Shows by day of week

• Sunday- 14
• Monday- 5
• Tuesday- 9
• Wednesday- 6
• Thursday- 5
• Friday- 18
• Saturday- 18

Shows by month

• January -
• February - 2
• March -
• April -
• May - 1
• June - 11
• July - 31
• August - 11
• September -
• October - 10
• November - 3
• December - 6

Shows by year

• 1998- 1
• 1999- 6
• 2000- 5
• 2001- 0
• 2002- 0
• 2003- 5
• 2004- 0
• 2009- 8
• 2010- 11
• 2011- 3
• 2012- 5
• 2013- 7
• 2014- 6
• 2015- 3
• 2016- 6
• 2017- 2
• 2018- 2
• 2019- 5
• 2020- 0
• 2021- 0
• 2022- 0
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 7/1- 4
• 7/12- 4
• 7/6- 4
• 7/2- 3
• 7/3- 3
• 7/5- 3
• 12/28- 2
• 7/11- 2
• 7/7- 2
• 7/8- 2
• 10/10- 1
• 10/16- 1
• 10/17- 1
• 10/22- 1
• 10/23- 1
• 10/24- 1
• 10/25- 1
• 10/26- 1
• 10/27- 1
• 10/9- 1
• 11/27- 1

Shows by States

• NY - 36 (48%)
• MA - 19 (25%)
• CT - 7 (9%)
• ME - 5 (7%)
• IN - 3 (4%)
• FL - 3 (4%)
• RI - 1 (1%)
• PA - 1 (1%)

Shows by Time Zone

• Eastern - 75 (100%)
• Mountain - 0 (0%)
• Central - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• Saratoga Springs, NY - 16 (21%)
• Worcester, MA - 8 (11%)
• Albany, NY - 7 (9%)
• Hartford, CT - 7 (9%)
• Watkins Glen, NY - 6 (8%)
• Mansfield, MA - 6 (8%)
• New York, NY - 4 (5%)
• Boston, MA - 3 (4%)
• Noblesville, IN - 3 (4%)
• Bangor, ME - 2 (3%)
• Big Cypress, FL - 2 (3%)
• Limestone, ME - 2 (3%)
• Amherst, MA - 2 (3%)
• Wantagh, NY - 2 (3%)
• Darien Center, NY - 1 (1%)
• Philadelphia, PA - 1 (1%)
• Providence, RI - 1 (1%)
• Portland, ME - 1 (1%)
• Miami, FL - 1 (1%)

Shows by Venues

• Saratoga Performing Arts Center - 16 (21%)
• Worcester Centrum Centre - 8 (11%)
• Pepsi Arena - 7 (9%)
• The Comcast Theatre - 6 (8%)
• Watkins Glen International - 6 (8%)
• Great Woods Center for the Performing Arts - 6 (8%)
• Ruoff Music Center - 3 (4%)
• Fenway Park - 3 (4%)
• Jones Beach Amphitheater - 2 (3%)
• Loring Commerce Centre - 2 (3%)
• Darling's Waterfront Pavilion - 2 (3%)
• University of Massachusetts - 2 (3%)
• Madison Square Garden - 2 (3%)
• Big Cypress Seminole Indian Reservation - 2 (3%)
• Randall's Island - 2 (3%)
• Providence Civic Center - 1 (1%)
• American Airlines Arena - 1 (1%)
• Darien Lake Performing Arts Center - 1 (1%)
• Cumberland County Civic Center - 1 (1%)
• Hartford Civic Center - 1 (1%)
• Wachovia Spectrum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 12 (16%)
• After hiatus - 63 (84%)

321 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 22.0.
The average amount of times each song was played is 5.05.
There were 108 onetimers
1652 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
There were 3 four set shows
9 songs were in a four show rotation.
26 songs were in a five show rotation.

Total Times Played

Down with Disease - 23 (30%)
Possum - 23 (30%)
Bathtub Gin - 21 (28%)
Character Zero - 21 (28%)
Chalk Dust Torture - 20 (26%)
Run Like an Antelope - 20 (26%)
David Bowie - 19 (25%)
The Moma Dance - 19 (25%)
You Enjoy Myself - 19 (25%)
Ghost - 18 (24%)
Harry Hood - 18 (24%)
Back on the Train - 17 (22%)
Free - 17 (22%)
Light - 17 (22%)
Backwards Down the Number Line - 16 (21%)
Mike's Song - 16 (21%)
Prince Caspian - 16 (21%)
Stash - 16 (21%)
Tweezer Reprise - 16 (21%)
Weekapaug Groove - 16 (21%)
Wolfman's Brother - 16 (21%)
46 Days - 15 (20%)
Cavern - 15 (20%)
Julius - 15 (20%)
Loving Cup - 15 (20%)
Sample in a Jar - 15 (20%)
Also Sprach Zarathustra - 14 (18%)
Carini - 14 (18%)
Limb By Limb - 14 (18%)
Rift - 14 (18%)
Tweezer - 14 (18%)
Wading in the Velvet Sea - 14 (18%)
First Tube - 13 (17%)
Ocelot - 13 (17%)
Piper - 13 (17%)
Suzy Greenberg - 13 (17%)
Tube - 13 (17%)
Wilson - 13 (17%)
AC/DC Bag - 12 (16%)
Cities - 12 (16%)
Golgi Apparatus - 12 (16%)
Lawn Boy - 12 (16%)
Sand - 12 (16%)
Slave to the Traffic Light - 12 (16%)
Axilla - 11 (14%)
Bouncing Around the Room - 11 (14%)
Bug - 11 (14%)
Funky Bitch - 11 (14%)
Heavy Things - 11 (14%)
Kill Devil Falls - 11 (14%)
Rock and Roll - 11 (14%)
Runaway Jim - 11 (14%)
Sparkle - 11 (14%)
Theme From the Bottom - 11 (14%)
Gotta Jibboo - 10 (13%)
Maze - 10 (13%)
My Friend, My Friend - 10 (13%)
NICU - 10 (13%)
Roggae - 10 (13%)
Simple - 10 (13%)
Twist - 10 (13%)
Birds of a Feather - 9 (12%)
Farmhouse - 9 (12%)
Guyute - 9 (12%)
Halley's Comet - 9 (12%)
Punch You in the Eye - 9 (12%)
Reba - 9 (12%)
Roses Are Free - 9 (12%)
Split Open and Melt - 9 (12%)
The Wedge - 9 (12%)
Boogie On Reggae Woman - 8 (10%)
Divided Sky - 8 (10%)
Fluffhead - 8 (10%)
Fuego - 8 (10%)
Halfway to the Moon - 8 (10%)
Joy - 8 (10%)
Makisupa Policeman - 8 (10%)
Meatstick - 8 (10%)
555 - 7 (9%)
Alaska - 7 (9%)
Camel Walk - 7 (9%)
Party Time - 7 (9%)
Poor Heart - 7 (9%)
Scent of a Mule - 7 (9%)
Silent in the Morning - 7 (9%)
Stealing Time From the Faulty Plan - 7 (9%)
The Horse - 7 (9%)
The Squirming Coil - 7 (9%)
Walls of the Cave - 7 (9%)
Water in the Sky - 7 (9%)
A Song I Heard the Ocean Sing - 6 (8%)
Army of One - 6 (8%)
Contact - 6 (8%)
Drowned - 6 (8%)
Golden Age - 6 (8%)
Good Times Bad Times - 6 (8%)
I Am Hydrogen - 6 (8%)
I Didn't Know - 6 (8%)
It's Ice - 6 (8%)
Mound - 6 (8%)
Seven Below - 6 (8%)
Taste - 6 (8%)
The Lizards - 6 (8%)
Vultures - 6 (8%)
Waves - 6 (8%)
What's the Use? - 6 (8%)
Ya Mar - 6 (8%)
Crowd Control - 5 (6%)
Dirt - 5 (6%)
Fee - 5 (6%)
Hold Your Head Up - 5 (6%)
Nellie Kane - 5 (6%)
Show of Life - 5 (6%)
Sleeping Monkey - 5 (6%)
The Mango Song - 5 (6%)
Uncle Pen - 5 (6%)
Waiting All Night - 5 (6%)
Cars Trucks Buses - 4 (5%)
Fire - 4 (5%)
Foam - 4 (5%)
Horn - 4 (5%)
My Mind's Got a Mind of its Own - 4 (5%)
My Soul - 4 (5%)
Quinn the Eskimo (The Mighty Quinn) - 4 (5%)
Rocky Top - 4 (5%)
Saw It Again - 4 (5%)
Scents and Subtle Sounds - 4 (5%)
Shine a Light - 4 (5%)
Sneakin' Sally Through the Alley - 4 (5%)
Sugar Shack - 4 (5%)
The Line - 4 (5%)
The Sloth - 4 (5%)
Twenty Years Later - 4 (5%)
Undermind - 4 (5%)
When the Circus Comes - 4 (5%)
Wingsuit - 4 (5%)
Yarmouth Road - 4 (5%)
Beauty of a Broken Heart - 3 (4%)
Billy Breathes - 3 (4%)
Blaze On - 3 (4%)
Brother - 3 (4%)
Catapult - 3 (4%)
Crosseyed and Painless - 3 (4%)
Destiny Unbound - 3 (4%)
Devotion To a Dream - 3 (4%)
Grind - 3 (4%)
Gumbo - 3 (4%)
How Many People Are You - 3 (4%)
I Been Around - 3 (4%)
Jam - 3 (4%)
Let Me Lie - 3 (4%)
Llama - 3 (4%)
Meat - 3 (4%)
Mountains in the Mist - 3 (4%)
My Sweet One - 3 (4%)
No Men In No Man's Land - 3 (4%)
Rise/Come Together - 3 (4%)
Sanity - 3 (4%)
Soul Shakedown Party - 3 (4%)
Steam - 3 (4%)
Steep - 3 (4%)
Swept Away - 3 (4%)
The Curtain - 3 (4%)
The Dogs - 3 (4%)
The Star-Spangled Banner - 3 (4%)
Timber (Jerry the Mule) - 3 (4%)
Torn and Frayed - 3 (4%)
A Day in the Life - 2 (2%)
Albuquerque - 2 (2%)
Beauty of My Dreams - 2 (2%)
Big Black Furry Creature from Mars - 2 (2%)
Bittersweet Motel - 2 (2%)
Brian and Robert - 2 (2%)
Buffalo Bill - 2 (2%)
Buried Alive - 2 (2%)
Colonel Forbin's Ascent - 2 (2%)
Cool It Down - 2 (2%)
Corinna - 2 (2%)
Dinner and a Movie - 2 (2%)
Driver - 2 (2%)
Everything's Right - 2 (2%)
Fly Famous Mockingbird - 2 (2%)
Frankenstein - 2 (2%)
Frankie Says - 2 (2%)
Fuck Your Face - 2 (2%)
Guelah Papyrus - 2 (2%)
Ha Ha Ha - 2 (2%)
If I Could - 2 (2%)
Kung - 2 (2%)
Light Up Or Leave Me Alone - 2 (2%)
Love You - 2 (2%)
Martian Monster - 2 (2%)
Mercury - 2 (2%)
No Quarter - 2 (2%)
Nothing - 2 (2%)
Paul and Silas - 2 (2%)
Peaches en Regalia - 2 (2%)
Pebbles and Marbles - 2 (2%)
Petrichor - 2 (2%)
Pigtail - 2 (2%)
Plasma - 2 (2%)
Psycho Killer - 2 (2%)
Ride Captain Ride - 2 (2%)
Set Your Soul Free - 2 (2%)
Strange Design - 2 (2%)
The Curtain With - 2 (2%)
The Inlaw Josie Wales - 2 (2%)
Thunderhead - 2 (2%)
Time Turns Elastic - 2 (2%)
Two Versions of Me - 2 (2%)
Walk Away - 2 (2%)
Waste - 2 (2%)
While My Guitar Gently Weeps - 2 (2%)
A Life Beyond The Dream - 1 (1%)
About to Run - 1 (1%)
After Midnight - 1 (1%)
All of These Dreams - 1 (1%)
All the Pain Through the Years - 1 (1%)
Anything But Me - 1 (1%)
Architect - 1 (1%)
Ass Handed - 1 (1%)
Auld Lang Syne - 1 (1%)
Avenu Malkenu - 1 (1%)
Big Alligator - 1 (1%)
Big Balls - 1 (1%)
Blister in the Sun - 1 (1%)
Blue Skies - 1 (1%)
Breath and Burning - 1 (1%)
Cathy's Clown - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Chariots of Fire - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Clone - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cracklin' Rosie - 1 (1%)
Crazy Sometimes - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Discern - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Dr. Gabel - 1 (1%)
Drifting - 1 (1%)
Drive-In Jam - 1 (1%)
Energy - 1 (1%)
Esther - 1 (1%)
Fast Enough for You - 1 (1%)
Final Flight - 1 (1%)
Foreplay/Long Time - 1 (1%)
Frost - 1 (1%)
Ginseng Sullivan - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Hello My Baby - 1 (1%)
Highway to Hell - 1 (1%)
Home - 1 (1%)
How High the Moon - 1 (1%)
I Am the Walrus - 1 (1%)
I Kissed a Girl - 1 (1%)
Icculus - 1 (1%)
Izabella - 1 (1%)
La Grange - 1 (1%)
Layla - 1 (1%)
Let's Go - 1 (1%)
Life on Mars? - 1 (1%)
Lit O Bit - 1 (1%)
Long Cool Woman in a Black Dress - 1 (1%)
Low Rider - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mellow Mood - 1 (1%)
Mexican Cousin - 1 (1%)
Middle of the Road - 1 (1%)
Mind Left Body Jam - 1 (1%)
Miss You - 1 (1%)
Misty Mountain Hop - 1 (1%)
Moby Dick - 1 (1%)
Mock Song - 1 (1%)
Monkey Man - 1 (1%)
Most Events Aren't Planned - 1 (1%)
My Problem Right There - 1 (1%)
NO2 - 1 (1%)
On Your Way Down - 1 (1%)
On the Road Again - 1 (1%)
Play by Play - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Sabotage - 1 (1%)
Say It To Me S.A.N.T.O.S. - 1 (1%)
Scabbard - 1 (1%)
Secret Smile - 1 (1%)
She Caught the Katy and Left Me a Mule to Ride - 1 (1%)
Sing Monica - 1 (1%)
Sleep Again - 1 (1%)
Space Oddity - 1 (1%)
Spread It 'Round - 1 (1%)
Starman - 1 (1%)
Storage Jam - 1 (1%)
Summer of '89 - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Susskind Hotel - 1 (1%)
Talk - 1 (1%)
Tela - 1 (1%)
Terrapin - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birds - 1 (1%)
The Birdwatcher - 1 (1%)
The Final Hurrah - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Tide Turns - 1 (1%)
Time Loves a Hero - 1 (1%)
Tomorrow's Song - 1 (1%)
Tower Jam - 1 (1%)
Train Song - 1 (1%)
Tuesday's Gone - 1 (1%)
Turtle in the Clouds - 1 (1%)
What Things Seem - 1 (1%)
Winterqueen - 1 (1%)
Wipe Out - 1 (1%)
Wombat - 1 (1%)

First Set Openers

AC/DC Bag - 6
Crowd Control - 5
Punch You in the Eye - 4
Party Time - 3
Sample in a Jar - 3
Stealing Time From the Faulty Plan - 3
Buried Alive - 2
Chalk Dust Torture - 2
Down with Disease - 2
Farmhouse - 2
Free - 2
Grind - 2
Kill Devil Falls - 2
Runaway Jim - 2
Soul Shakedown Party - 2
The Moma Dance - 2
The Star-Spangled Banner - 2
46 Days - 1
Brother - 1
Carini - 1
Cars Trucks Buses - 1
Cathy's Clown - 1
Daniel Saw the Stone - 1
Divided Sky - 1
Dogs Stole Things - 1
Fee - 1
Foreplay/Long Time - 1
Funky Bitch - 1
Ha Ha Ha - 1
Julius - 1
Lit O Bit - 1
Llama - 1
Meatstick - 1
My Friend, My Friend - 1
NICU - 1
Paul and Silas - 1
Pigtail - 1
Possum - 1
Rock and Roll - 1
Simple - 1
The Wedge - 1
Tube - 1
Tweezer Reprise - 1
Water in the Sky - 1
Ya Mar - 1
You Enjoy Myself - 1

First Set Closers

Run Like an Antelope - 7
Character Zero - 6
Walls of the Cave - 6
David Bowie - 5
Possum - 5
Bathtub Gin - 3
Cavern - 3
Julius - 3
Stash - 3
The Squirming Coil - 3
Golgi Apparatus - 2
Good Times Bad Times - 2
Split Open and Melt - 2
Suzy Greenberg - 2
46 Days - 1
After Midnight - 1
Backwards Down the Number Line - 1
Funky Bitch - 1
Izabella - 1
La Grange - 1
Layla - 1
Light - 1
Light Up Or Leave Me Alone - 1
Maze - 1
Monkey Man - 1
Plasma - 1
Prince Caspian - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rocky Top - 1
Runaway Jim - 1
Sand - 1
Space Oddity - 1
The Birdwatcher - 1
Tweezer Reprise - 1
Weekapaug Groove - 1
Wingsuit - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 8
Carini - 4
Mike's Song - 4
Chalk Dust Torture - 3
Ghost - 3
Rock and Roll - 3
Seven Below - 3
Axilla - 2
Backwards Down the Number Line - 2
Drowned - 2
Gotta Jibboo - 2
Halley's Comet - 2
Jam - 2
Sand - 2
Tweezer - 2
Wolfman's Brother - 2
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Bathtub Gin - 1
Big Balls - 1
Birds of a Feather - 1
Cool Amber and Mercury - 1
Energy - 1
First Tube - 1
Fuego - 1
Limb By Limb - 1
Martian Monster - 1
Meatstick - 1
Mellow Mood - 1
My Friend, My Friend - 1
No Men In No Man's Land - 1
Party Time - 1
Punch You in the Eye - 1
Roses Are Free - 1
Runaway Jim - 1
Set Your Soul Free - 1
Simple - 1
Soul Shakedown Party - 1
Stash - 1
Steam - 1
Turtle in the Clouds - 1
Twist - 1
Waves - 1
Wilson - 1

Second Set Closers

You Enjoy Myself - 9
Character Zero - 8
Loving Cup - 6
Slave to the Traffic Light - 6
David Bowie - 5
Run Like an Antelope - 5
Weekapaug Groove - 4
Bug - 2
Cavern - 2
Harry Hood - 2
Meatstick - 2
Possum - 2
Show of Life - 2
A Day in the Life - 1
Backwards Down the Number Line - 1
Buried Alive - 1
Chalk Dust Torture - 1
Fire - 1
First Tube - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Guyute - 1
I Been Around - 1
Julius - 1
Martian Monster - 1
Pebbles and Marbles - 1
Prince Caspian - 1
Rocky Top - 1
Stealing Time From the Faulty Plan - 1
The Star-Spangled Banner - 1

Third Set Openers

46 Days - 1
Chalk Dust Torture - 1
Golden Age - 1
Meatstick - 1
Rock and Roll - 1

Third Set Closers

A Day in the Life - 1
Bug - 1
Run Like an Antelope - 1
Walls of the Cave - 1
Weekapaug Groove - 1

Fourth Set Openers

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

Fourth Set Closers

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

Encores

Tweezer Reprise - 14
First Tube - 9
Loving Cup - 9
Character Zero - 6
Suzy Greenberg - 5
Contact - 4
Boogie On Reggae Woman - 3
Good Times Bad Times - 3
Joy - 3
Julius - 3
Shine a Light - 3
The Squirming Coil - 3
You Enjoy Myself - 3
Cavern - 2
Fire - 2
Rock and Roll - 2
Rocky Top - 2
Run Like an Antelope - 2
Show of Life - 2
Sleeping Monkey - 2
The Lizards - 2
While My Guitar Gently Weeps - 2
A Life Beyond The Dream - 1
Bouncing Around the Room - 1
Bug - 1
Chalk Dust Torture - 1
Chalk Dust Torture Reprise - 1
Dog Log - 1
Farmhouse - 1
Fee - 1
Frankenstein - 1
Grind - 1
Harry Hood - 1
Hello My Baby - 1
Highway to Hell - 1
I Am the Walrus - 1
I Been Around - 1
Lawn Boy - 1
Misty Mountain Hop - 1
Moby Dick - 1
On the Road Again - 1
Possum - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rise/Come Together - 1
Roggae - 1
Sabotage - 1
Sing Monica - 1
Slave to the Traffic Light - 1
The Mango Song - 1
The Oh Kee Pa Ceremony - 1
Tube - 1
Tuesday's Gone - 1
Wading in the Velvet Sea - 1
Wilson - 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 1998

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 39 song debuts
0.52 debuts per show.
The most frequently played song you have seen debuted is Light (124 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
The Inlaw Josie Wales - 2
After Midnight - 1
All the Pain Through the Years - 1
Auld Lang Syne - 1
Big Alligator - 1
Chalk Dust Torture Reprise - 1
Che Hun Ta Mo - 1
Foreplay/Long Time - 1
Ginseng Sullivan - 1

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

Light - 17
Backwards Down the Number Line - 16
46 Days - 15
Julius - 15
Rift - 14
Ocelot - 13
Cities - 12
Kill Devil Falls - 11
The Wedge - 9
Divided Sky - 8

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
Pebbles and Marbles - 2
The Inlaw Josie Wales - 2
Thunderhead - 2
After Midnight - 1
All the Pain Through the Years - 1
Auld Lang Syne - 1
Big Alligator - 1
Blue Skies - 1
Chalk Dust Torture Reprise - 1

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

Light - 17
Backwards Down the Number Line - 16
Rift - 14
Ocelot - 13
Kill Devil Falls - 11
The Wedge - 9
Divided Sky - 8
Fluffhead - 8
Fuego - 8
Halfway to the Moon - 8

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