Shows by day of week

• Sunday- 20
• Monday- 0
• Tuesday- 10
• Wednesday- 9
• Thursday- 2
• Friday- 11
• Saturday- 23

Shows by month

• January -
• February -
• March -
• April - 1
• May -
• June - 15
• July - 19
• August - 16
• September - 5
• October - 12
• November - 6
• December - 1

Shows by year

• 1997- 1
• 1998- 0
• 1999- 0
• 2000- 0
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 0
• 2009- 4
• 2010- 6
• 2011- 2
• 2012- 4
• 2013- 12
• 2014- 11
• 2015- 3
• 2016- 2
• 2017- 4
• 2018- 4
• 2019- 5
• 2020- 0
• 2021- 6
• 2022- 5
• 2023- 6
• 2024- 0

Most Frequently Played Dates

• 10/31- 3
• 7/26- 3
• 8/11- 3
• 11/1- 2
• 11/2- 2
• 6/28- 2
• 6/29- 2
• 7/13- 2
• 7/30- 2
• 8/12- 2
• 8/31- 2
• 9/1- 2
• 10/16- 1
• 10/17- 1
• 10/18- 1
• 10/19- 1
• 10/20- 1
• 10/29- 1
• 10/30- 1
• 10/7- 1
• 10/8- 1

Shows by States

• PA - 16 (21%)
• NJ - 15 (20%)
• MD - 14 (19%)
• NY - 9 (12%)
• CO - 8 (11%)
• VA - 3 (4%)
• NV - 3 (4%)
• GA - 2 (3%)
• CA - 2 (3%)
• TN - 2 (3%)
• LA - 1 (1%)

Shows by Time Zone

• Eastern - 59 (79%)
• Mountain - 8 (11%)
• Pacific - 5 (7%)
• Central - 3 (4%)

Shows by Cities

• Columbia, MD - 14 (19%)
• Philadelphia, PA - 13 (17%)
• New York, NY - 9 (12%)
• Camden, NJ - 9 (12%)
• Commerce City, CO - 8 (11%)
• Atlantic City, NJ - 6 (8%)
• Hampton, VA - 3 (4%)
• Las Vegas, NV - 3 (4%)
• Hershey, PA - 2 (3%)
• Alpharetta, GA - 2 (3%)
• Nashville, TN - 2 (3%)
• San Francisco, CA - 2 (3%)
• New Orleans, LA - 1 (1%)
• Reading, PA - 1 (1%)

Shows by Venues

• Merriweather Post Pavilion - 14 (19%)
• The Mann Center for the Performing Arts - 10 (13%)
• Tweeter Center at the Waterfront - 9 (12%)
• Dick's Sporting Goods Park - 8 (11%)
• Madison Square Garden - 6 (8%)
• Boardwalk Hall - 5 (7%)
• MGM Grand Garden Arena - 3 (4%)
• Randall's Island - 3 (4%)
• Hampton Coliseum - 3 (4%)
• Bridgestone Arena - 2 (3%)
• Chase Center - 2 (3%)
• Hersheypark Stadium - 2 (3%)
• Wachovia Center - 2 (3%)
• Verizon Wireless Amphitheatre at Encore Park - 2 (3%)
• New Orleans Fairgrounds - 1 (1%)
• Santander Arena - 1 (1%)
• Bader Field - 1 (1%)
• Wachovia Spectrum - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 1 (1%)
• After hiatus - 74 (99%)

333 different songs have been played (33% 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 4.69.
There were 121 onetimers
1590 total songs have been played in the selected shows.

There were 72 two set shows
There were 3 three set shows
5 songs were in a four show rotation.
20 songs were in a five show rotation.

Total Times Played

Backwards Down the Number Line - 22 (29%)
Chalk Dust Torture - 22 (29%)
Harry Hood - 22 (29%)
46 Days - 20 (26%)
Tweezer - 19 (25%)
Character Zero - 18 (24%)
Down with Disease - 18 (24%)
Run Like an Antelope - 18 (24%)
Tweezer Reprise - 18 (24%)
Birds of a Feather - 17 (22%)
Free - 17 (22%)
Sand - 17 (22%)
Ghost - 16 (21%)
Mike's Song - 16 (21%)
Stash - 16 (21%)
The Moma Dance - 16 (21%)
Also Sprach Zarathustra - 15 (20%)
Bathtub Gin - 15 (20%)
David Bowie - 15 (20%)
Weekapaug Groove - 15 (20%)
Julius - 14 (18%)
Light - 14 (18%)
Wolfman's Brother - 14 (18%)
Kill Devil Falls - 13 (17%)
Silent in the Morning - 13 (17%)
Slave to the Traffic Light - 13 (17%)
Tube - 13 (17%)
You Enjoy Myself - 13 (17%)
Fuego - 12 (16%)
Golgi Apparatus - 12 (16%)
Halley's Comet - 12 (16%)
Piper - 12 (16%)
Steam - 12 (16%)
Suzy Greenberg - 12 (16%)
Twist - 12 (16%)
Boogie On Reggae Woman - 11 (14%)
Carini - 11 (14%)
Divided Sky - 11 (14%)
Possum - 11 (14%)
Prince Caspian - 11 (14%)
Reba - 11 (14%)
Runaway Jim - 11 (14%)
Sample in a Jar - 11 (14%)
Stealing Time From the Faulty Plan - 11 (14%)
Wilson - 11 (14%)
Back on the Train - 10 (13%)
Bouncing Around the Room - 10 (13%)
Golden Age - 10 (13%)
Ocelot - 10 (13%)
The Wedge - 10 (13%)
AC/DC Bag - 9 (12%)
Bug - 9 (12%)
Cavern - 9 (12%)
Funky Bitch - 9 (12%)
NICU - 9 (12%)
No Men In No Man's Land - 9 (12%)
Rift - 9 (12%)
Set Your Soul Free - 9 (12%)
Sparkle - 9 (12%)
Split Open and Melt - 9 (12%)
The Line - 9 (12%)
Twenty Years Later - 9 (12%)
Buried Alive - 8 (10%)
Crosseyed and Painless - 8 (10%)
Everything's Right - 8 (10%)
First Tube - 8 (10%)
Gumbo - 8 (10%)
Halfway to the Moon - 8 (10%)
Maze - 8 (10%)
Roggae - 8 (10%)
Roses Are Free - 8 (10%)
Sugar Shack - 8 (10%)
Theme From the Bottom - 8 (10%)
Undermind - 8 (10%)
Walls of the Cave - 8 (10%)
555 - 7 (9%)
Blaze On - 7 (9%)
Fluffhead - 7 (9%)
Gotta Jibboo - 7 (9%)
Joy - 7 (9%)
Meatstick - 7 (9%)
Simple - 7 (9%)
Taste - 7 (9%)
The Horse - 7 (9%)
Waste - 7 (9%)
Ya Mar - 7 (9%)
Big Black Furry Creature from Mars - 6 (8%)
Farmhouse - 6 (8%)
I Am Hydrogen - 6 (8%)
Lawn Boy - 6 (8%)
Limb By Limb - 6 (8%)
Llama - 6 (8%)
My Sweet One - 6 (8%)
Rock and Roll - 6 (8%)
Show of Life - 6 (8%)
The Curtain With - 6 (8%)
Wingsuit - 6 (8%)
Yarmouth Road - 6 (8%)
A Song I Heard the Ocean Sing - 5 (6%)
Alaska - 5 (6%)
Axilla - 5 (6%)
Camel Walk - 5 (6%)
Fee - 5 (6%)
Foam - 5 (6%)
Good Times Bad Times - 5 (6%)
Grind - 5 (6%)
Heavy Things - 5 (6%)
Horn - 5 (6%)
It's Ice - 5 (6%)
Loving Cup - 5 (6%)
Martian Monster - 5 (6%)
Meat - 5 (6%)
My Soul - 5 (6%)
Nellie Kane - 5 (6%)
Party Time - 5 (6%)
Punch You in the Eye - 5 (6%)
Quinn the Eskimo (The Mighty Quinn) - 5 (6%)
Scent of a Mule - 5 (6%)
Shade - 5 (6%)
Sing Monica - 5 (6%)
Sleeping Monkey - 5 (6%)
The Lizards - 5 (6%)
Wading in the Velvet Sea - 5 (6%)
Waiting All Night - 5 (6%)
Winterqueen - 5 (6%)
Wombat - 5 (6%)
A Life Beyond The Dream - 4 (5%)
Cities - 4 (5%)
Crowd Control - 4 (5%)
Destiny Unbound - 4 (5%)
Devotion To a Dream - 4 (5%)
Drift While You're Sleeping - 4 (5%)
Esther - 4 (5%)
Ginseng Sullivan - 4 (5%)
Guelah Papyrus - 4 (5%)
Mercury - 4 (5%)
Mound - 4 (5%)
Saw It Again - 4 (5%)
Tela - 4 (5%)
The Oh Kee Pa Ceremony - 4 (5%)
Timber (Jerry the Mule) - 4 (5%)
Train Song - 4 (5%)
Water in the Sky - 4 (5%)
What's the Use? - 4 (5%)
A Day in the Life - 3 (4%)
About to Run - 3 (4%)
Alumni Blues - 3 (4%)
Army of One - 3 (4%)
Beauty of a Broken Heart - 3 (4%)
Cars Trucks Buses - 3 (4%)
Death Don't Hurt Very Long - 3 (4%)
Dirt - 3 (4%)
Dog Faced Boy - 3 (4%)
Fast Enough for You - 3 (4%)
Guyute - 3 (4%)
Letter to Jimmy Page - 3 (4%)
Lonely Trip - 3 (4%)
Makisupa Policeman - 3 (4%)
More - 3 (4%)
My Friend, My Friend - 3 (4%)
No Quarter - 3 (4%)
Oh! Sweet Nuthin' - 3 (4%)
Ruby Waves - 3 (4%)
Say It To Me S.A.N.T.O.S. - 3 (4%)
Scents and Subtle Sounds - 3 (4%)
Sneakin' Sally Through the Alley - 3 (4%)
Strawberry Letter 23 - 3 (4%)
The Dogs - 3 (4%)
The Mango Song - 3 (4%)
The Sloth - 3 (4%)
The Squirming Coil - 3 (4%)
Time Turns Elastic - 3 (4%)
Vultures - 3 (4%)
Waves - 3 (4%)
When the Circus Comes - 3 (4%)
Beneath a Sea of Stars Part 1 - 2 (2%)
Bold As Love - 2 (2%)
Breath and Burning - 2 (2%)
Brian and Robert - 2 (2%)
Cinnamon Girl - 2 (2%)
Drowned - 2 (2%)
Evolve - 2 (2%)
Fire - 2 (2%)
Frankenstein - 2 (2%)
Frankie Says - 2 (2%)
Fuck Your Face - 2 (2%)
Ha Ha Ha - 2 (2%)
Home - 2 (2%)
I Always Wanted It This Way - 2 (2%)
I Didn't Know - 2 (2%)
Icculus - 2 (2%)
Mr. Completely - 2 (2%)
Nothing - 2 (2%)
Pebbles and Marbles - 2 (2%)
Rocky Top - 2 (2%)
Shine a Light - 2 (2%)
Sigma Oasis - 2 (2%)
Sleep Again - 2 (2%)
Soul Planet - 2 (2%)
Space Oddity - 2 (2%)
Strange Design - 2 (2%)
The Birds - 2 (2%)
The Old Home Place - 2 (2%)
The Star-Spangled Banner - 2 (2%)
The Very Long Fuse - 2 (2%)
The Well - 2 (2%)
Things People Do - 2 (2%)
Uncle Pen - 2 (2%)
Waking Up Dead - 2 (2%)
Walk Away - 2 (2%)
You Sexy Thing - 2 (2%)
Your Pet Cat - 2 (2%)
1999 - 1 (1%)
A Apolitical Blues - 1 (1%)
A Wave of Hope - 1 (1%)
Access Me - 1 (1%)
Albuquerque - 1 (1%)
All That You Dream - 1 (1%)
Amidst the Peals of Laughter - 1 (1%)
Architect - 1 (1%)
Ass Handed - 1 (1%)
Axilla (Part II) - 1 (1%)
Back in the Bubble - 1 (1%)
Beauty of My Dreams - 1 (1%)
Billie Jean Jam - 1 (1%)
Billy Breathes - 1 (1%)
Brother - 1 (1%)
Catapult - 1 (1%)
Chocolate Rain - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Contact - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Day or Night - 1 (1%)
Dear Prudence - 1 (1%)
Dem Bones - 1 (1%)
Dixie Chicken - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Bogart That Joint - 1 (1%)
Driver - 1 (1%)
Easy To Slip - 1 (1%)
Emotional Rescue - 1 (1%)
Ether Edge - 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%)
Friend - 1 (1%)
Friends - 1 (1%)
Glide - 1 (1%)
Guy Forget - 1 (1%)
Halfway Home - 1 (1%)
Harpua - 1 (1%)
Have Mercy - 1 (1%)
Heartbreaker - 1 (1%)
Heavy Rotation - 1 (1%)
Hold Your Head Up - 1 (1%)
I Am the Walrus - 1 (1%)
I Been Around - 1 (1%)
I Never Needed You Like This Before - 1 (1%)
If I Could - 1 (1%)
In The Good Old Summer Time - 1 (1%)
In the Aeroplane Over the Sea - 1 (1%)
Infinite - 1 (1%)
Intro - 1 (1%)
Is This What You Wanted - 1 (1%)
Izabella - 1 (1%)
Jam - 1 (1%)
Jennifer Dances - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Jumpin' Jack Flash - 1 (1%)
Legalize It - 1 (1%)
Lengthwise - 1 (1%)
Let Me Lie - 1 (1%)
Life Saving Gun - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mellow Mood - 1 (1%)
Mercenary Territory - 1 (1%)
Mexican Cousin - 1 (1%)
Mind Left Body Jam - 1 (1%)
Miss You - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mull - 1 (1%)
Oh Atlanta - 1 (1%)
Old Folks Boogie - 1 (1%)
On Your Way Down - 1 (1%)
On the Road Again - 1 (1%)
Passing Through - 1 (1%)
Paul and Silas - 1 (1%)
Poor Heart - 1 (1%)
Powderfinger - 1 (1%)
Ramble On - 1 (1%)
Ride Captain Ride - 1 (1%)
Rise/Come Together - 1 (1%)
Rocket in My Pocket - 1 (1%)
Sailin' Shoes - 1 (1%)
Sanity - 1 (1%)
Say Something - 1 (1%)
Shafty - 1 (1%)
Shipwreck - 1 (1%)
Sightless Escape - 1 (1%)
Skin It Back - 1 (1%)
Snow - 1 (1%)
Spanish Moon - 1 (1%)
Spooky - 1 (1%)
Stairway to Heaven - 1 (1%)
Steep - 1 (1%)
Summer of '89 - 1 (1%)
Swept Away - 1 (1%)
Takin' Care of Business - 1 (1%)
Thank You - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Chinese Water Torture - 1 (1%)
The Haunted House - 1 (1%)
The Howling - 1 (1%)
The Rover - 1 (1%)
The Unsafe Bridge - 1 (1%)
The Wind Cries Mary - 1 (1%)
Thread - 1 (1%)
Thunderhead - 1 (1%)
Tide Turns - 1 (1%)
Timber - 1 (1%)
Time Loves a Hero - 1 (1%)
Tripe Face Boogie - 1 (1%)
Turtle in the Clouds - 1 (1%)
Walfredo - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
Weigh - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
White Winter Hymnal - 1 (1%)
Whole Lotta Love - 1 (1%)
Willin' - 1 (1%)
You Never Know - 1 (1%)
hey stranger - 1 (1%)

First Set Openers

Buried Alive - 6
Crowd Control - 4
First Tube - 4
Kill Devil Falls - 4
Sand - 3
AC/DC Bag - 2
Cars Trucks Buses - 2
Chalk Dust Torture - 2
Llama - 2
Mike's Song - 2
The Curtain With - 2
The Moma Dance - 2
Wilson - 2
Wolfman's Brother - 2
A Song I Heard the Ocean Sing - 1
Also Sprach Zarathustra - 1
Alumni Blues - 1
Axilla - 1
Bathtub Gin - 1
Blaze On - 1
Brother - 1
Bug - 1
Carini - 1
Cavern - 1
Chocolate Rain - 1
Daniel Saw the Stone - 1
David Bowie - 1
Fee - 1
Frankenstein - 1
Fuego - 1
Ghost - 1
Glide - 1
Golgi Apparatus - 1
Heavy Things - 1
Julius - 1
Loving Cup - 1
Possum - 1
Punch You in the Eye - 1
Rocky Top - 1
Run Like an Antelope - 1
Runaway Jim - 1
Sample in a Jar - 1
Set Your Soul Free - 1
Space Oddity - 1
Steam - 1
Strawberry Letter 23 - 1
Undermind - 1
Walfredo - 1
White Winter Hymnal - 1
You Sexy Thing - 1

First Set Closers

Run Like an Antelope - 12
David Bowie - 5
Character Zero - 4
Split Open and Melt - 4
Walls of the Cave - 4
46 Days - 3
Suzy Greenberg - 3
Weekapaug Groove - 3
Bathtub Gin - 2
Drift While You're Sleeping - 2
Fluffhead - 2
Possum - 2
Stealing Time From the Faulty Plan - 2
The Squirming Coil - 2
Bold As Love - 1
Bug - 1
Chalk Dust Torture - 1
Easy To Slip - 1
Everything's Right - 1
First Tube - 1
Ghost - 1
Golgi Apparatus - 1
Grind - 1
I Am the Walrus - 1
I Never Needed You Like This Before - 1
Julius - 1
Maze - 1
Sand - 1
Stash - 1
The Curtain With - 1
The Lizards - 1
The Rover - 1
The Star-Spangled Banner - 1
Time Turns Elastic - 1
Tube - 1
Undermind - 1
Wingsuit - 1
Wolfman's Brother - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 9
Chalk Dust Torture - 6
Birds of a Feather - 3
Carini - 3
Sand - 3
Set Your Soul Free - 3
Bathtub Gin - 2
Blaze On - 2
Crosseyed and Painless - 2
Drowned - 2
Fuego - 2
Ghost - 2
Golden Age - 2
Mike's Song - 2
More - 2
Possum - 2
Punch You in the Eye - 2
Twist - 2
Wilson - 2
46 Days - 1
AC/DC Bag - 1
Evolve - 1
Fat Man in the Bathtub - 1
First Tube - 1
Have Mercy - 1
Intro - 1
Julius - 1
Life Saving Gun - 1
Mercury - 1
Mr. Completely - 1
No Men In No Man's Land - 1
Paul and Silas - 1
Rock and Roll - 1
Runaway Jim - 1
Say It To Me S.A.N.T.O.S. - 1
Steam - 1
Theme From the Bottom - 1
Tube - 1
Tweezer - 1
Tweezer Reprise - 1
Wingsuit - 1

Second Set Closers

Harry Hood - 9
Character Zero - 7
You Enjoy Myself - 7
Slave to the Traffic Light - 5
Weekapaug Groove - 5
Suzy Greenberg - 4
Tweezer Reprise - 4
Backwards Down the Number Line - 3
Chalk Dust Torture - 3
Grind - 2
Run Like an Antelope - 2
Blaze On - 1
Bug - 1
Cavern - 1
David Bowie - 1
Dem Bones - 1
Down with Disease - 1
Feats Don't Fail Me Now - 1
First Tube - 1
Fuck Your Face - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
I Been Around - 1
In The Good Old Summer Time - 1
Joy - 1
Loving Cup - 1
Martian Monster - 1
Rock and Roll - 1
Say It To Me S.A.N.T.O.S. - 1
Sneakin' Sally Through the Alley - 1
Split Open and Melt - 1
The Moma Dance - 1
Tweezer - 1
While My Guitar Gently Weeps - 1
You Never Know - 1

Third Set Openers

Down with Disease - 1
Ghost - 1
Punch You in the Eye - 1

Third Set Closers

Run Like an Antelope - 1
Tweezer Reprise - 1
You Enjoy Myself - 1

Encores

Tweezer Reprise - 13
Character Zero - 6
Julius - 6
Quinn the Eskimo (The Mighty Quinn) - 5
Sleeping Monkey - 5
Good Times Bad Times - 4
Show of Life - 4
Bug - 3
Harry Hood - 3
Loving Cup - 3
Suzy Greenberg - 3
Waste - 3
A Day in the Life - 2
A Life Beyond The Dream - 2
Alumni Blues - 2
Backwards Down the Number Line - 2
Bouncing Around the Room - 2
Fee - 2
Fire - 2
Grind - 2
Joy - 2
Meatstick - 2
Oh! Sweet Nuthin' - 2
Run Like an Antelope - 2
Slave to the Traffic Light - 2
Weekapaug Groove - 2
Bold As Love - 1
Boogie On Reggae Woman - 1
Carini - 1
Cavern - 1
Cinnamon Girl - 1
Dear Prudence - 1
Divided Sky - 1
Drift While You're Sleeping - 1
First Tube - 1
Fluffhead - 1
Frankenstein - 1
Ginseng Sullivan - 1
Golgi Apparatus - 1
Gotta Jibboo - 1
Heavy Things - 1
Icculus - 1
Is This What You Wanted - 1
Lawn Boy - 1
Letter to Jimmy Page - 1
Lonely Trip - 1
Martian Monster - 1
Maze - 1
On the Road Again - 1
Possum - 1
Powderfinger - 1
Punch You in the Eye - 1
Reba - 1
Rock and Roll - 1
Rocky Top - 1
Sample in a Jar - 1
Sanity - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Sing Monica - 1
Sneakin' Sally Through the Alley - 1
Space Oddity - 1
The Howling - 1
The Moma Dance - 1
The Star-Spangled Banner - 1
The Wind Cries Mary - 1
Tube - 1
Twenty Years Later - 1
Wading in the Velvet Sea - 1
Waiting All Night - 1
What's the Use? - 1
When the Circus Comes - 1
Wilson - 1
Wolfman's Brother - 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 1997

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 70 song debuts
0.93 debuts per show.
The most frequently played song you have seen debuted is Fuego (83 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Backwards Down the Number Line - 22
Harry Hood - 22
46 Days - 20
Tweezer - 19
Run Like an Antelope - 18
Tweezer Reprise - 18
Birds of a Feather - 17
Free - 17
Sand - 17
Stash - 16

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 post-breakup songs that were not seen before:

Backwards Down the Number Line - 22
Harry Hood - 22
46 Days - 20
Tweezer - 19
Run Like an Antelope - 18
Tweezer Reprise - 18
Birds of a Feather - 17
Free - 17
Sand - 17
Stash - 16

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