - 2
Carini - 2
Chalk Dust Torture Reprise - 2
Driver - 2
Farmhouse - 2
Fire - 2
Funky Bitch - 2
Good Times Bad Times - 2
Guyute - 2
Possum - 2
Rock and Roll - 2
Sleeping Monkey - 2
Suzy Greenberg - 2
The Inlaw Josie Wales - 2
The Squirming Coil - 2
The Star-Spangled Banner - 2
Wading in the Velvet Sea - 2
While My Guitar Gently Weeps - 2
Wilson - 2
Beneath a Sea of Stars Part 1 - 1
Big Black Furry Creature from Mars - 1
Bill Bailey, Won't You Please Come Home? - 1
Bittersweet Motel - 1
Bold As Love - 1
Boogie On Reggae Woman - 1
Born to Run - 1
Bug - 1
Cavern - 1
Contact - 1
Grind - 1
Hold Your Head Up - 1
Izabella - 1
Julius - 1
Lawn Boy - 1
Makisupa Policeman - 1
Meatstick - 1
Moby Dick - 1
More - 1
Pebbles and Marbles - 1
Proud Mary - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rocky Top - 1
Run Like an Antelope - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Show of Life - 1
Terrapin - 1
The Curtain With - 1
The Little Drummer Boy - 1
The Lizards - 1
The Old Home Place - 1
Tuesday's Gone - 1
Uncle Pen - 1
Ya Mar - 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 1996

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 16 song debuts
0.24 debuts per show.
The most frequently played song you have seen debuted is What's the Use? (74 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Driver - 3
My Mind's Got a Mind of its Own - 3
The Inlaw Josie Wales - 3
Back at the Chicken Shack - 2
Beauty of My Dreams - 2
Bittersweet Motel - 2
Fee - 2
Jesus Just Left Chicago - 2
Terrapin - 2
The Mango Song - 2

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

Backwards Down the Number Line - 8
46 Days - 7
Light - 7
Fuego - 6
Blaze On - 5
Golden Age - 5
555 - 4
A Day in the Life - 4
A Song I Heard the Ocean Sing - 4
More - 4

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:

Water in the Sky - 6
Foam - 4
Frankie Says - 4
Horn - 4
Jam - 4
Mountains in the Mist - 4
Contact - 3
Driver - 3
My Mind's Got a Mind of its Own - 3
Poor Heart - 3

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

Backwards Down the Number Line - 8
46 Days - 7
Light - 7
Fuego - 6
Blaze On - 5
Golden Age - 5
555 - 4
A Day in the Life - 4
A Song I Heard the Ocean Sing - 4
More - 4

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

Chart