Shows by day of week

• Sunday- 11
• Monday- 4
• Tuesday- 4
• Wednesday- 8
• Thursday- 6
• Friday- 19
• Saturday- 17

Shows by month

• January -
• February - 2
• March -
• April -
• May -
• June - 14
• July - 18
• August - 14
• September - 3
• October - 6
• November - 4
• December - 8

Shows by year

• 1995- 1
• 1996- 0
• 1997- 4
• 1998- 3
• 1999- 10
• 2000- 8
• 2001- 0
• 2002- 0
• 2003- 4
• 2004- 2
• 2009- 4
• 2010- 6
• 2011- 2
• 2012- 3
• 2013- 0
• 2014- 0
• 2015- 1
• 2016- 1
• 2017- 1
• 2018- 3
• 2019- 2
• 2020- 0
• 2021- 3
• 2022- 3
• 2023- 4
• 2024- 3
• 2025- 1
• 2026- 0

Most Frequently Played Dates

• 12/30- 2
• 12/31- 2
• 6/4- 2
• 6/5- 2
• 7/12- 2
• 7/21- 2
• 8/2- 2
• 8/7- 2
• 10/10- 1
• 10/11- 1
• 10/19- 1
• 10/20- 1
• 10/21- 1
• 10/30- 1
• 11/14- 1
• 11/20- 1
• 11/21- 1
• 11/30- 1
• 12/3- 1
• 12/4- 1
• 12/5- 1

Shows by States

• OH - 25 (36%)
• IN - 25 (36%)
• WI - 6 (9%)
• PA - 4 (6%)
• FL - 4 (6%)
• VA - 3 (4%)
• NJ - 1 (1%)
• TN - 1 (1%)

Shows by Time Zone

• Eastern - 62 (90%)
• Central - 7 (10%)
• Mountain - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• Noblesville, IN - 25 (36%)
• Cincinnati, OH - 10 (14%)
• East Troy, WI - 6 (9%)
• Dayton, OH - 5 (7%)
• Columbus, OH - 5 (7%)
• Burgettstown, PA - 4 (6%)
• Cuyahoga Falls, OH - 4 (6%)
• Hampton, VA - 3 (4%)
• Miami, FL - 2 (3%)
• Big Cypress, FL - 2 (3%)
• Cleveland, OH - 1 (1%)
• Atlantic City, NJ - 1 (1%)
• Memphis, TN - 1 (1%)

Shows by Venues

• Ruoff Music Center - 25 (36%)
• U.S. Bank Arena - 7 (10%)
• Alpine Valley Music Theatre - 6 (9%)
• Wright State University - 5 (7%)
• Polaris Amphitheater - 4 (6%)
• Blossom Music Center - 4 (6%)
• Riverbend Music Center - 3 (4%)
• Hampton Coliseum - 3 (4%)
• American Airlines Arena - 2 (3%)
• Big Cypress Seminole Indian Reservation - 2 (3%)
• Star Lake Amphitheatre - 2 (3%)
• Post-Gazette Pavilion at Star Lake - 2 (3%)
• CSU Convocation Center - 1 (1%)
• Jerome Schottenstein Center - 1 (1%)
• Pyramid Arena - 1 (1%)
• Boardwalk Hall - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 26 (38%)
• After hiatus - 43 (62%)

317 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 20.4.
The average amount of times each song was played is 4.31.
There were 106 onetimers
1412 total songs have been played in the selected shows.

There were 67 two set shows
There were 2 three set shows
1 songs were in a four show rotation.
14 songs were in a five show rotation.

Total Times Played

Down with Disease - 19 (27%)
Possum - 17 (24%)
Chalk Dust Torture - 16 (23%)
David Bowie - 16 (23%)
Back on the Train - 15 (21%)
Bathtub Gin - 15 (21%)
Run Like an Antelope - 15 (21%)
Slave to the Traffic Light - 15 (21%)
Tube - 15 (21%)
Tweezer - 15 (21%)
Wolfman's Brother - 15 (21%)
Harry Hood - 14 (20%)
Limb By Limb - 14 (20%)
Piper - 14 (20%)
Cavern - 13 (18%)
Guyute - 13 (18%)
Mike's Song - 13 (18%)
Sand - 13 (18%)
Tweezer Reprise - 13 (18%)
Twist - 13 (18%)
Weekapaug Groove - 13 (18%)
Wilson - 13 (18%)
You Enjoy Myself - 13 (18%)
Character Zero - 12 (17%)
Free - 12 (17%)
Ghost - 12 (17%)
Runaway Jim - 12 (17%)
Split Open and Melt - 12 (17%)
The Moma Dance - 12 (17%)
AC/DC Bag - 11 (15%)
Also Sprach Zarathustra - 11 (15%)
First Tube - 11 (15%)
Julius - 11 (15%)
Stash - 11 (15%)
Boogie On Reggae Woman - 10 (14%)
Bouncing Around the Room - 10 (14%)
Gotta Jibboo - 10 (14%)
Loving Cup - 10 (14%)
Punch You in the Eye - 10 (14%)
Roggae - 10 (14%)
Backwards Down the Number Line - 9 (13%)
Birds of a Feather - 9 (13%)
Bug - 9 (13%)
Dirt - 9 (13%)
NICU - 9 (13%)
Prince Caspian - 9 (13%)
Reba - 9 (13%)
Rift - 9 (13%)
Rock and Roll - 9 (13%)
Suzy Greenberg - 9 (13%)
Taste - 9 (13%)
The Squirming Coil - 9 (13%)
Theme from the Bottom - 9 (13%)
46 Days - 8 (11%)
Fluffhead - 8 (11%)
Funky Bitch - 8 (11%)
Golgi Apparatus - 8 (11%)
Halley's Comet - 8 (11%)
Lawn Boy - 8 (11%)
Maze - 8 (11%)
My Friend, My Friend - 8 (11%)
Sample in a Jar - 8 (11%)
Simple - 8 (11%)
Sparkle - 8 (11%)
Ya Mar - 8 (11%)
Cities - 7 (10%)
Hold Your Head Up - 7 (10%)
Makisupa Policeman - 7 (10%)
My Soul - 7 (10%)
The Lizards - 7 (10%)
Timber (Jerry the Mule) - 7 (10%)
Water in the Sky - 7 (10%)
Axilla - 6 (8%)
Crosseyed and Painless - 6 (8%)
Guelah Papyrus - 6 (8%)
Heavy Things - 6 (8%)
Horn - 6 (8%)
I Didn't Know - 6 (8%)
Kill Devil Falls - 6 (8%)
Light - 6 (8%)
Llama - 6 (8%)
Meatstick - 6 (8%)
Ocelot - 6 (8%)
Stealing Time From the Faulty Plan - 6 (8%)
The Mango Song - 6 (8%)
Waste - 6 (8%)
While My Guitar Gently Weeps - 6 (8%)
Alaska - 5 (7%)
Billy Breathes - 5 (7%)
Camel Walk - 5 (7%)
Carini - 5 (7%)
Cars Trucks Buses - 5 (7%)
Divided Sky - 5 (7%)
Drowned - 5 (7%)
Farmhouse - 5 (7%)
Ginseng Sullivan - 5 (7%)
Good Times Bad Times - 5 (7%)
It's Ice - 5 (7%)
Saw It Again - 5 (7%)
Scent of a Mule - 5 (7%)
Strange Design - 5 (7%)
The Sloth - 5 (7%)
The Wedge - 5 (7%)
Undermind - 5 (7%)
Wading in the Velvet Sea - 5 (7%)
Walk Away - 5 (7%)
Walls of the Cave - 5 (7%)
What's the Use? - 5 (7%)
When the Circus Comes - 5 (7%)
A Song I Heard the Ocean Sing - 4 (5%)
Avenu Malkenu - 4 (5%)
Buffalo Bill - 4 (5%)
Contact - 4 (5%)
Everything's Right - 4 (5%)
Fuck Your Face - 4 (5%)
Golden Age - 4 (5%)
Grind - 4 (5%)
I Am Hydrogen - 4 (5%)
Joy - 4 (5%)
Mountains in the Mist - 4 (5%)
My Mind's Got a Mind of its Own - 4 (5%)
No Men In No Man's Land - 4 (5%)
Poor Heart - 4 (5%)
Roses Are Free - 4 (5%)
Sigma Oasis - 4 (5%)
Silent in the Morning - 4 (5%)
The Curtain - 4 (5%)
The Horse - 4 (5%)
The Man Who Stepped Into Yesterday - 4 (5%)
The Oh Kee Pa Ceremony - 4 (5%)
Vultures - 4 (5%)
Waves - 4 (5%)
Wingsuit - 4 (5%)
A Wave of Hope - 3 (4%)
Big Black Furry Creature from Mars - 3 (4%)
Bittersweet Motel - 3 (4%)
Blaze On - 3 (4%)
Brian and Robert - 3 (4%)
Catapult - 3 (4%)
Drift While You're Sleeping - 3 (4%)
Fast Enough for You - 3 (4%)
Fee - 3 (4%)
Fire - 3 (4%)
Foam - 3 (4%)
Fuego - 3 (4%)
Jam - 3 (4%)
Lifeboy - 3 (4%)
McGrupp and the Watchful Hosemasters - 3 (4%)
Meat - 3 (4%)
Mound - 3 (4%)
Pillow Jets - 3 (4%)
Ruby Waves - 3 (4%)
Scents and Subtle Sounds - 3 (4%)
Shade - 3 (4%)
Sleeping Monkey - 3 (4%)
Sneakin' Sally Thru the Alley - 3 (4%)
Strawberry Letter 23 - 3 (4%)
The Final Hurrah - 3 (4%)
Time Turns Elastic - 3 (4%)
Turtle in the Clouds - 3 (4%)
Twenty Years Later - 3 (4%)
Weigh - 3 (4%)
A Day in the Life - 2 (2%)
Albuquerque - 2 (2%)
Army of One - 2 (2%)
Auld Lang Syne - 2 (2%)
Axilla (Part II) - 2 (2%)
Beauty of My Dreams - 2 (2%)
Bike - 2 (2%)
Bold As Love - 2 (2%)
Crazy Sometimes - 2 (2%)
Crowd Control - 2 (2%)
Dog Faced Boy - 2 (2%)
Driver - 2 (2%)
Frankenstein - 2 (2%)
Gumbo - 2 (2%)
Ha Ha Ha - 2 (2%)
Hello My Baby - 2 (2%)
I Never Needed You Like This Before - 2 (2%)
If I Could - 2 (2%)
Izabella - 2 (2%)
Kung - 2 (2%)
Life Saving Gun - 2 (2%)
Light Up Or Leave Me Alone - 2 (2%)
Mercury - 2 (2%)
Monsters - 2 (2%)
More - 2 (2%)
Most Events Aren't Planned - 2 (2%)
Mull - 2 (2%)
My Left Toe - 2 (2%)
My Sweet One - 2 (2%)
Nellie Kane - 2 (2%)
Party Time - 2 (2%)
Peaches en Regalia - 2 (2%)
Pebbles and Marbles - 2 (2%)
Plasma - 2 (2%)
Rise/Come Together - 2 (2%)
Sanity - 2 (2%)
Say It To Me S.A.N.T.O.S. - 2 (2%)
Set Your Soul Free - 2 (2%)
Show of Life - 2 (2%)
Sleep - 2 (2%)
Soul Planet - 2 (2%)
Steam - 2 (2%)
Sugar Shack - 2 (2%)
Tela - 2 (2%)
The Ballad of Curtis Loew - 2 (2%)
The Curtain With - 2 (2%)
The Inlaw Josie Wales - 2 (2%)
Uncle Pen - 2 (2%)
Wombat - 2 (2%)
555 - 1 (1%)
A Life Beyond The Dream - 1 (1%)
After Midnight - 1 (1%)
All of These Dreams - 1 (1%)
Alumni Blues - 1 (1%)
Amazing Grace - 1 (1%)
Ass Handed - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Big Alligator - 1 (1%)
Black-Eyed Katy - 1 (1%)
Breath and Burning - 1 (1%)
Broken Into Pieces - 1 (1%)
Buried Alive - 1 (1%)
Bye Bye Foot - 1 (1%)
Casual Enlightenment - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Clear Your Mind - 1 (1%)
Cool Amber and Mercury - 1 (1%)
Cool It Down - 1 (1%)
Corinna - 1 (1%)
Destiny Unbound - 1 (1%)
Dinner and a Movie - 1 (1%)
Dogs Stole Things - 1 (1%)
Egg in a Hole - 1 (1%)
Esther - 1 (1%)
Evolve - 1 (1%)
Feel the Heat - 1 (1%)
Frankie Says - 1 (1%)
Friday - 1 (1%)
Frost - 1 (1%)
Glide - 1 (1%)
Gold Soundz - 1 (1%)
Guy Forget - 1 (1%)
Halfway to the Moon - 1 (1%)
Happy Birthday to You - 1 (1%)
Have Mercy - 1 (1%)
Heartbreaker - 1 (1%)
I Always Wanted It This Way - 1 (1%)
I Am the Walrus - 1 (1%)
I Can't Turn You Loose Jam - 1 (1%)
I Get a Kick Out of You - 1 (1%)
Instant Karma! - 1 (1%)
Iron Man - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Jungle Boogie - 1 (1%)
Knuckle Bone Broth Avenue - 1 (1%)
L.A. Woman - 1 (1%)
Leaves - 1 (1%)
Let Me Lie - 1 (1%)
Life on Mars? - 1 (1%)
Lonely Trip - 1 (1%)
Look Out Cleveland - 1 (1%)
Love You - 1 (1%)
Martian Monster - 1 (1%)
Mexican Cousin - 1 (1%)
Moby Dick - 1 (1%)
Mock Song - 1 (1%)
NO2 - 1 (1%)
Nothing - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
On Your Way Down - 1 (1%)
P-Funk Medley - 1 (1%)
Petrichor - 1 (1%)
Psycho Killer - 1 (1%)
Purple Rain - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Quinn the Eskimo (The Mighty Quinn) - 1 (1%)
Ramble On - 1 (1%)
Ride Captain Ride - 1 (1%)
Rock A William - 1 (1%)
Rocket in My Pocket - 1 (1%)
Rocky Top - 1 (1%)
Rotation Jam - 1 (1%)
Seven Below - 1 (1%)
Sexual Healing - 1 (1%)
Shafty - 1 (1%)
Shaggy Dog - 1 (1%)
Shine a Light - 1 (1%)
Skin It Back - 1 (1%)
So Lonely - 1 (1%)
Something - 1 (1%)
Stairway to Heaven - 1 (1%)
Steep - 1 (1%)
Sweet Jane - 1 (1%)
Swept Away - 1 (1%)
Terrapin - 1 (1%)
Thank You - 1 (1%)
The 9th Cube - 1 (1%)
The Birdwatcher - 1 (1%)
The Connection - 1 (1%)
The Dogs - 1 (1%)
The Happy Whip and Dung Song - 1 (1%)
The Howling - 1 (1%)
The Line - 1 (1%)
The Old Home Place - 1 (1%)
Torn and Frayed - 1 (1%)
Train Song - 1 (1%)
Tuesday - 1 (1%)
Waiting All Night - 1 (1%)
We Are Come to Outlive Our Brains - 1 (1%)
Whipping Post - 1 (1%)
Whole Lotta Love - 1 (1%)
Woodstock - 1 (1%)
You Better Believe It Baby - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

AC/DC Bag - 6
Wilson - 4
My Friend, My Friend - 3
Runaway Jim - 3
Carini - 2
Cars Trucks Buses - 2
Chalk Dust Torture - 2
Crowd Control - 2
Kill Devil Falls - 2
Llama - 2
Party Time - 2
Punch You in the Eye - 2
Sample in a Jar - 2
Sigma Oasis - 2
Ya Mar - 2
A Song I Heard the Ocean Sing - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Farmhouse - 1
First Tube - 1
Funky Bitch - 1
Ghost - 1
Golgi Apparatus - 1
Guyute - 1
Heavy Things - 1
I Never Needed You Like This Before - 1
Look Out Cleveland - 1
Loving Cup - 1
Makisupa Policeman - 1
Meat - 1
Mike's Song - 1
Roggae - 1
Sand - 1
Set Your Soul Free - 1
Stealing Time From the Faulty Plan - 1
Strawberry Letter 23 - 1
The Birdwatcher - 1
The Sloth - 1
Theme from the Bottom - 1
Tube - 1
Tuesday - 1
Turtle in the Clouds - 1
Tweezer - 1
Water in the Sky - 1
While My Guitar Gently Weeps - 1
Wolfman's Brother - 1

First Set Closers

Run Like an Antelope - 6
Character Zero - 5
David Bowie - 5
Cavern - 4
Fluffhead - 3
Possum - 2
Slave to the Traffic Light - 2
Split Open and Melt - 2
Stash - 2
The Squirming Coil - 2
Walls of the Cave - 2
While My Guitar Gently Weeps - 2
A Day in the Life - 1
After Midnight - 1
Also Sprach Zarathustra - 1
Backwards Down the Number Line - 1
Bathtub Gin - 1
Birds of a Feather - 1
Bittersweet Motel - 1
Chalk Dust Torture - 1
Fire - 1
First Tube - 1
Golgi Apparatus - 1
Harry Hood - 1
I Didn't Know - 1
Izabella - 1
Julius - 1
Life Saving Gun - 1
Loving Cup - 1
Prince Caspian - 1
Rock and Roll - 1
Runaway Jim - 1
Sample in a Jar - 1
Sand - 1
Saw It Again - 1
Scents and Subtle Sounds - 1
Stealing Time From the Faulty Plan - 1
The Moma Dance - 1
Time Turns Elastic - 1
Tube - 1
Tweezer Reprise - 1
Walk Away - 1
Weekapaug Groove - 1
Wolfman's Brother - 1

Second Set Openers

Down with Disease - 7
Mike's Song - 5
Tube - 4
Birds of a Feather - 3
Ghost - 3
Halley's Comet - 3
Carini - 2
Chalk Dust Torture - 2
Everything's Right - 2
First Tube - 2
Gotta Jibboo - 2
No Men In No Man's Land - 2
Punch You in the Eye - 2
Rock and Roll - 2
Sand - 2
Stash - 2
Timber (Jerry the Mule) - 2
A Song I Heard the Ocean Sing - 1
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Bathtub Gin - 1
Boogie On Reggae Woman - 1
Cars Trucks Buses - 1
Cities - 1
David Bowie - 1
Drowned - 1
Heavy Things - 1
Meatstick - 1
Possum - 1
Sample in a Jar - 1
Sigma Oasis - 1
The Curtain - 1
The Oh Kee Pa Ceremony - 1
The Sloth - 1
Tweezer - 1
Waves - 1
Wilson - 1
Wolfman's Brother - 1
You Enjoy Myself - 1

Second Set Closers

Possum - 6
Chalk Dust Torture - 5
Character Zero - 5
You Enjoy Myself - 5
Cavern - 3
David Bowie - 3
Golgi Apparatus - 3
Good Times Bad Times - 3
Loving Cup - 3
Split Open and Melt - 3
Bug - 2
Down with Disease - 2
Harry Hood - 2
Meatstick - 2
The Squirming Coil - 2
Weekapaug Groove - 2
Amazing Grace - 1
Bathtub Gin - 1
Drowned - 1
Fire - 1
Free - 1
Fuego - 1
Halley's Comet - 1
Hello My Baby - 1
I Am the Walrus - 1
I Never Needed You Like This Before - 1
Julius - 1
Rock and Roll - 1
Ruby Waves - 1
Run Like an Antelope - 1
Slave to the Traffic Light - 1
Suzy Greenberg - 1
Tweezer Reprise - 1
Walls of the Cave - 1

Third Set Openers

Chalk Dust Torture - 1
Jungle Boogie - 1

Third Set Closers

Run Like an Antelope - 1
Weekapaug Groove - 1

Encores

Tweezer Reprise - 11
Slave to the Traffic Light - 7
Cavern - 4
Contact - 4
First Tube - 4
Grind - 4
Loving Cup - 4
The Squirming Coil - 4
Joy - 3
Rock and Roll - 3
Sleeping Monkey - 3
Axilla - 2
Bold As Love - 2
Harry Hood - 2
Hold Your Head Up - 2
Julius - 2
Run Like an Antelope - 2
Sanity - 2
Say It To Me S.A.N.T.O.S. - 2
Suzy Greenberg - 2
Tube - 2
Wading in the Velvet Sea - 2
You Enjoy Myself - 2
A Day in the Life - 1
A Life Beyond The Dream - 1
Alumni Blues - 1
Bike - 1
Bittersweet Motel - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Brian and Robert - 1
Buffalo Bill - 1
Bug - 1
Camel Walk - 1
Chalk Dust Torture Reprise - 1
Character Zero - 1
Cities - 1
Down with Disease - 1
Drift While You're Sleeping - 1
Driver - 1
Egg in a Hole - 1
Fee - 1
Fire - 1
Fluffhead - 1
Frankenstein - 1
Ghost - 1
Glide - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Guyute - 1
Hello My Baby - 1
Kung - 1
Limb By Limb - 1
Maze - 1
Moby Dick - 1
More - 1
NO2 - 1
Oh! Sweet Nuthin' - 1
Possum - 1
Punch You in the Eye - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Rocky Top - 1
Shine a Light - 1
Show of Life - 1
So Lonely - 1
Taste - 1
The Inlaw Josie Wales - 1
The Lizards - 1
The Mango Song - 1
Waste - 1
While My Guitar Gently Weeps - 1
Wilson - 1
Woodstock - 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 29 song debuts
0.42 debuts per show.
The most frequently played song you have seen debuted is Steam (68 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Avenu Malkenu - 4
The Man Who Stepped Into Yesterday - 4
Bittersweet Motel - 3
Catapult - 3
Jam - 3
Beauty of My Dreams - 2
Bold As Love - 2
Driver - 2
My Left Toe - 2
Sleep - 2

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

Backwards Down the Number Line - 9
46 Days - 8
Kill Devil Falls - 6
Light - 6
Ocelot - 6
Stealing Time From the Faulty Plan - 6
Alaska - 5
Undermind - 5
Walls of the Cave - 5
A Song I Heard the Ocean Sing - 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:

Avenu Malkenu - 4
My Mind's Got a Mind of its Own - 4
The Man Who Stepped Into Yesterday - 4
Bittersweet Motel - 3
Catapult - 3
Jam - 3
Auld Lang Syne - 2
Beauty of My Dreams - 2
Bold As Love - 2
Driver - 2

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

Backwards Down the Number Line - 9
Kill Devil Falls - 6
Light - 6
Ocelot - 6
Stealing Time From the Faulty Plan - 6
Alaska - 5
Undermind - 5
A Song I Heard the Ocean Sing - 4
Everything's Right - 4
Fuck Your Face - 4

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