Shows by day of week

• Sunday- 17
• Monday- 1
• Tuesday- 2
• Wednesday- 4
• Thursday- 7
• Friday- 22
• Saturday- 19

Shows by month

• January - 3
• February - 5
• March -
• April - 3
• May -
• June - 3
• July - 11
• August - 16
• September - 7
• October - 10
• November - 5
• December - 9

Shows by year

• 2003- 1
• 2004- 0
• 2009- 0
• 2010- 2
• 2011- 3
• 2012- 4
• 2013- 5
• 2014- 2
• 2015- 3
• 2016- 6
• 2017- 12
• 2018- 5
• 2019- 9
• 2020- 0
• 2021- 8
• 2022- 6
• 2023- 5
• 2024- 1

Most Frequently Played Dates

• 10/31- 4
• 11/1- 3
• 12/30- 3
• 12/31- 3
• 9/1- 3
• 10/29- 2
• 11/2- 2
• 12/29- 2
• 1/13- 1
• 1/14- 1
• 1/15- 1
• 10/14- 1
• 10/15- 1
• 10/16- 1
• 10/30- 1
• 12/28- 1
• 2/16- 1
• 2/23- 1
• 2/24- 1
• 2/25- 1
• 2/26- 1

Shows by States

• NY - 19 (26%)
• NV - 10 (14%)
• CO - 9 (13%)
• Mexico - 7 (10%)
• NJ - 6 (8%)
• MD - 3 (4%)
• IL - 3 (4%)
• SC - 2 (3%)
• MA - 2 (3%)
• WI - 2 (3%)
• PA - 2 (3%)
• AL - 1 (1%)
• GA - 1 (1%)
• OK - 1 (1%)
• AR - 1 (1%)
• CT - 1 (1%)
• FL - 1 (1%)
• NC - 1 (1%)

Shows by Time Zone

• Eastern - 45 (63%)
• Pacific - 10 (14%)
• Mountain - 9 (13%)
• Central - 8 (11%)

Shows by Cities

• New York, NY - 14 (19%)
• Las Vegas, NV - 10 (14%)
• Commerce City, CO - 9 (13%)
• Quintana Roo, Mexico - 7 (10%)
• Atlantic City, NJ - 6 (8%)
• Watkins Glen, NY - 3 (4%)
• Columbia, MD - 3 (4%)
• Chicago, IL - 3 (4%)
• North Charleston, SC - 2 (3%)
• Boston, MA - 2 (3%)
• East Troy, WI - 2 (3%)
• Bethel, NY - 2 (3%)
• Oklahoma City, OK - 1 (1%)
• Jacksonville, FL - 1 (1%)
• Reading, PA - 1 (1%)
• Rogers, AR - 1 (1%)
• Hartford, CT - 1 (1%)
• Pittsburgh, PA - 1 (1%)
• Atlanta, GA - 1 (1%)
• Charlotte, NC - 1 (1%)
• Pelham, AL - 1 (1%)

Shows by Venues

• Madison Square Garden - 14 (19%)
• Dick's Sporting Goods Park - 9 (13%)
• MGM Grand Garden Arena - 8 (11%)
• Cancun - 4 (6%)
• Atlantic City Beach - 3 (4%)
• Merriweather Post Pavilion - 3 (4%)
• Watkins Glen International - 3 (4%)
• Riviera Maya - 3 (4%)
• Boardwalk Hall - 3 (4%)
• Bethel Woods Center for the Arts - 2 (3%)
• North Charleston Coliseum - 2 (3%)
• Wrigley Field - 2 (3%)
• Fenway Park - 2 (3%)
• Alpine Valley Music Theatre - 2 (3%)
• The Comcast Theatre - 1 (1%)
• Thomas & Mack Center - 1 (1%)
• Verizon Wireless Amphitheatre - Charlotte - 1 (1%)
• Oak Mountain Amphitheatre - 1 (1%)
• Walmart Arkansas Music Pavilion - 1 (1%)
• Santander Arena - 1 (1%)
• HiFi Buys Amphitheatre - 1 (1%)
• Oklahoma City Zoo Amphitheatre - 1 (1%)
• Jacksonville Veterans Memorial Arena - 1 (1%)
• Petersen Events Center - 1 (1%)
• Sphere - 1 (1%)
• Huntington Bank Pavilion at Northerly Island - 1 (1%)

316 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 21.3.
The average amount of times each song was played is 4.80.
There were 97 onetimers
1538 total songs have been played in the selected shows.

There were 3 one set shows
There were 59 two set shows
There were 9 three set shows
There were 1 four set shows
1 songs were in a three show rotation.
9 songs were in a four show rotation.
22 songs were in a five show rotation.

Total Times Played

Harry Hood - 24 (33%)
Sand - 21 (29%)
Ghost - 20 (27%)
Backwards Down the Number Line - 19 (26%)
Down with Disease - 19 (26%)
Tweezer Reprise - 19 (26%)
Twist - 19 (26%)
Free - 18 (25%)
Wolfman's Brother - 18 (25%)
46 Days - 17 (23%)
Fuego - 17 (23%)
Light - 17 (23%)
Tube - 17 (23%)
Tweezer - 17 (23%)
Blaze On - 16 (22%)
Character Zero - 16 (22%)
Possum - 16 (22%)
Back on the Train - 15 (20%)
Bathtub Gin - 15 (20%)
Run Like an Antelope - 15 (20%)
Slave to the Traffic Light - 15 (20%)
The Moma Dance - 15 (20%)
Chalk Dust Torture - 14 (19%)
Piper - 14 (19%)
The Wedge - 14 (19%)
Also Sprach Zarathustra - 13 (18%)
Bug - 12 (16%)
Carini - 12 (16%)
No Men In No Man's Land - 12 (16%)
Ocelot - 12 (16%)
Prince Caspian - 12 (16%)
Suzy Greenberg - 12 (16%)
Weekapaug Groove - 12 (16%)
What's the Use? - 12 (16%)
First Tube - 11 (15%)
Heavy Things - 11 (15%)
Mike's Song - 11 (15%)
Rift - 11 (15%)
555 - 10 (13%)
Birds of a Feather - 10 (13%)
Cavern - 10 (13%)
Golgi Apparatus - 10 (13%)
Kill Devil Falls - 10 (13%)
Mercury - 10 (13%)
My Friend, My Friend - 10 (13%)
Poor Heart - 10 (13%)
Theme From the Bottom - 10 (13%)
AC/DC Bag - 9 (12%)
David Bowie - 9 (12%)
Funky Bitch - 9 (12%)
Halley's Comet - 9 (12%)
Loving Cup - 9 (12%)
Reba - 9 (12%)
Roggae - 9 (12%)
Runaway Jim - 9 (12%)
Simple - 9 (12%)
Wading in the Velvet Sea - 9 (12%)
Wilson - 9 (12%)
You Enjoy Myself - 9 (12%)
Axilla - 8 (11%)
Bouncing Around the Room - 8 (11%)
Everything's Right - 8 (11%)
Fluffhead - 8 (11%)
Joy - 8 (11%)
Julius - 8 (11%)
Maze - 8 (11%)
Meatstick - 8 (11%)
More - 8 (11%)
Rise/Come Together - 8 (11%)
Set Your Soul Free - 8 (11%)
Silent in the Morning - 8 (11%)
Split Open and Melt - 8 (11%)
Steam - 8 (11%)
Undermind - 8 (11%)
Boogie On Reggae Woman - 7 (9%)
Golden Age - 7 (9%)
Martian Monster - 7 (9%)
NICU - 7 (9%)
Sample in a Jar - 7 (9%)
Say It To Me S.A.N.T.O.S. - 7 (9%)
The Horse - 7 (9%)
Waves - 7 (9%)
A Song I Heard the Ocean Sing - 6 (8%)
About to Run - 6 (8%)
Big Black Furry Creature from Mars - 6 (8%)
Crosseyed and Painless - 6 (8%)
Divided Sky - 6 (8%)
Good Times Bad Times - 6 (8%)
Horn - 6 (8%)
Lawn Boy - 6 (8%)
Stash - 6 (8%)
Stealing Time From the Faulty Plan - 6 (8%)
Yarmouth Road - 6 (8%)
A Wave of Hope - 5 (6%)
Axilla (Part II) - 5 (6%)
Breath and Burning - 5 (6%)
Camel Walk - 5 (6%)
Cars Trucks Buses - 5 (6%)
Cities - 5 (6%)
Contact - 5 (6%)
Gotta Jibboo - 5 (6%)
Gumbo - 5 (6%)
I Am Hydrogen - 5 (6%)
Punch You in the Eye - 5 (6%)
Rocky Top - 5 (6%)
Roses Are Free - 5 (6%)
Ruby Waves - 5 (6%)
Saw It Again - 5 (6%)
Scents and Subtle Sounds - 5 (6%)
Sigma Oasis - 5 (6%)
Soul Planet - 5 (6%)
The Final Hurrah - 5 (6%)
Timber (Jerry the Mule) - 5 (6%)
Turtle in the Clouds - 5 (6%)
Twenty Years Later - 5 (6%)
Waste - 5 (6%)
Ya Mar - 5 (6%)
A Life Beyond The Dream - 4 (5%)
Alaska - 4 (5%)
Ass Handed - 4 (5%)
Brian and Robert - 4 (5%)
Buried Alive - 4 (5%)
Death Don't Hurt Very Long - 4 (5%)
Destiny Unbound - 4 (5%)
Drift While You're Sleeping - 4 (5%)
Guyute - 4 (5%)
McGrupp and the Watchful Hosemasters - 4 (5%)
My Soul - 4 (5%)
Party Time - 4 (5%)
Plasma - 4 (5%)
Quinn the Eskimo (The Mighty Quinn) - 4 (5%)
Rock and Roll - 4 (5%)
Scent of a Mule - 4 (5%)
Sleeping Monkey - 4 (5%)
Sneakin' Sally Through the Alley - 4 (5%)
Sparkle - 4 (5%)
The Sloth - 4 (5%)
The Squirming Coil - 4 (5%)
Waiting All Night - 4 (5%)
Walls of the Cave - 4 (5%)
Wingsuit - 4 (5%)
Winterqueen - 4 (5%)
Auld Lang Syne - 3 (4%)
Crazy Sometimes - 3 (4%)
Farmhouse - 3 (4%)
Frankenstein - 3 (4%)
Fuck Your Face - 3 (4%)
Halfway to the Moon - 3 (4%)
Home - 3 (4%)
I Always Wanted It This Way - 3 (4%)
I Didn't Know - 3 (4%)
If I Could - 3 (4%)
Limb By Limb - 3 (4%)
Llama - 3 (4%)
Lonely Trip - 3 (4%)
Miss You - 3 (4%)
Most Events Aren't Planned - 3 (4%)
Mound - 3 (4%)
My Sweet One - 3 (4%)
Petrichor - 3 (4%)
Seven Below - 3 (4%)
Shade - 3 (4%)
Soul Shakedown Party - 3 (4%)
The Dogs - 3 (4%)
The Lizards - 3 (4%)
Waking Up Dead - 3 (4%)
Walk Away - 3 (4%)
Weigh - 3 (4%)
Wombat - 3 (4%)
Your Pet Cat - 3 (4%)
A Day in the Life - 2 (2%)
Beauty of My Dreams - 2 (2%)
Bike - 2 (2%)
Billy Breathes - 2 (2%)
Catapult - 2 (2%)
Colonel Forbin's Ascent - 2 (2%)
Devotion To a Dream - 2 (2%)
Dinner and a Movie - 2 (2%)
Dog Faced Boy - 2 (2%)
Dogs Stole Things - 2 (2%)
Don't Doubt Me - 2 (2%)
Drowned - 2 (2%)
Esther - 2 (2%)
Fast Enough for You - 2 (2%)
Fire - 2 (2%)
Fly Famous Mockingbird - 2 (2%)
Frankie Says - 2 (2%)
Ginseng Sullivan - 2 (2%)
Grind - 2 (2%)
Ha Ha Ha - 2 (2%)
Hold Your Head Up - 2 (2%)
I Am the Walrus - 2 (2%)
I Been Around - 2 (2%)
I Never Needed You Like This Before - 2 (2%)
It's Ice - 2 (2%)
Lengthwise - 2 (2%)
Makisupa Policeman - 2 (2%)
Meat - 2 (2%)
Mr. Completely - 2 (2%)
Nellie Kane - 2 (2%)
No Quarter - 2 (2%)
Sanity - 2 (2%)
Show of Life - 2 (2%)
Sing Monica - 2 (2%)
Stray Dog - 2 (2%)
Sugar Shack - 2 (2%)
Taste - 2 (2%)
The Ballad of Curtis Loew - 2 (2%)
The Curtain With - 2 (2%)
The Howling - 2 (2%)
The Line - 2 (2%)
The Mango Song - 2 (2%)
The Star-Spangled Banner - 2 (2%)
The Very Long Fuse - 2 (2%)
Things People Do - 2 (2%)
Vultures - 2 (2%)
We Are Come to Outlive Our Brains - 2 (2%)
When the Circus Comes - 2 (2%)
While My Guitar Gently Weeps - 2 (2%)
Access Me - 1 (1%)
After Midnight - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Amidst the Peals of Laughter - 1 (1%)
Anything But Me - 1 (1%)
Army of One - 1 (1%)
Avenu Malkenu - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Beneath a Sea of Stars Part 1 - 1 (1%)
Big Balls - 1 (1%)
Bliss - 1 (1%)
Bold As Love - 1 (1%)
Brother - 1 (1%)
Buffalo Bill - 1 (1%)
Burn That Bridge - 1 (1%)
Can't Always Listen - 1 (1%)
Clear Your Mind - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Corinna - 1 (1%)
Dem Bones - 1 (1%)
Dirt - 1 (1%)
Driver - 1 (1%)
Egg in a Hole - 1 (1%)
Evening Song - 1 (1%)
Everything In Its Right Place - 1 (1%)
Everything is Hollow - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Fee - 1 (1%)
Friday - 1 (1%)
Friend - 1 (1%)
Frost - 1 (1%)
Get More Down - 1 (1%)
Golden Lady - 1 (1%)
Gone - 1 (1%)
Guelah Papyrus - 1 (1%)
Happy Birthday to You - 1 (1%)
Harpua - 1 (1%)
I Am in Miami - 1 (1%)
Intro - 1 (1%)
Is This What You Wanted - 1 (1%)
Izabella - 1 (1%)
Jam - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Knuckle Bone Broth Avenue - 1 (1%)
Let Me Lie - 1 (1%)
Letter to Jimmy Page - 1 (1%)
Life on Mars? - 1 (1%)
Manteca - 1 (1%)
Marissa - 1 (1%)
Mexican Cousin - 1 (1%)
Monkey Man - 1 (1%)
Mountains in the Mist - 1 (1%)
Mull - 1 (1%)
Nothing - 1 (1%)
Olivia's Pool - 1 (1%)
On the Road Again - 1 (1%)
Passing Through - 1 (1%)
Peaches en Regalia - 1 (1%)
Pebbles and Marbles - 1 (1%)
Play by Play - 1 (1%)
Rescue Squad - 1 (1%)
Round Room - 1 (1%)
See That My Grave Is Kept Clean - 1 (1%)
Send in the Clowns - 1 (1%)
Shaggy Dog - 1 (1%)
Shine a Light - 1 (1%)
Shipwreck - 1 (1%)
Sightless Escape - 1 (1%)
Snow - 1 (1%)
Something Living Here - 1 (1%)
Space Oddity - 1 (1%)
Starman - 1 (1%)
Storage Jam - 1 (1%)
Strange Design - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Susskind Hotel - 1 (1%)
Thanksgiving - 1 (1%)
The 9th Cube - 1 (1%)
The Birds - 1 (1%)
The Chinese Water Torture - 1 (1%)
The Curtain - 1 (1%)
The Haunted House - 1 (1%)
The Inner Reaches of Outer - 1 (1%)
The Landlady - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
The Unsafe Bridge - 1 (1%)
The Unwinding - 1 (1%)
Thread - 1 (1%)
Timber - 1 (1%)
Time Loves a Hero - 1 (1%)
Torn and Frayed - 1 (1%)
Train Song - 1 (1%)
Uncle Pen - 1 (1%)
Water in the Sky - 1 (1%)
You Never Know - 1 (1%)
mercy - 1 (1%)

First Set Openers

Cars Trucks Buses - 4
Blaze On - 3
Buried Alive - 3
Cavern - 3
Free - 3
The Moma Dance - 3
AC/DC Bag - 2
Carini - 2
Everything's Right - 2
Kill Devil Falls - 2
Llama - 2
Possum - 2
Sigma Oasis - 2
Soul Shakedown Party - 2
Tube - 2
Wilson - 2
Boogie On Reggae Woman - 1
Can't Always Listen - 1
Cities - 1
David Bowie - 1
Dinner and a Movie - 1
Dogs Stole Things - 1
Evening Song - 1
Fuego - 1
Ghost - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Harry Hood - 1
Heavy Things - 1
I Never Needed You Like This Before - 1
Martian Monster - 1
Mike's Song - 1
My Soul - 1
No Men In No Man's Land - 1
Olivia's Pool - 1
Petrichor - 1
Prince Caspian - 1
Punch You in the Eye - 1
Sample in a Jar - 1
Sand - 1
See That My Grave Is Kept Clean - 1
Stray Dog - 1
Suzy Greenberg - 1
The Curtain With - 1
The Dogs - 1
The Landlady - 1
The Very Long Fuse - 1
Turtle in the Clouds - 1
Undermind - 1

First Set Closers

David Bowie - 5
More - 5
Bathtub Gin - 3
Blaze On - 3
Character Zero - 3
Split Open and Melt - 3
The Squirming Coil - 3
Walls of the Cave - 3
Wolfman's Brother - 3
46 Days - 2
Chalk Dust Torture - 2
Drift While You're Sleeping - 2
First Tube - 2
Ghost - 2
Run Like an Antelope - 2
Sand - 2
Suzy Greenberg - 2
Weekapaug Groove - 2
Fluffhead - 1
Free - 1
Good Times Bad Times - 1
I Always Wanted It This Way - 1
I Am the Walrus - 1
Izabella - 1
Julius - 1
Monkey Man - 1
Most Events Aren't Planned - 1
Pebbles and Marbles - 1
Plasma - 1
Possum - 1
Prince Caspian - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rise/Come Together - 1
Rock and Roll - 1
Runaway Jim - 1
Say It To Me S.A.N.T.O.S. - 1
Theme From the Bottom - 1
Walk Away - 1
While My Guitar Gently Weeps - 1
Wingsuit - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 10
Possum - 4
Carini - 3
Crosseyed and Painless - 3
Sand - 3
Tweezer - 3
A Wave of Hope - 2
Ghost - 2
No Men In No Man's Land - 2
Punch You in the Eye - 2
Run Like an Antelope - 2
Set Your Soul Free - 2
Wilson - 2
A Song I Heard the Ocean Sing - 1
Ass Handed - 1
Back on the Train - 1
Big Balls - 1
Blaze On - 1
Chalk Dust Torture - 1
Dem Bones - 1
Dogs Stole Things - 1
Everything's Right - 1
First Tube - 1
I Never Needed You Like This Before - 1
Intro - 1
Jam - 1
Kill Devil Falls - 1
Knuckle Bone Broth Avenue - 1
Mercury - 1
Mike's Song - 1
Mr. Completely - 1
Prince Caspian - 1
Rock and Roll - 1
Runaway Jim - 1
Sightless Escape - 1
Simple - 1
Soul Planet - 1
Turtle in the Clouds - 1
Tweezer Reprise - 1
Twist - 1
Wingsuit - 1
Wolfman's Brother - 1

Second Set Closers

Slave to the Traffic Light - 9
Harry Hood - 8
Character Zero - 6
Suzy Greenberg - 6
Run Like an Antelope - 5
Backwards Down the Number Line - 3
You Enjoy Myself - 3
Cavern - 2
First Tube - 2
Loving Cup - 2
Possum - 2
Tweezer Reprise - 2
Bathtub Gin - 1
Carini - 1
Farmhouse - 1
Fluffhead - 1
Golgi Apparatus - 1
Grind - 1
I Am in Miami - 1
Martian Monster - 1
More - 1
Passing Through - 1
Piper - 1
Rocky Top - 1
Say It To Me S.A.N.T.O.S. - 1
Split Open and Melt - 1
The Star-Spangled Banner - 1
Wading in the Velvet Sea - 1
Walk Away - 1
Walls of the Cave - 1
You Never Know - 1

Third Set Openers

Meatstick - 2
Carini - 1
Free - 1
Ghost - 1
Golden Age - 1
Punch You in the Eye - 1
Send in the Clowns - 1
Set Your Soul Free - 1
Soul Planet - 1

Third Set Closers

Run Like an Antelope - 2
A Day in the Life - 1
Drift While You're Sleeping - 1
First Tube - 1
Good Times Bad Times - 1
Grind - 1
Split Open and Melt - 1
Tweezer Reprise - 1
You Enjoy Myself - 1

Fourth Set Openers

Storage Jam - 1

Fourth Set Closers

Sleeping Monkey - 1

Encores

Tweezer Reprise - 16
Bug - 6
Character Zero - 6
Loving Cup - 6
A Life Beyond The Dream - 4
First Tube - 4
Good Times Bad Times - 4
Hold Your Head Up - 4
Rocky Top - 4
Slave to the Traffic Light - 4
Contact - 3
Frankenstein - 3
Harry Hood - 3
Run Like an Antelope - 3
Say It To Me S.A.N.T.O.S. - 3
Silent in the Morning - 3
Sleeping Monkey - 3
The Horse - 3
Bike - 2
Golgi Apparatus - 2
Julius - 2
Rise/Come Together - 2
Show of Life - 2
The Wedge - 2
Tube - 2
46 Days - 1
A Day in the Life - 1
Backwards Down the Number Line - 1
Big Black Furry Creature from Mars - 1
Bouncing Around the Room - 1
Brian and Robert - 1
Buffalo Bill - 1
Drowned - 1
Fee - 1
Fire - 1
Fluffhead - 1
Friday - 1
Fuck Your Face - 1
Heavy Things - 1
I Am the Walrus - 1
Is This What You Wanted - 1
It's Ice - 1
Joy - 1
Lawn Boy - 1
Martian Monster - 1
McGrupp and the Watchful Hosemasters - 1
Meatstick - 1
More - 1
On the Road Again - 1
Possum - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Reba - 1
Rescue Squad - 1
Rock and Roll - 1
Shine a Light - 1
Sing Monica - 1
Sneakin' Sally Through the Alley - 1
Space Oddity - 1
The Ballad of Curtis Loew - 1
The Squirming Coil - 1
The Star-Spangled Banner - 1
Things People Do - 1
Twenty Years Later - 1
Vultures - 1
Wading in the Velvet Sea - 1
Waiting All Night - 1
Waste - 1
Wilson - 1
Winterqueen - 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 69 song debuts
0.96 debuts per show.
The most frequently played song you have seen debuted is Fuego (83 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
Friday - 1
Golden Lady - 1
Pebbles and Marbles - 1
Round Room - 1

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

Harry Hood - 24
Sand - 21
Ghost - 20
Backwards Down the Number Line - 19
Tweezer Reprise - 19
Twist - 19
Free - 18
Wolfman's Brother - 18
46 Days - 17
Fuego - 17

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