Shows by day of week

• Sunday- 14
• Monday- 1
• Tuesday- 7
• Wednesday- 4
• Thursday- 4
• Friday- 10
• Saturday- 14

Shows by month

• January -
• February -
• March -
• April -
• May -
• June - 5
• July - 12
• August - 19
• September - 3
• October - 8
• November - 1
• December - 6

Shows by year

• 1995- 1
• 1996- 0
• 1997- 0
• 1998- 2
• 1999- 5
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 2
• 2004- 2
• 2009- 1
• 2010- 2
• 2011- 4
• 2012- 2
• 2013- 5
• 2014- 1
• 2015- 3
• 2016- 2
• 2017- 1
• 2018- 3
• 2019- 3
• 2020- 0
• 2021- 2
• 2022- 4
• 2023- 2
• 2024- 4
• 2025- 3

Most Frequently Played Dates

• 10/26- 3
• 12/31- 3
• 8/15- 3
• 10/27- 2
• 6/7- 2
• 7/1- 2
• 7/3- 2
• 7/6- 2
• 8/14- 2
• 8/16- 2
• 10/19- 1
• 10/25- 1
• 10/28- 1
• 11/29- 1
• 12/11- 1
• 12/16- 1
• 12/30- 1
• 6/25- 1
• 6/26- 1
• 6/8- 1
• 7/16- 1

Shows by States

• NY - 12 (22%)
• ME - 12 (22%)
• MA - 7 (13%)
• DE - 4 (7%)
• VA - 3 (6%)
• IL - 3 (6%)
• WI - 3 (6%)
• PA - 2 (4%)
• CT - 2 (4%)
• FL - 2 (4%)
• VT - 2 (4%)
• NC - 1 (2%)
• NH - 1 (2%)

Shows by Time Zone

• Eastern - 48 (89%)
• Central - 6 (11%)
• Mountain - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• Watkins Glen, NY - 6 (11%)
• Bangor, ME - 4 (7%)
• Limestone, ME - 4 (7%)
• Worcester, MA - 4 (7%)
• Dover, DE - 4 (7%)
• Rosemont, IL - 3 (6%)
• Hampton, VA - 3 (6%)
• East Troy, WI - 3 (6%)
• Portland, ME - 3 (6%)
• Hershey, PA - 2 (4%)
• Coventry, VT - 2 (4%)
• Volney, NY - 2 (4%)
• Big Cypress, FL - 2 (4%)
• Hartford, CT - 2 (4%)
• Mansfield, MA - 2 (4%)
• New York, NY - 2 (4%)
• Raleigh, NC - 1 (2%)
• Boston, MA - 1 (2%)
• Saratoga Springs, NY - 1 (2%)
• Manchester, NH - 1 (2%)
• Syracuse, NY - 1 (2%)
• Augusta, ME - 1 (2%)

Shows by Venues

• Watkins Glen International - 6 (11%)
• Loring Commerce Centre - 4 (7%)
• Darling's Waterfront Pavilion - 4 (7%)
• Worcester Centrum Centre - 4 (7%)
• The Woodlands - 4 (7%)
• Allstate Arena - 3 (6%)
• Hampton Coliseum - 3 (6%)
• Cumberland County Civic Center - 3 (6%)
• Alpine Valley Music Theatre - 3 (6%)
• Newport State Airport - 2 (4%)
• Hersheypark Stadium - 2 (4%)
• Madison Square Garden - 2 (4%)
• Great Woods Center for the Performing Arts - 2 (4%)
• Oswego County Airport - 2 (4%)
• Big Cypress Seminole Indian Reservation - 2 (4%)
• Saratoga Performing Arts Center - 1 (2%)
• The Comcast Theatre - 1 (2%)
• Augusta Civic Center - 1 (2%)
• Verizon Wireless Arena - 1 (2%)
• Fenway Park - 1 (2%)
• Reynolds Coliseum - 1 (2%)
• Lakeview Amphitheater - 1 (2%)
• Hartford Civic Center - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 8 (15%)
• After hiatus - 46 (85%)

307 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 22.7.
The average amount of times each song was played is 3.93.
There were 120 onetimers
1231 total songs have been played in the selected shows.

There were 2 one set shows
There were 39 two set shows
There were 9 three set shows
There were 4 four set shows
1 songs were in a three show rotation.
9 songs were in a four show rotation.
25 songs were in a five show rotation.

Total Times Played

Possum - 21 (38%)
Chalk Dust Torture - 17 (31%)
Mike's Song - 17 (31%)
Weekapaug Groove - 17 (31%)
Reba - 16 (29%)
Down with Disease - 15 (27%)
Free - 14 (25%)
Simple - 14 (25%)
The Moma Dance - 14 (25%)
46 Days - 13 (24%)
Character Zero - 13 (24%)
Ghost - 13 (24%)
Harry Hood - 13 (24%)
Run Like an Antelope - 13 (24%)
Back on the Train - 12 (22%)
Tweezer - 12 (22%)
Tweezer Reprise - 12 (22%)
Backwards Down the Number Line - 11 (20%)
David Bowie - 11 (20%)
Fluffhead - 11 (20%)
Prince Caspian - 11 (20%)
Rock and Roll - 11 (20%)
Stash - 11 (20%)
Suzy Greenberg - 11 (20%)
Wilson - 11 (20%)
Also Sprach Zarathustra - 10 (18%)
Bathtub Gin - 10 (18%)
Fuego - 10 (18%)
Gotta Jibboo - 10 (18%)
Runaway Jim - 10 (18%)
Sand - 10 (18%)
Wolfman's Brother - 10 (18%)
Birds of a Feather - 9 (16%)
Carini - 9 (16%)
Cavern - 9 (16%)
First Tube - 9 (16%)
Funky Bitch - 9 (16%)
Halley's Comet - 9 (16%)
Light - 9 (16%)
Rift - 9 (16%)
Twist - 9 (16%)
You Enjoy Myself - 9 (16%)
Axilla - 8 (14%)
Boogie On Reggae Woman - 8 (14%)
Divided Sky - 8 (14%)
Julius - 8 (14%)
Kill Devil Falls - 8 (14%)
Llama - 8 (14%)
Loving Cup - 8 (14%)
Meatstick - 8 (14%)
Punch You in the Eye - 8 (14%)
Roggae - 8 (14%)
Slave to the Traffic Light - 8 (14%)
The Wedge - 8 (14%)
Tube - 8 (14%)
Wading in the Velvet Sea - 8 (14%)
A Song I Heard the Ocean Sing - 7 (12%)
AC/DC Bag - 7 (12%)
Cities - 7 (12%)
Golden Age - 7 (12%)
Limb By Limb - 7 (12%)
Maze - 7 (12%)
NICU - 7 (12%)
Ocelot - 7 (12%)
The Mango Song - 7 (12%)
Theme From the Bottom - 7 (12%)
What's the Use? - 7 (12%)
Ya Mar - 7 (12%)
Bouncing Around the Room - 6 (11%)
Bug - 6 (11%)
Golgi Apparatus - 6 (11%)
I Am Hydrogen - 6 (11%)
Lawn Boy - 6 (11%)
Meat - 6 (11%)
My Friend, My Friend - 6 (11%)
No Men In No Man's Land - 6 (11%)
Piper - 6 (11%)
Split Open and Melt - 6 (11%)
The Lizards - 6 (11%)
Walls of the Cave - 6 (11%)
Water in the Sky - 6 (11%)
Blaze On - 5 (9%)
Guyute - 5 (9%)
Halfway to the Moon - 5 (9%)
Heavy Things - 5 (9%)
Poor Heart - 5 (9%)
Roses Are Free - 5 (9%)
Scents and Subtle Sounds - 5 (9%)
Stealing Time From the Faulty Plan - 5 (9%)
Taste - 5 (9%)
Waves - 5 (9%)
When the Circus Comes - 5 (9%)
555 - 4 (7%)
Army of One - 4 (7%)
Bittersweet Motel - 4 (7%)
Everything's Right - 4 (7%)
Farmhouse - 4 (7%)
Gumbo - 4 (7%)
Hold Your Head Up - 4 (7%)
Jam - 4 (7%)
Lonely Trip - 4 (7%)
Martian Monster - 4 (7%)
Nellie Kane - 4 (7%)
Party Time - 4 (7%)
Pebbles and Marbles - 4 (7%)
Sample in a Jar - 4 (7%)
Saw It Again - 4 (7%)
Show of Life - 4 (7%)
Silent in the Morning - 4 (7%)
Steam - 4 (7%)
Twenty Years Later - 4 (7%)
Undermind - 4 (7%)
Vultures - 4 (7%)
Waste - 4 (7%)
A Day in the Life - 3 (5%)
A Wave of Hope - 3 (5%)
Auld Lang Syne - 3 (5%)
Camel Walk - 3 (5%)
Crosseyed and Painless - 3 (5%)
Destiny Unbound - 3 (5%)
Drowned - 3 (5%)
Evolve - 3 (5%)
Good Times Bad Times - 3 (5%)
Grind - 3 (5%)
Horn - 3 (5%)
I Didn't Know - 3 (5%)
It's Ice - 3 (5%)
Joy - 3 (5%)
McGrupp and the Watchful Hosemasters - 3 (5%)
Miss You - 3 (5%)
Mound - 3 (5%)
My Soul - 3 (5%)
No Quarter - 3 (5%)
Petrichor - 3 (5%)
Quinn the Eskimo (The Mighty Quinn) - 3 (5%)
Ruby Waves - 3 (5%)
Scent of a Mule - 3 (5%)
Soul Planet - 3 (5%)
Sugar Shack - 3 (5%)
The Curtain - 3 (5%)
The Curtain With - 3 (5%)
The Dogs - 3 (5%)
The Horse - 3 (5%)
The Sloth - 3 (5%)
Timber (Jerry the Mule) - 3 (5%)
Torn and Frayed - 3 (5%)
About to Run - 2 (3%)
After Midnight - 2 (3%)
Ass Handed - 2 (3%)
Beauty of My Dreams - 2 (3%)
Catapult - 2 (3%)
Colonel Forbin's Ascent - 2 (3%)
Contact - 2 (3%)
Death Don't Hurt Very Long - 2 (3%)
Dirt - 2 (3%)
Dog Log - 2 (3%)
Energy - 2 (3%)
Fast Enough for You - 2 (3%)
Fly Famous Mockingbird - 2 (3%)
Fuck Your Face - 2 (3%)
Glide - 2 (3%)
Happy Birthday to You - 2 (3%)
How Many People Are You - 2 (3%)
Icculus - 2 (3%)
Izabella - 2 (3%)
Makisupa Policeman - 2 (3%)
Mellow Mood - 2 (3%)
Moonage Daydream - 2 (3%)
Mountains in the Mist - 2 (3%)
My Sweet One - 2 (3%)
Oblivion - 2 (3%)
Peaches en Regalia - 2 (3%)
Plasma - 2 (3%)
Rise/Come Together - 2 (3%)
Rocky Top - 2 (3%)
Say It To Me S.A.N.T.O.S. - 2 (3%)
Set Your Soul Free - 2 (3%)
Seven Below - 2 (3%)
Shade - 2 (3%)
Sigma Oasis - 2 (3%)
Sneakin' Sally Through the Alley - 2 (3%)
The Line - 2 (3%)
The Squirming Coil - 2 (3%)
Waiting All Night - 2 (3%)
What's Going Through Your Mind - 2 (3%)
While My Guitar Gently Weeps - 2 (3%)
Wingsuit - 2 (3%)
1999 - 1 (1%)
A Life Beyond The Dream - 1 (1%)
Access Me - 1 (1%)
Alaska - 1 (1%)
Albuquerque - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Ambient Jam - 1 (1%)
Anything But Me - 1 (1%)
Avenu Malkenu - 1 (1%)
Axilla (Part II) - 1 (1%)
Baby Elephant Walk - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Alligator - 1 (1%)
Big Balls - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Billy Breathes - 1 (1%)
Brian and Robert - 1 (1%)
Broken Heart Attack - 1 (1%)
Brother - 1 (1%)
Buffalo Bill - 1 (1%)
Buried Alive - 1 (1%)
Cars Trucks Buses - 1 (1%)
Chariots of Fire - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Clear Your Mind - 1 (1%)
Cool Jerk - 1 (1%)
Corinna - 1 (1%)
Crimes of the Mind - 1 (1%)
Crowd Control - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Devotion To a Dream - 1 (1%)
Discern - 1 (1%)
Drift While You're Sleeping - 1 (1%)
Drive-In Jam - 1 (1%)
Esther - 1 (1%)
Ether Edge - 1 (1%)
Fee - 1 (1%)
Fire - 1 (1%)
Foam - 1 (1%)
Frankie Says - 1 (1%)
Free Bird - 1 (1%)
Friday - 1 (1%)
Frost - 1 (1%)
Ginseng Sullivan - 1 (1%)
Guelah Papyrus - 1 (1%)
Ha Ha Ha - 1 (1%)
Have Mercy - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Never Needed You Like This Before - 1 (1%)
I'm Blue, I'm Lonesome - 1 (1%)
If I Could - 1 (1%)
If You Need a Fool - 1 (1%)
Instant Karma! - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Leaves - 1 (1%)
Let Me Lie - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Life Saving Gun - 1 (1%)
Life on Mars? - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Love You - 1 (1%)
Mercury - 1 (1%)
Mexican Cousin - 1 (1%)
Mind Left Body Jam - 1 (1%)
Mock Song - 1 (1%)
Monkey Man - 1 (1%)
More - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mr. Completely - 1 (1%)
Mull - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
Night Nurse - 1 (1%)
Nothing - 1 (1%)
On My Knees - 1 (1%)
Pigtail - 1 (1%)
Pillow Jets - 1 (1%)
Play by Play - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Rhymes - 1 (1%)
Ride Captain Ride - 1 (1%)
Sabotage - 1 (1%)
Sanity - 1 (1%)
Scabbard - 1 (1%)
Secret Smile - 1 (1%)
Sexual Healing - 1 (1%)
Sleeping Monkey - 1 (1%)
Smoke on the Water Jam - 1 (1%)
Soul Shakedown Party - 1 (1%)
Spread It 'Round - 1 (1%)
Storage Jam - 1 (1%)
Strange Design - 1 (1%)
Suspicious Minds - 1 (1%)
Susskind Hotel - 1 (1%)
Taste That Surrounds - 1 (1%)
Tela - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Final Hurrah - 1 (1%)
The Howling - 1 (1%)
The Inlaw Josie Wales - 1 (1%)
The Landlady - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
The Star-Spangled Banner - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Tide Turns - 1 (1%)
Time Loves a Hero - 1 (1%)
Tower Jam - 1 (1%)
Turtle in the Clouds - 1 (1%)
Two Versions of Me - 1 (1%)
Uncle Pen - 1 (1%)
Walk Away - 1 (1%)
Weigh - 1 (1%)
Wombat - 1 (1%)
Woodlands Jam - 1 (1%)
Yarmouth Road - 1 (1%)
You Sexy Thing - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

Mike's Song - 3
Possum - 3
Punch You in the Eye - 3
AC/DC Bag - 2
Carini - 2
First Tube - 2
Free - 2
Party Time - 2
Tube - 2
1999 - 1
46 Days - 1
After Midnight - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Buried Alive - 1
Chalk Dust Torture - 1
Crowd Control - 1
Daniel Saw the Stone - 1
Divided Sky - 1
Everything's Right - 1
Fluffhead - 1
Fuego - 1
Funky Bitch - 1
Ginseng Sullivan - 1
Grind - 1
Happy Birthday to You - 1
Kill Devil Falls - 1
Llama - 1
My Friend, My Friend - 1
Pigtail - 1
Rock and Roll - 1
Runaway Jim - 1
Simple - 1
Soul Shakedown Party - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
The Landlady - 1
The Moma Dance - 1
Walls of the Cave - 1
Water in the Sky - 1
Wilson - 1
You Sexy Thing - 1

First Set Closers

Character Zero - 6
Walls of the Cave - 4
Weekapaug Groove - 4
David Bowie - 3
Possum - 3
Run Like an Antelope - 3
Bathtub Gin - 2
Cavern - 2
Sand - 2
46 Days - 1
After Midnight - 1
Chalk Dust Torture - 1
Drift While You're Sleeping - 1
Everything's Right - 1
Fire - 1
Fluffhead - 1
Golden Age - 1
Grind - 1
Julius - 1
Kill Devil Falls - 1
Maze - 1
Monkey Man - 1
Moonage Daydream - 1
Most Events Aren't Planned - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock and Roll - 1
Rocky Top - 1
Stash - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
Taste - 1
The Squirming Coil - 1
Wingsuit - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 6
Carini - 2
Chalk Dust Torture - 2
Energy - 2
Mike's Song - 2
Possum - 2
Runaway Jim - 2
The Moma Dance - 2
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Ass Handed - 1
Back on the Train - 1
Backwards Down the Number Line - 1
Big Balls - 1
Drowned - 1
Everything's Right - 1
Evolve - 1
First Tube - 1
Fuck Your Face - 1
Funky Bitch - 1
Glide - 1
Golden Age - 1
Jam - 1
Martian Monster - 1
Meatstick - 1
Mellow Mood - 1
My Friend, My Friend - 1
No Men In No Man's Land - 1
Sand - 1
Sigma Oasis - 1
Suzy Greenberg - 1
The Curtain - 1
The Wedge - 1
Theme From the Bottom - 1
Turtle in the Clouds - 1
Tweezer - 1
Waves - 1
What's Going Through Your Mind - 1
Wilson - 1
Wolfman's Brother - 1

Second Set Closers

Run Like an Antelope - 6
Character Zero - 5
Slave to the Traffic Light - 5
Chalk Dust Torture - 4
David Bowie - 2
Llama - 2
Possum - 2
Weekapaug Groove - 2
You Enjoy Myself - 2
A Day in the Life - 1
Backwards Down the Number Line - 1
Buried Alive - 1
Carini - 1
Cavern - 1
Everything's Right - 1
Fluffhead - 1
Funky Bitch - 1
Ghost - 1
Good Times Bad Times - 1
Julius - 1
Loving Cup - 1
Martian Monster - 1
Meatstick - 1
Prince Caspian - 1
Rock and Roll - 1
Runaway Jim - 1
Sigma Oasis - 1
Split Open and Melt - 1
Suzy Greenberg - 1
The Star-Spangled Banner - 1
Undermind - 1

Third Set Openers

46 Days - 1
Chalk Dust Torture - 1
Character Zero - 1
Fast Enough for You - 1
Golden Age - 1
Meatstick - 1
My Soul - 1
NICU - 1
Rock and Roll - 1
Sabotage - 1
Soul Planet - 1
Twist - 1
Woodlands Jam - 1

Third Set Closers

A Day in the Life - 1
Bug - 1
First Tube - 1
Fluffhead - 1
Friday - 1
Loving Cup - 1
Run Like an Antelope - 1
Slave to the Traffic Light - 1
Walls of the Cave - 1
Weekapaug Groove - 1
While My Guitar Gently Weeps - 1
Woodlands Jam - 1
You Enjoy Myself - 1

Fourth Set Openers

Ambient Jam - 1
Drive-In Jam - 1
Storage Jam - 1
Tower Jam - 1

Fourth Set Closers

Ambient Jam - 1
Drive-In Jam - 1
Sleeping Monkey - 1
Tower Jam - 1

Encores

Tweezer Reprise - 12
Harry Hood - 6
Loving Cup - 6
First Tube - 5
Show of Life - 4
Suzy Greenberg - 4
Boogie On Reggae Woman - 3
Possum - 3
The Lizards - 3
Backwards Down the Number Line - 2
Contact - 2
Good Times Bad Times - 2
Rock and Roll - 2
Say It To Me S.A.N.T.O.S. - 2
Waste - 2
Wilson - 2
You Enjoy Myself - 2
A Life Beyond The Dream - 1
Baby Elephant Walk - 1
Bittersweet Motel - 1
Blaze On - 1
Bug - 1
Carini - 1
Cavern - 1
Dog Log - 1
Farmhouse - 1
Fluffhead - 1
Free Bird - 1
Fuego - 1
Grind - 1
Halley's Comet - 1
I Didn't Know - 1
Izabella - 1
Jam - 1
Julius - 1
More - 1
Prince Caspian - 1
Reba - 1
Rise/Come Together - 1
Rocky Top - 1
Roses Are Free - 1
Saw It Again - 1
Slave to the Traffic Light - 1
The Curtain With - 1
The Mango Song - 1
The Oh Kee Pa Ceremony - 1
The Squirming Coil - 1
Wading in the Velvet Sea - 1
What's the Use? - 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 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

Songs played in consecutive shows

Longest Existing Gaps

Debut Count

You saw 22 song debuts
0.41 debuts per show.
The most frequently played song you have seen debuted is Soul Planet (26 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
Catapult - 2
While My Guitar Gently Weeps - 2
Albuquerque - 1
Ambient Jam - 1
Baby Elephant Walk - 1
Big Alligator - 1
Brian and Robert - 1
Che Hun Ta Mo - 1
Corinna - 1

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

46 Days - 13
Backwards Down the Number Line - 11
Fuego - 10
Carini - 9
First Tube - 9
Light - 9
Kill Devil Falls - 8
A Song I Heard the Ocean Sing - 7
Golden Age - 7
Maze - 7

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
Catapult - 2
Dog Log - 2
Seven Below - 2
While My Guitar Gently Weeps - 2
Albuquerque - 1
Ambient Jam - 1
Anything But Me - 1
Baby Elephant Walk - 1
Big Alligator - 1

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

Backwards Down the Number Line - 11
Fuego - 10
First Tube - 9
Light - 9
Kill Devil Falls - 8
A Song I Heard the Ocean Sing - 7
Golden Age - 7
Maze - 7
Ocelot - 7
Theme From the Bottom - 7

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