Shows by day of week

• Sunday- 15
• Monday- 7
• Tuesday- 4
• Wednesday- 6
• Thursday- 3
• Friday- 14
• Saturday- 15

Shows by month

• January -
• February -
• March - 3
• April -
• May -
• June - 13
• July - 19
• August - 22
• September - 1
• October - 2
• November - 4
• December -

Shows by year

• 1995- 1
• 1996- 3
• 1997- 6
• 1998- 9
• 1999- 5
• 2000- 6
• 2001- 0
• 2002- 0
• 2003- 3
• 2004- 2
• 2009- 7
• 2010- 5
• 2011- 5
• 2012- 2
• 2013- 0
• 2014- 0
• 2015- 0
• 2016- 1
• 2017- 0
• 2018- 0
• 2019- 0
• 2020- 0
• 2021- 3
• 2022- 3
• 2023- 0
• 2024- 3
• 2025- 0
• 2026- 0

Most Frequently Played Dates

• 6/19- 2
• 6/4- 2
• 6/5- 2
• 7/23- 2
• 8/10- 2
• 8/12- 2
• 8/13- 2
• 8/2- 2
• 8/3- 2
• 8/6- 2
• 8/8- 2
• 8/9- 2
• 10/30- 1
• 10/31- 1
• 11/1- 1
• 11/14- 1
• 11/15- 1
• 11/23- 1
• 3/6- 1
• 3/7- 1
• 3/8- 1

Shows by States

• IN - 32 (50%)
• WI - 7 (11%)
• OH - 7 (11%)
• VA - 4 (6%)
• NY - 3 (5%)
• CA - 3 (5%)
• IL - 2 (3%)
• TN - 2 (3%)
• MO - 2 (3%)
• NC - 1 (2%)
• KS - 1 (2%)

Shows by Time Zone

• Eastern - 47 (73%)
• Central - 14 (22%)
• Pacific - 3 (5%)
• Mountain - 0 (0%)

Shows by Cities

• Noblesville, IN - 32 (50%)
• East Troy, WI - 7 (11%)
• Columbus, OH - 4 (6%)
• Watkins Glen, NY - 3 (5%)
• Hampton, VA - 3 (5%)
• Indio, CA - 3 (5%)
• Cincinnati, OH - 2 (3%)
• Maryland Heights, MO - 2 (3%)
• Murfreesboro, TN - 1 (2%)
• Tinley Park, IL - 1 (2%)
• Bonner Springs, KS - 1 (2%)
• Winston-Salem, NC - 1 (2%)
• Memphis, TN - 1 (2%)
• Virginia Beach, VA - 1 (2%)
• Bridgeview, IL - 1 (2%)
• Cuyahoga Falls, OH - 1 (2%)

Shows by Venues

• Ruoff Music Center - 32 (50%)
• Alpine Valley Music Theatre - 7 (11%)
• Polaris Amphitheater - 4 (6%)
• Empire Polo Club - 3 (5%)
• Watkins Glen International - 3 (5%)
• Hampton Coliseum - 3 (5%)
• Riverport Amphitheater - 2 (3%)
• World Music Theatre - 1 (2%)
• Verizon Wireless Amphitheater Kansas City - 1 (2%)
• GTE Virginia Beach Amphitheater - 1 (2%)
• Toyota Park - 1 (2%)
• Blossom Music Center - 1 (2%)
• Riverbend Music Center - 1 (2%)
• Lawrence Joel Veterans Memorial Coliseum - 1 (2%)
• U.S. Bank Arena - 1 (2%)
• Pyramid Arena - 1 (2%)
• Middle Tennessee State University - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 30 (47%)
• After hiatus - 34 (53%)

321 different songs have been played (32% of songs Phish have played).
The average number of songs per show is 21.1.
The average amount of times each song was played is 4.10.
There were 128 onetimers
1352 total songs have been played in the selected shows.

There were 61 two set shows
There were 2 three set shows
There were 1 four set shows
5 songs were in a four show rotation.
19 songs were in a five show rotation.

Total Times Played

Run Like an Antelope - 20 (31%)
Down with Disease - 19 (29%)
Cavern - 16 (25%)
David Bowie - 16 (25%)
Possum - 16 (25%)
Bathtub Gin - 15 (23%)
Limb By Limb - 15 (23%)
Punch You in the Eye - 15 (23%)
AC/DC Bag - 14 (21%)
Mike's Song - 14 (21%)
You Enjoy Myself - 14 (21%)
Back on the Train - 13 (20%)
Birds of a Feather - 13 (20%)
Chalk Dust Torture - 13 (20%)
Character Zero - 13 (20%)
Loving Cup - 13 (20%)
Stash - 13 (20%)
Tweezer Reprise - 13 (20%)
Weekapaug Groove - 13 (20%)
Ghost - 12 (18%)
Piper - 12 (18%)
Reba - 12 (18%)
Slave to the Traffic Light - 12 (18%)
Split Open and Melt - 12 (18%)
The Moma Dance - 12 (18%)
Theme from the Bottom - 12 (18%)
Tweezer - 12 (18%)
Free - 11 (17%)
Julius - 11 (17%)
Prince Caspian - 11 (17%)
Runaway Jim - 11 (17%)
Tube - 11 (17%)
Twist - 11 (17%)
Wolfman's Brother - 11 (17%)
Also Sprach Zarathustra - 10 (15%)
Fluffhead - 10 (15%)
Harry Hood - 10 (15%)
Lawn Boy - 10 (15%)
Maze - 10 (15%)
NICU - 10 (15%)
Rift - 10 (15%)
Sparkle - 10 (15%)
Boogie On Reggae Woman - 9 (14%)
Bouncing Around the Room - 9 (14%)
My Friend, My Friend - 9 (14%)
Suzy Greenberg - 9 (14%)
Taste - 9 (14%)
Waste - 9 (14%)
Wilson - 9 (14%)
Divided Sky - 8 (12%)
First Tube - 8 (12%)
Golgi Apparatus - 8 (12%)
Gotta Jibboo - 8 (12%)
Guyute - 8 (12%)
My Soul - 8 (12%)
Poor Heart - 8 (12%)
Sample in a Jar - 8 (12%)
The Lizards - 8 (12%)
The Mango Song - 8 (12%)
The Wedge - 8 (12%)
Water in the Sky - 8 (12%)
Cars Trucks Buses - 7 (10%)
I Didn't Know - 7 (10%)
Silent in the Morning - 7 (10%)
Simple - 7 (10%)
Stealing Time From the Faulty Plan - 7 (10%)
The Horse - 7 (10%)
The Squirming Coil - 7 (10%)
Ya Mar - 7 (10%)
46 Days - 6 (9%)
Backwards Down the Number Line - 6 (9%)
Bug - 6 (9%)
Cities - 6 (9%)
Contact - 6 (9%)
Crosseyed and Painless - 6 (9%)
Funky Bitch - 6 (9%)
Gumbo - 6 (9%)
Halley's Comet - 6 (9%)
Heavy Things - 6 (9%)
Hold Your Head Up - 6 (9%)
Horn - 6 (9%)
It's Ice - 6 (9%)
Light - 6 (9%)
Roggae - 6 (9%)
Sand - 6 (9%)
Scent of a Mule - 6 (9%)
Strange Design - 6 (9%)
Timber (Jerry the Mule) - 6 (9%)
A Day in the Life - 5 (7%)
Axilla - 5 (7%)
Billy Breathes - 5 (7%)
Brian and Robert - 5 (7%)
Camel Walk - 5 (7%)
Dirt - 5 (7%)
Esther - 5 (7%)
Farmhouse - 5 (7%)
Foam - 5 (7%)
Guelah Papyrus - 5 (7%)
Kill Devil Falls - 5 (7%)
Makisupa Policeman - 5 (7%)
McGrupp and the Watchful Hosemasters - 5 (7%)
Meatstick - 5 (7%)
Ocelot - 5 (7%)
Rock and Roll - 5 (7%)
Sneakin' Sally Thru the Alley - 5 (7%)
Vultures - 5 (7%)
What's the Use? - 5 (7%)
When the Circus Comes - 5 (7%)
While My Guitar Gently Weeps - 5 (7%)
Army of One - 4 (6%)
Beauty of My Dreams - 4 (6%)
Driver - 4 (6%)
Fee - 4 (6%)
Frankenstein - 4 (6%)
Joy - 4 (6%)
Rocky Top - 4 (6%)
Scents and Subtle Sounds - 4 (6%)
Tela - 4 (6%)
The Oh Kee Pa Ceremony - 4 (6%)
Train Song - 4 (6%)
Wading in the Velvet Sea - 4 (6%)
Walls of the Cave - 4 (6%)
A Song I Heard the Ocean Sing - 3 (4%)
Big Black Furry Creature from Mars - 3 (4%)
Buffalo Bill - 3 (4%)
Carini - 3 (4%)
Dog Faced Boy - 3 (4%)
Drift While You're Sleeping - 3 (4%)
Drowned - 3 (4%)
Fire - 3 (4%)
Fuck Your Face - 3 (4%)
Glide - 3 (4%)
Golden Age - 3 (4%)
Good Times Bad Times - 3 (4%)
Grind - 3 (4%)
Hello My Baby - 3 (4%)
I Am Hydrogen - 3 (4%)
Jam - 3 (4%)
Kung - 3 (4%)
Llama - 3 (4%)
Meat - 3 (4%)
Mound - 3 (4%)
Party Time - 3 (4%)
Sanity - 3 (4%)
Show of Life - 3 (4%)
Sleeping Monkey - 3 (4%)
The Curtain - 3 (4%)
The Curtain With - 3 (4%)
The Old Home Place - 3 (4%)
Undermind - 3 (4%)
Waves - 3 (4%)
Weigh - 3 (4%)
A Wave of Hope - 2 (3%)
Alaska - 2 (3%)
Avenu Malkenu - 2 (3%)
Beauty of a Broken Heart - 2 (3%)
Bike - 2 (3%)
Bittersweet Motel - 2 (3%)
Buried Alive - 2 (3%)
Catapult - 2 (3%)
Crowd Control - 2 (3%)
Destiny Unbound - 2 (3%)
Everything's Right - 2 (3%)
Fast Enough for You - 2 (3%)
Fikus - 2 (3%)
Happy Birthday to You - 2 (3%)
Izabella - 2 (3%)
Let Me Lie - 2 (3%)
Life on Mars? - 2 (3%)
Lifeboy - 2 (3%)
Magilla - 2 (3%)
Mercury - 2 (3%)
Mountains in the Mist - 2 (3%)
My Mind's Got a Mind of its Own - 2 (3%)
My Sweet One - 2 (3%)
Nellie Kane - 2 (3%)
Over the Rainbow - 2 (3%)
Pebbles and Marbles - 2 (3%)
Quinn the Eskimo (The Mighty Quinn) - 2 (3%)
Ride Captain Ride - 2 (3%)
Roses Are Free - 2 (3%)
Saw It Again - 2 (3%)
Seven Below - 2 (3%)
Shade - 2 (3%)
Sigma Oasis - 2 (3%)
Sugar Shack - 2 (3%)
The Man Who Stepped Into Yesterday - 2 (3%)
Time Turns Elastic - 2 (3%)
Torn and Frayed - 2 (3%)
Twenty Years Later - 2 (3%)
Walk Away - 2 (3%)
Whipping Post - 2 (3%)
Wingsuit - 2 (3%)
Acoustic Army - 1 (1%)
Ain't Love Funny - 1 (1%)
Albuquerque - 1 (1%)
All Down the Line - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Axilla (Part II) - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Been Caught Stealing - 1 (1%)
Big Balls - 1 (1%)
Black-Eyed Katy - 1 (1%)
Blaze On - 1 (1%)
Bold As Love - 1 (1%)
Breath and Burning - 1 (1%)
Brother - 1 (1%)
Bye Bye Foot - 1 (1%)
Casino Boogie - 1 (1%)
Casual Enlightenment - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool It Down - 1 (1%)
Crossroads - 1 (1%)
Dinner and a Movie - 1 (1%)
Dog Log - 1 (1%)
Dogs Stole Things - 1 (1%)
Emotional Rescue - 1 (1%)
Evolve - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Frankie Says - 1 (1%)
Friday - 1 (1%)
Fuego - 1 (1%)
Ginseng Sullivan - 1 (1%)
Guy Forget - 1 (1%)
Halfway to the Moon - 1 (1%)
Happy - 1 (1%)
Have Mercy - 1 (1%)
Hoochie Coochie Man - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Can't Turn You Loose Jam - 1 (1%)
I Get a Kick Out of You - 1 (1%)
I Just Want To See His Face - 1 (1%)
I Never Needed You Like This Before - 1 (1%)
If I Could - 1 (1%)
If You Need a Fool - 1 (1%)
Invisible - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Knuckle Bone Broth Avenue - 1 (1%)
La Grange - 1 (1%)
Lengthwise - 1 (1%)
Let It Loose - 1 (1%)
Life Saving Gun - 1 (1%)
Low Rider - 1 (1%)
Messin' with The Kid - 1 (1%)
Mexican Cousin - 1 (1%)
Moby Dick - 1 (1%)
Monkey Man - 1 (1%)
Monsters - 1 (1%)
More - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mull - 1 (1%)
My Left Toe - 1 (1%)
NO2 - 1 (1%)
No Men In No Man's Land - 1 (1%)
No Quarter - 1 (1%)
Nothing - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
On Your Way Down - 1 (1%)
Peaches en Regalia - 1 (1%)
Pillow Jets - 1 (1%)
Plasma - 1 (1%)
Purple Rain - 1 (1%)
Ramble On - 1 (1%)
Rhinoceros - 1 (1%)
Rip This Joint - 1 (1%)
Rise/Come Together - 1 (1%)
Rock A William - 1 (1%)
Rocket in My Pocket - 1 (1%)
Rocks Off - 1 (1%)
Rotation Jam - 1 (1%)
Ruby Waves - 1 (1%)
Say It To Me S.A.N.T.O.S. - 1 (1%)
Secret Smile - 1 (1%)
Sexual Healing - 1 (1%)
Shake Your Hips - 1 (1%)
She Thinks I Still Care - 1 (1%)
Shine a Light - 1 (1%)
Sleep - 1 (1%)
Sleep Again - 1 (1%)
So Lonely - 1 (1%)
Something - 1 (1%)
Soul Planet - 1 (1%)
Soul Shakedown Party - 1 (1%)
Soul Survivor - 1 (1%)
Steam - 1 (1%)
Steep - 1 (1%)
Stop Breaking Down - 1 (1%)
Storage Jam - 1 (1%)
Strawberry Letter 23 - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Adeline - 1 (1%)
Sweet Black Angel - 1 (1%)
Sweet Jane - 1 (1%)
Sweet Virginia - 1 (1%)
Swept Away - 1 (1%)
Talk - 1 (1%)
Terrapin - 1 (1%)
Terrapin Station - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birdwatcher - 1 (1%)
The Connection - 1 (1%)
The Dogs - 1 (1%)
The Final Hurrah - 1 (1%)
The Happy Whip and Dung Song - 1 (1%)
The Howling - 1 (1%)
The Inlaw Josie Wales - 1 (1%)
The Sloth - 1 (1%)
The Star-Spangled Banner - 1 (1%)
Thunderhead - 1 (1%)
Time Loves a Hero - 1 (1%)
Tumbling Dice - 1 (1%)
Turd on the Run - 1 (1%)
Turtle in the Clouds - 1 (1%)
Uncle Pen - 1 (1%)
Ventilator Blues - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
Wombat - 1 (1%)
Woodstock - 1 (1%)
You Better Believe It Baby - 1 (1%)

First Set Openers

My Friend, My Friend - 5
Punch You in the Eye - 4
Theme from the Bottom - 3
Ya Mar - 3
AC/DC Bag - 2
Bathtub Gin - 2
Cars Trucks Buses - 2
Crowd Control - 2
Party Time - 2
Runaway Jim - 2
Sample in a Jar - 2
Tube - 2
Back on the Train - 1
Backwards Down the Number Line - 1
Carini - 1
Chalk Dust Torture - 1
Cities - 1
Divided Sky - 1
Down with Disease - 1
Emotional Rescue - 1
Farmhouse - 1
Fluffhead - 1
Funky Bitch - 1
Guyute - 1
Kill Devil Falls - 1
Llama - 1
Loving Cup - 1
Makisupa Policeman - 1
Meat - 1
Mike's Song - 1
My Soul - 1
NICU - 1
Possum - 1
Ramble On - 1
Rhinoceros - 1
Roggae - 1
Sanity - 1
Scents and Subtle Sounds - 1
Sigma Oasis - 1
Soul Shakedown Party - 1
The Birdwatcher - 1
Turtle in the Clouds - 1
Tweezer - 1
Water in the Sky - 1
While My Guitar Gently Weeps - 1

First Set Closers

Run Like an Antelope - 8
David Bowie - 7
Cavern - 6
Character Zero - 5
Possum - 3
Birds of a Feather - 2
Funky Bitch - 2
Split Open and Melt - 2
Stash - 2
Time Turns Elastic - 2
A Day in the Life - 1
Backwards Down the Number Line - 1
Crossroads - 1
First Tube - 1
Fluffhead - 1
Frankenstein - 1
Golgi Apparatus - 1
Harry Hood - 1
Izabella - 1
Julius - 1
La Grange - 1
McGrupp and the Watchful Hosemasters - 1
Monkey Man - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rock and Roll - 1
Slave to the Traffic Light - 1
Stealing Time From the Faulty Plan - 1
Suzy Greenberg - 1
The Moma Dance - 1
The Squirming Coil - 1
Tweezer Reprise - 1
Walls of the Cave - 1
Weekapaug Groove - 1
While My Guitar Gently Weeps - 1
You Enjoy Myself - 1

Second Set Openers

AC/DC Bag - 4
Down with Disease - 4
Birds of a Feather - 3
Ghost - 3
Runaway Jim - 3
Bathtub Gin - 2
Gotta Jibboo - 2
Halley's Comet - 2
Mike's Song - 2
Punch You in the Eye - 2
Timber (Jerry the Mule) - 2
Wilson - 2
Wolfman's Brother - 2
A Song I Heard the Ocean Sing - 1
Also Sprach Zarathustra - 1
Backwards Down the Number Line - 1
Big Balls - 1
Buried Alive - 1
Carini - 1
Chalk Dust Torture - 1
Cities - 1
David Bowie - 1
Drowned - 1
Everything's Right - 1
Gumbo - 1
Heavy Things - 1
Jam - 1
Light - 1
No Men In No Man's Land - 1
Piper - 1
Possum - 1
Rock and Roll - 1
Rocks Off - 1
Sand - 1
Simple - 1
Split Open and Melt - 1
Suzy Greenberg - 1
The Curtain - 1
The Oh Kee Pa Ceremony - 1
The Sloth - 1
The Wedge - 1
Tube - 1
Tweezer - 1
You Enjoy Myself - 1

Second Set Closers

Character Zero - 6
Possum - 6
You Enjoy Myself - 5
Run Like an Antelope - 4
Weekapaug Groove - 4
Chalk Dust Torture - 3
David Bowie - 3
Split Open and Melt - 3
Cavern - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Hello My Baby - 2
Loving Cup - 2
Slave to the Traffic Light - 2
Walls of the Cave - 2
A Day in the Life - 1
Bathtub Gin - 1
Bold As Love - 1
Bug - 1
Down with Disease - 1
Fire - 1
Frankenstein - 1
Free - 1
Fuego - 1
I Never Needed You Like This Before - 1
Julius - 1
Meatstick - 1
Show of Life - 1
Soul Survivor - 1
The Star-Spangled Banner - 1
The Wedge - 1

Third Set Openers

Backwards Down the Number Line - 1
Golden Age - 1
Tweezer - 1

Third Set Closers

A Day in the Life - 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 - 12
Loving Cup - 6
Slave to the Traffic Light - 6
Contact - 5
Cavern - 4
First Tube - 4
Julius - 4
Rocky Top - 4
Bouncing Around the Room - 3
Grind - 3
The Squirming Coil - 3
Waste - 3
A Day in the Life - 2
Bittersweet Motel - 2
Camel Walk - 2
Driver - 2
Fire - 2
Rock and Roll - 2
Run Like an Antelope - 2
Sanity - 2
Show of Life - 2
Sleeping Monkey - 2
Suzy Greenberg - 2
When the Circus Comes - 2
Alumni Blues - 1
Been Caught Stealing - 1
Bug - 1
Chalk Dust Torture Reprise - 1
Character Zero - 1
Cities - 1
Down with Disease - 1
Drift While You're Sleeping - 1
Esther - 1
Fee - 1
Frankenstein - 1
Glide - 1
Golgi Apparatus - 1
Guyute - 1
Happy Birthday to You - 1
Harry Hood - 1
Hoochie Coochie Man - 1
Joy - 1
Kung - 1
Limb By Limb - 1
Maze - 1
Messin' with The Kid - 1
Moby Dick - 1
NO2 - 1
Oh! Sweet Nuthin' - 1
Punch You in the Eye - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Sample in a Jar - 1
Say It To Me S.A.N.T.O.S. - 1
Secret Smile - 1
So Lonely - 1
Talk - 1
Terrapin Station - 1
The Inlaw Josie Wales - 1
Wading in the Velvet Sea - 1
Woodstock - 1
You Enjoy Myself - 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

Longest Existing Gaps

Debut Count

You saw 42 song debuts
0.66 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

Hiatus Song Breakdown

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

Rocky Top - 4
Glide - 3
Hello My Baby - 3
Avenu Malkenu - 2
Bittersweet Motel - 2
Catapult - 2
Fast Enough for You - 2
Fikus - 2
Lifeboy - 2
Over the Rainbow - 2

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

Stealing Time From the Faulty Plan - 7
46 Days - 6
Backwards Down the Number Line - 6
Light - 6
Kill Devil Falls - 5
Ocelot - 5
Army of One - 4
Joy - 4
Scents and Subtle Sounds - 4
Walls of the Cave - 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:

Vultures - 5
Beauty of My Dreams - 4
Rocky Top - 4
Glide - 3
Hello My Baby - 3
Llama - 3
Meat - 3
Avenu Malkenu - 2
Bittersweet Motel - 2
Catapult - 2

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

Stealing Time From the Faulty Plan - 7
Backwards Down the Number Line - 6
Light - 6
Kill Devil Falls - 5
Ocelot - 5
Joy - 4
A Song I Heard the Ocean Sing - 3
Big Black Furry Creature from Mars - 3
Drift While You're Sleeping - 3
Fuck Your Face - 3

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