Shows by day of week

• Sunday- 20
• Monday- 0
• Tuesday- 4
• Wednesday- 3
• Thursday- 4
• Friday- 19
• Saturday- 21

Shows by month

• January -
• February -
• March - 4
• April - 3
• May -
• June - 16
• July - 7
• August - 23
• September - 10
• October - 5
• November - 2
• December - 1

Shows by year

• 2003- 1
• 2004- 2
• 2009- 10
• 2010- 8
• 2011- 7
• 2012- 0
• 2013- 0
• 2014- 0
• 2015- 2
• 2016- 3
• 2017- 1
• 2018- 1
• 2019- 3
• 2020- 0
• 2021- 5
• 2022- 9
• 2023- 8
• 2024- 8
• 2025- 1
• 2026- 2

Most Frequently Played Dates

• 9/1- 4
• 8/15- 3
• 8/31- 3
• 8/4- 3
• 6/12- 2
• 6/24- 2
• 8/3- 2
• 8/30- 2
• 9/2- 2
• 9/3- 2
• 10/29- 1
• 10/30- 1
• 10/31- 1
• 10/7- 1
• 10/8- 1
• 11/20- 1
• 11/21- 1
• 12/5- 1
• 3/1- 1
• 3/6- 1
• 3/7- 1

Shows by States

• CO - 15 (21%)
• MD - 9 (13%)
• NJ - 7 (10%)
• IN - 7 (10%)
• NY - 6 (8%)
• TN - 6 (8%)
• VA - 5 (7%)
• PA - 5 (7%)
• NV - 3 (4%)
• NC - 2 (3%)
• OH - 2 (3%)
• VT - 2 (3%)
• KY - 1 (1%)
• IL - 1 (1%)

Shows by Time Zone

• Eastern - 46 (65%)
• Mountain - 15 (21%)
• Central - 7 (10%)
• Pacific - 3 (4%)

Shows by Cities

• Commerce City, CO - 15 (21%)
• Columbia, MD - 9 (13%)
• Noblesville, IN - 7 (10%)
• Philadelphia, PA - 4 (6%)
• Camden, NJ - 4 (6%)
• Nashville, TN - 4 (6%)
• Atlantic City, NJ - 3 (4%)
• Watkins Glen, NY - 3 (4%)
• Las Vegas, NV - 3 (4%)
• New York, NY - 3 (4%)
• Hampton, VA - 3 (4%)
• Coventry, VT - 2 (3%)
• Cincinnati, OH - 2 (3%)
• Manchester, TN - 2 (3%)
• Portsmouth, VA - 1 (1%)
• Hershey, PA - 1 (1%)
• Louisville, KY - 1 (1%)
• Raleigh, NC - 1 (1%)
• Greensboro, NC - 1 (1%)
• Charlottesville, VA - 1 (1%)
• Chicago, IL - 1 (1%)

Shows by Venues

• Dick's Sporting Goods Park - 15 (21%)
• Merriweather Post Pavilion - 9 (13%)
• Ruoff Music Center - 7 (10%)
• Tweeter Center at the Waterfront - 4 (6%)
• The Mann Center for the Performing Arts - 4 (6%)
• Watkins Glen International - 3 (4%)
• Madison Square Garden - 3 (4%)
• Hampton Coliseum - 3 (4%)
• Sphere - 3 (4%)
• Boardwalk Hall - 3 (4%)
• Bonnaroo Music & Arts Festival - 2 (3%)
• Bridgestone Arena - 2 (3%)
• Newport State Airport - 2 (3%)
• Ascend Amphitheater - 2 (3%)
• U.S. Bank Arena - 2 (3%)
• Highland Festival Grounds at Kentucky Expo Center - 1 (1%)
• nTelos Pavilion - 1 (1%)
• Hersheypark Stadium - 1 (1%)
• John Paul Jones Arena - 1 (1%)
• Wrigley Field - 1 (1%)
• Greensboro Coliseum - 1 (1%)
• ALLTEL Pavilion - 1 (1%)

331 different songs have been played (33% of songs Phish have played).
The average number of songs per show is 21.5.
The average amount of times each song was played is 4.51.
There were 111 onetimers
1529 total songs have been played in the selected shows.

There were 3 one set shows
There were 64 two set shows
There were 3 three set shows
There were 1 four set shows
7 songs were in a four show rotation.
20 songs were in a five show rotation.

Total Times Played

Chalk Dust Torture - 21 (29%)
Character Zero - 19 (26%)
Down with Disease - 19 (26%)
Tweezer - 19 (26%)
Also Sprach Zarathustra - 18 (25%)
Harry Hood - 18 (25%)
Tweezer Reprise - 18 (25%)
Ghost - 17 (23%)
Piper - 17 (23%)
Run Like an Antelope - 17 (23%)
Wolfman's Brother - 17 (23%)
You Enjoy Myself - 17 (23%)
46 Days - 16 (22%)
Slave to the Traffic Light - 16 (22%)
First Tube - 15 (21%)
Free - 15 (21%)
Light - 15 (21%)
Possum - 15 (21%)
Sand - 15 (21%)
The Moma Dance - 15 (21%)
Stash - 14 (19%)
Suzy Greenberg - 14 (19%)
AC/DC Bag - 13 (18%)
Backwards Down the Number Line - 13 (18%)
Birds of a Feather - 13 (18%)
David Bowie - 13 (18%)
Divided Sky - 13 (18%)
Fluffhead - 13 (18%)
Split Open and Melt - 13 (18%)
Bathtub Gin - 12 (16%)
Halley's Comet - 12 (16%)
Loving Cup - 12 (16%)
The Wedge - 12 (16%)
Tube - 12 (16%)
Wilson - 12 (16%)
Back on the Train - 11 (15%)
Runaway Jim - 11 (15%)
What's the Use? - 11 (15%)
Crosseyed and Painless - 10 (14%)
Golgi Apparatus - 10 (14%)
Kill Devil Falls - 10 (14%)
Mike's Song - 10 (14%)
Prince Caspian - 10 (14%)
Stealing Time From the Faulty Plan - 10 (14%)
Weekapaug Groove - 10 (14%)
Blaze On - 9 (12%)
Bug - 9 (12%)
Everything's Right - 9 (12%)
Funky Bitch - 9 (12%)
Limb By Limb - 9 (12%)
NICU - 9 (12%)
Ocelot - 9 (12%)
Reba - 9 (12%)
Sample in a Jar - 9 (12%)
Twist - 9 (12%)
Bouncing Around the Room - 8 (11%)
Cavern - 8 (11%)
Fuego - 8 (11%)
Gotta Jibboo - 8 (11%)
No Men In No Man's Land - 8 (11%)
Silent in the Morning - 8 (11%)
Taste - 8 (11%)
The Horse - 8 (11%)
Theme from the Bottom - 8 (11%)
Timber (Jerry the Mule) - 8 (11%)
Undermind - 8 (11%)
Alaska - 7 (9%)
Boogie On Reggae Woman - 7 (9%)
Carini - 7 (9%)
Gumbo - 7 (9%)
Horn - 7 (9%)
Julius - 7 (9%)
More - 7 (9%)
Party Time - 7 (9%)
Punch You in the Eye - 7 (9%)
Rock and Roll - 7 (9%)
Say It To Me S.A.N.T.O.S. - 7 (9%)
Set Your Soul Free - 7 (9%)
Wading in the Velvet Sea - 7 (9%)
Walls of the Cave - 7 (9%)
A Day in the Life - 6 (8%)
A Wave of Hope - 6 (8%)
Buried Alive - 6 (8%)
Cities - 6 (8%)
Drift While You're Sleeping - 6 (8%)
Evolve - 6 (8%)
Guelah Papyrus - 6 (8%)
Joy - 6 (8%)
Meatstick - 6 (8%)
Rift - 6 (8%)
Roggae - 6 (8%)
Show of Life - 6 (8%)
Simple - 6 (8%)
Sparkle - 6 (8%)
Steam - 6 (8%)
Waves - 6 (8%)
Ya Mar - 6 (8%)
Axilla - 5 (7%)
Big Black Furry Creature from Mars - 5 (7%)
Foam - 5 (7%)
Halfway to the Moon - 5 (7%)
Heavy Things - 5 (7%)
I Am Hydrogen - 5 (7%)
It's Ice - 5 (7%)
Llama - 5 (7%)
Mercury - 5 (7%)
My Soul - 5 (7%)
Poor Heart - 5 (7%)
Ruby Waves - 5 (7%)
Sigma Oasis - 5 (7%)
Sugar Shack - 5 (7%)
The Howling - 5 (7%)
The Lizards - 5 (7%)
Waste - 5 (7%)
A Life Beyond The Dream - 4 (5%)
About to Run - 4 (5%)
Army of One - 4 (5%)
Axilla (Part II) - 4 (5%)
Contact - 4 (5%)
Crowd Control - 4 (5%)
Ether Edge - 4 (5%)
Farmhouse - 4 (5%)
Golden Age - 4 (5%)
I Didn't Know - 4 (5%)
Lawn Boy - 4 (5%)
Life Saving Gun - 4 (5%)
Maze - 4 (5%)
McGrupp and the Watchful Hosemasters - 4 (5%)
Mull - 4 (5%)
My Friend, My Friend - 4 (5%)
Scent of a Mule - 4 (5%)
Scents and Subtle Sounds - 4 (5%)
Shade - 4 (5%)
Sleeping Monkey - 4 (5%)
Sneakin' Sally Thru the Alley - 4 (5%)
Strange Design - 4 (5%)
The Oh Kee Pa Ceremony - 4 (5%)
The Squirming Coil - 4 (5%)
Twenty Years Later - 4 (5%)
Water in the Sky - 4 (5%)
Beauty of a Broken Heart - 3 (4%)
Bold As Love - 3 (4%)
Brian and Robert - 3 (4%)
Drowned - 3 (4%)
Esther - 3 (4%)
Fast Enough for You - 3 (4%)
Fee - 3 (4%)
Good Times Bad Times - 3 (4%)
Guyute - 3 (4%)
Ha Ha Ha - 3 (4%)
Hey Stranger - 3 (4%)
Makisupa Policeman - 3 (4%)
Martian Monster - 3 (4%)
Monsters - 3 (4%)
Mountains in the Mist - 3 (4%)
Oblivion - 3 (4%)
Roses Are Free - 3 (4%)
Sanity - 3 (4%)
Shine a Light - 3 (4%)
The Final Hurrah - 3 (4%)
The Sloth - 3 (4%)
Time Turns Elastic - 3 (4%)
We Are Come to Outlive Our Brains - 3 (4%)
When the Circus Comes - 3 (4%)
Wingsuit - 3 (4%)
555 - 2 (2%)
Access Me - 2 (2%)
Albuquerque - 2 (2%)
Alumni Blues - 2 (2%)
Beneath a Sea of Stars Part 1 - 2 (2%)
Billy Breathes - 2 (2%)
Camel Walk - 2 (2%)
Daniel Saw the Stone - 2 (2%)
Destiny Unbound - 2 (2%)
Dirt - 2 (2%)
Don't Doubt Me - 2 (2%)
Fire - 2 (2%)
Frankenstein - 2 (2%)
Ginseng Sullivan - 2 (2%)
Glide - 2 (2%)
Guy Forget - 2 (2%)
I Always Wanted It This Way - 2 (2%)
If I Could - 2 (2%)
Izabella - 2 (2%)
Letter to Jimmy Page - 2 (2%)
Lonely Trip - 2 (2%)
Most Events Aren't Planned - 2 (2%)
Mound - 2 (2%)
My Sweet One - 2 (2%)
Nellie Kane - 2 (2%)
No Quarter - 2 (2%)
Nothing - 2 (2%)
Pebbles and Marbles - 2 (2%)
Pillow Jets - 2 (2%)
Plasma - 2 (2%)
Quinn the Eskimo (The Mighty Quinn) - 2 (2%)
Saw It Again - 2 (2%)
Seven Below - 2 (2%)
Sightless Escape - 2 (2%)
Soul Planet - 2 (2%)
Space Oddity - 2 (2%)
Steep - 2 (2%)
Strawberry Letter 23 - 2 (2%)
Swept Away - 2 (2%)
Tela - 2 (2%)
The Curtain - 2 (2%)
The Curtain With - 2 (2%)
The Dogs - 2 (2%)
The Mango Song - 2 (2%)
The Old Home Place - 2 (2%)
The Star-Spangled Banner - 2 (2%)
The Well - 2 (2%)
Time Loves a Hero - 2 (2%)
Torn and Frayed - 2 (2%)
Train Song - 2 (2%)
Vultures - 2 (2%)
Walk Away - 2 (2%)
What's Going Through Your Mind - 2 (2%)
While My Guitar Gently Weeps - 2 (2%)
Your Pet Cat - 2 (2%)
A Apolitical Blues - 1 (1%)
A Song I Heard the Ocean Sing - 1 (1%)
All That You Dream - 1 (1%)
All of These Dreams - 1 (1%)
Anything But Me - 1 (1%)
Back in the Bubble - 1 (1%)
Beauty of My Dreams - 1 (1%)
Big Balls - 1 (1%)
Billie Jean Jam - 1 (1%)
Bobby Jean - 1 (1%)
Breath and Burning - 1 (1%)
Brother - 1 (1%)
Can't Always Listen - 1 (1%)
Carolina - 1 (1%)
Cars Trucks Buses - 1 (1%)
Casual Enlightenment - 1 (1%)
Cinnamon Girl - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cool Jerk - 1 (1%)
Corinna - 1 (1%)
Crazy Sometimes - 1 (1%)
Day or Night - 1 (1%)
Dear Prudence - 1 (1%)
Dem Bones - 1 (1%)
Devotion to a Dream - 1 (1%)
Dixie Chicken - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Bogart That Joint - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Feats Don't Fail Me Now - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Free Man in Paris - 1 (1%)
Friday - 1 (1%)
Friends - 1 (1%)
Glory Days - 1 (1%)
Grind - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
Heartbreaker - 1 (1%)
Heavy Rotation - 1 (1%)
Highway to Hell - 1 (1%)
I Never Needed You Like This Before - 1 (1%)
Icculus - 1 (1%)
In the Aeroplane Over the Sea - 1 (1%)
Jam - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Jumpin' Jack Flash - 1 (1%)
Knuckle Bone Broth Avenue - 1 (1%)
Leaves - 1 (1%)
Let Me Lie - 1 (1%)
Life on Mars? - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Maple Leaf Rag - 1 (1%)
Mellow Mood - 1 (1%)
Mercenary Territory - 1 (1%)
Mexican Cousin - 1 (1%)
Mind Left Body Jam - 1 (1%)
Miss You - 1 (1%)
Monkey Man - 1 (1%)
Moonage Daydream - 1 (1%)
Mr. Completely - 1 (1%)
Mustang Sally - 1 (1%)
NO2 - 1 (1%)
O Canada - 1 (1%)
Oh Atlanta - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
Old Folks Boogie - 1 (1%)
On Your Way Down - 1 (1%)
Passing Through - 1 (1%)
Peaches en Regalia - 1 (1%)
Proud Mary - 1 (1%)
Ramble On - 1 (1%)
Rock 'n' Roll Suicide - 1 (1%)
Rocket in My Pocket - 1 (1%)
Rocky Top - 1 (1%)
Sabotage - 1 (1%)
Sailin' Shoes - 1 (1%)
Shafty - 1 (1%)
She Thinks I Still Care - 1 (1%)
Sleep Again - 1 (1%)
Soul Shakedown Party - 1 (1%)
Spanish Moon - 1 (1%)
Spooky - 1 (1%)
Stairway to Heaven - 1 (1%)
Storage Jam - 1 (1%)
Stray Dog - 1 (1%)
Summer of '89 - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Virginia - 1 (1%)
Thank You - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Line - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Rover - 1 (1%)
Things People Do - 1 (1%)
Thread - 1 (1%)
Thunder Road - 1 (1%)
Thunderhead - 1 (1%)
Tide Turns - 1 (1%)
Tripe Face Boogie - 1 (1%)
Turtle in the Clouds - 1 (1%)
Uncle Pen - 1 (1%)
Waking Up Dead - 1 (1%)
Walfredo - 1 (1%)
Whole Lotta Love - 1 (1%)
Willin' - 1 (1%)
Wombat - 1 (1%)
Yarmouth Road - 1 (1%)

First Set Openers

Chalk Dust Torture - 4
Buried Alive - 3
Carini - 3
Crowd Control - 3
Punch You in the Eye - 3
46 Days - 2
AC/DC Bag - 2
Back on the Train - 2
Fluffhead - 2
Mike's Song - 2
Sand - 2
Sigma Oasis - 2
Wilson - 2
Wolfman's Brother - 2
A Wave of Hope - 1
Also Sprach Zarathustra - 1
Alumni Blues - 1
Can't Always Listen - 1
Cities - 1
Daniel Saw the Stone - 1
David Bowie - 1
Dog Log - 1
Evolve - 1
First Tube - 1
Frankenstein - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Harpua - 1
Kill Devil Falls - 1
Loving Cup - 1
O Canada - 1
Party Time - 1
Plasma - 1
Possum - 1
Rocky Top - 1
Sample in a Jar - 1
Sanity - 1
Simple - 1
Soul Shakedown Party - 1
Space Oddity - 1
Stealing Time From the Faulty Plan - 1
Steam - 1
Stray Dog - 1
The Man Who Stepped Into Yesterday - 1
The Moma Dance - 1
The Star-Spangled Banner - 1
Theme from the Bottom - 1
Timber (Jerry the Mule) - 1
Tube - 1
Walfredo - 1
Walls of the Cave - 1

First Set Closers

Run Like an Antelope - 8
David Bowie - 5
Blaze On - 4
Character Zero - 4
Fluffhead - 3
Ghost - 3
Split Open and Melt - 3
Walls of the Cave - 3
Cavern - 2
Drift While You're Sleeping - 2
More - 2
Possum - 2
Suzy Greenberg - 2
The Squirming Coil - 2
46 Days - 1
A Day in the Life - 1
Bathtub Gin - 1
Bold As Love - 1
Bug - 1
Chalk Dust Torture - 1
Fire - 1
First Tube - 1
Frankenstein - 1
Glory Days - 1
Golgi Apparatus - 1
Izabella - 1
Life Saving Gun - 1
Monkey Man - 1
Most Events Aren't Planned - 1
My Soul - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Sample in a Jar - 1
Taste - 1
The Curtain With - 1
The Lizards - 1
The Rover - 1
Time Turns Elastic - 1
Walk Away - 1
Weekapaug Groove - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 6
Rock and Roll - 5
AC/DC Bag - 4
Chalk Dust Torture - 3
Halley's Comet - 3
Sand - 3
Set Your Soul Free - 3
Birds of a Feather - 2
Crosseyed and Painless - 2
Everything's Right - 2
Ghost - 2
Mike's Song - 2
Party Time - 2
Punch You in the Eye - 2
Tweezer - 2
Backwards Down the Number Line - 1
Bathtub Gin - 1
Big Balls - 1
Drowned - 1
Fat Man in the Bathtub - 1
First Tube - 1
Fuego - 1
Golden Age - 1
Jam - 1
Life Saving Gun - 1
Loving Cup - 1
Meatstick - 1
More - 1
Mr. Completely - 1
No Men In No Man's Land - 1
Oblivion - 1
Pebbles and Marbles - 1
Possum - 1
Prince Caspian - 1
Runaway Jim - 1
Say It To Me S.A.N.T.O.S. - 1
Sightless Escape - 1
The Oh Kee Pa Ceremony - 1
Tube - 1
Wilson - 1

Second Set Closers

You Enjoy Myself - 10
Character Zero - 5
Harry Hood - 4
Slave to the Traffic Light - 4
First Tube - 3
Loving Cup - 3
Split Open and Melt - 3
Suzy Greenberg - 3
Ghost - 2
Piper - 2
Possum - 2
Run Like an Antelope - 2
Say It To Me S.A.N.T.O.S. - 2
Tweezer Reprise - 2
Bathtub Gin - 1
Bug - 1
Carini - 1
Carolina - 1
Chalk Dust Torture - 1
David Bowie - 1
Dem Bones - 1
Down with Disease - 1
Everything's Right - 1
Feats Don't Fail Me Now - 1
Fluffhead - 1
Fuego - 1
Good Times Bad Times - 1
I Never Needed You Like This Before - 1
Joy - 1
Shine a Light - 1
The Squirming Coil - 1
The Star-Spangled Banner - 1
Tweezer - 1
Walls of the Cave - 1
While My Guitar Gently Weeps - 1

Third Set Openers

Down with Disease - 1
Fast Enough for You - 1
Golden Age - 1
Twist - 1

Third Set Closers

A Day in the Life - 1
Friday - 1
Slave to the Traffic Light - 1
You Enjoy Myself - 1

Fourth Set Openers

Storage Jam - 1

Fourth Set Closers

Sleeping Monkey - 1

Encores

Tweezer Reprise - 16
First Tube - 8
Loving Cup - 7
Character Zero - 5
Harry Hood - 5
Show of Life - 5
Slave to the Traffic Light - 5
Bug - 4
Say It To Me S.A.N.T.O.S. - 4
A Day in the Life - 3
Contact - 3
Run Like an Antelope - 3
Sleeping Monkey - 3
You Enjoy Myself - 3
Alumni Blues - 2
Bold As Love - 2
Bouncing Around the Room - 2
Drift While You're Sleeping - 2
Fee - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Joy - 2
Julius - 2
Sanity - 2
Suzy Greenberg - 2
A Life Beyond The Dream - 1
Axilla - 1
Backwards Down the Number Line - 1
Brian and Robert - 1
Dear Prudence - 1
Divided Sky - 1
Don't Doubt Me - 1
Down with Disease - 1
Evolve - 1
Fire - 1
Fluffhead - 1
Grind - 1
Happy Birthday to You - 1
Icculus - 1
Letter to Jimmy Page - 1
Limb By Limb - 1
Lonely Trip - 1
Makisupa Policeman - 1
More - 1
Pebbles and Marbles - 1
Proud Mary - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock 'n' Roll Suicide - 1
Rock and Roll - 1
Sabotage - 1
Shine a Light - 1
Silent in the Morning - 1
Space Oddity - 1
Split Open and Melt - 1
The Curtain With - 1
The Horse - 1
The Howling - 1
The Mango Song - 1
Theme from the Bottom - 1
Waste - 1
Weekapaug Groove - 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 2003

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 55 song debuts
0.77 debuts per show.
The most frequently played song you have seen debuted is Backwards Down the Number Line (148 times).

Sort by Earliest debuted Most often played

Breakup Song Breakdown

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

Anything But Me - 1
Carolina - 1
Cool Jerk - 1
Friday - 1
Proud Mary - 1
The Dickie Scotland Song - 1

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

Tweezer - 19
Tweezer Reprise - 18
Light - 15
Sand - 15
Suzy Greenberg - 14
Backwards Down the Number Line - 13
Birds of a Feather - 13
Fluffhead - 13
Bathtub Gin - 12
Loving Cup - 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