Shows by day of week

• Sunday- 14
• Monday- 2
• Tuesday- 5
• Wednesday- 4
• Thursday- 6
• Friday- 11
• Saturday- 17

Shows by month

• January - 3
• February -
• March -
• April -
• May - 1
• June - 2
• July - 18
• August - 10
• September - 2
• October - 7
• November - 6
• December - 10

Shows by year

• 1996- 5
• 1997- 5
• 1998- 7
• 1999- 5
• 2000- 1
• 2001- 0
• 2002- 0
• 2003- 0
• 2004- 2
• 2009- 2
• 2010- 1
• 2011- 1
• 2012- 4
• 2013- 6
• 2014- 6
• 2015- 4
• 2016- 4
• 2017- 2
• 2018- 1
• 2019- 2
• 2020- 0
• 2021- 0
• 2022- 1
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 12/31- 5
• 12/29- 3
• 7/6- 3
• 10/16- 2
• 6/29- 2
• 7/17- 2
• 7/5- 2
• 7/7- 2
• 1/1- 1
• 1/2- 1
• 1/3- 1
• 10/19- 1
• 10/25- 1
• 10/26- 1
• 10/30- 1
• 10/31- 1
• 11/13- 1
• 11/14- 1
• 11/16- 1
• 11/17- 1
• 11/22- 1

Shows by States

• NY - 26 (44%)
• CO - 8 (14%)
• FL - 7 (12%)
• MA - 5 (8%)
• NV - 3 (5%)
• PA - 3 (5%)
• WA - 2 (3%)
• VT - 2 (3%)
• UT - 1 (2%)
• CA - 1 (2%)
• WI - 1 (2%)

Shows by Time Zone

• Eastern - 43 (73%)
• Mountain - 9 (15%)
• Pacific - 6 (10%)
• Central - 1 (2%)

Shows by Cities

• New York, NY - 7 (12%)
• Saratoga Springs, NY - 6 (10%)
• Miami, FL - 4 (7%)
• Commerce City, CO - 4 (7%)
• Denver, CO - 3 (5%)
• Las Vegas, NV - 3 (5%)
• Philadelphia, PA - 3 (5%)
• Coventry, VT - 2 (3%)
• Volney, NY - 2 (3%)
• George, WA - 2 (3%)
• Big Cypress, FL - 2 (3%)
• Plattsburgh, NY - 2 (3%)
• Boston, MA - 2 (3%)
• Worcester, MA - 2 (3%)
• Bethel, NY - 2 (3%)
• Syracuse, NY - 2 (3%)
• Canandaigua, NY - 2 (3%)
• Jacksonville, FL - 1 (2%)
• Albany, NY - 1 (2%)
• Englewood, CO - 1 (2%)
• Darien Center, NY - 1 (2%)
• Buffalo, NY - 1 (2%)
• Mansfield, MA - 1 (2%)
• West Valley City, UT - 1 (2%)
• Mountain View, CA - 1 (2%)
• East Troy, WI - 1 (2%)

Shows by Venues

• Madison Square Garden - 7 (12%)
• Saratoga Performing Arts Center - 6 (10%)
• American Airlines Arena - 4 (7%)
• Dick's Sporting Goods Park - 4 (7%)
• Thomas & Mack Center - 3 (5%)
• McNichols Arena - 3 (5%)
• Newport State Airport - 2 (3%)
• Bethel Woods Center for the Arts - 2 (3%)
• Plattsburgh Air Force Base - 2 (3%)
• Oswego County Airport - 2 (3%)
• Big Cypress Seminole Indian Reservation - 2 (3%)
• Finger Lakes Performing Arts Center - 2 (3%)
• Worcester Centrum Centre - 2 (3%)
• Fenway Park - 2 (3%)
• Wachovia Spectrum - 2 (3%)
• Gorge Amphitheatre - 2 (3%)
• Marine Midland Arena - 1 (2%)
• Shoreline Amphitheatre - 1 (2%)
• Fiddler's Green - 1 (2%)
• The “E” Center - 1 (2%)
• Great Woods Center for the Performing Arts - 1 (2%)
• Pepsi Arena - 1 (2%)
• The Mann Center for the Performing Arts - 1 (2%)
• War Memorial at Oncenter - 1 (2%)
• Jacksonville Veterans Memorial Arena - 1 (2%)
• Darien Lake Performing Arts Center - 1 (2%)
• Lakeview Amphitheater - 1 (2%)
• Alpine Valley Music Theatre - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 23 (39%)
• After hiatus - 36 (61%)

305 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 22.0.
The average amount of times each song was played is 4.19.
There were 105 onetimers
1299 total songs have been played in the selected shows.

There were 1 one set shows
There were 47 two set shows
There were 10 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.
29 songs were in a five show rotation.

Total Times Played

Character Zero - 21 (35%)
Piper - 19 (32%)
Down with Disease - 18 (30%)
Run Like an Antelope - 18 (30%)
David Bowie - 17 (28%)
Mike's Song - 17 (28%)
Weekapaug Groove - 17 (28%)
Ghost - 16 (27%)
Free - 15 (25%)
Simple - 14 (23%)
Harry Hood - 13 (22%)
Possum - 13 (22%)
Sample in a Jar - 13 (22%)
Tweezer Reprise - 13 (22%)
Wolfman's Brother - 13 (22%)
You Enjoy Myself - 13 (22%)
Also Sprach Zarathustra - 12 (20%)
Back on the Train - 12 (20%)
Bathtub Gin - 12 (20%)
Bouncing Around the Room - 12 (20%)
Chalk Dust Torture - 12 (20%)
Prince Caspian - 12 (20%)
Slave to the Traffic Light - 12 (20%)
Split Open and Melt - 12 (20%)
Suzy Greenberg - 12 (20%)
The Moma Dance - 12 (20%)
Tube - 12 (20%)
Tweezer - 12 (20%)
Wilson - 12 (20%)
Reba - 11 (18%)
Stash - 11 (18%)
Twist - 11 (18%)
Cavern - 10 (16%)
Runaway Jim - 10 (16%)
AC/DC Bag - 9 (15%)
Carini - 9 (15%)
Fluffhead - 9 (15%)
Funky Bitch - 9 (15%)
Golgi Apparatus - 9 (15%)
Loving Cup - 9 (15%)
My Soul - 9 (15%)
Rift - 9 (15%)
Wading in the Velvet Sea - 9 (15%)
46 Days - 8 (13%)
Axilla - 8 (13%)
Backwards Down the Number Line - 8 (13%)
Divided Sky - 8 (13%)
Guyute - 8 (13%)
Lawn Boy - 8 (13%)
Light - 8 (13%)
Llama - 8 (13%)
Meatstick - 8 (13%)
NICU - 8 (13%)
Ocelot - 8 (13%)
Punch You in the Eye - 8 (13%)
Sand - 8 (13%)
Silent in the Morning - 8 (13%)
The Horse - 8 (13%)
The Squirming Coil - 8 (13%)
The Wedge - 8 (13%)
Boogie On Reggae Woman - 7 (11%)
Drowned - 7 (11%)
Heavy Things - 7 (11%)
Kill Devil Falls - 7 (11%)
Limb By Limb - 7 (11%)
Maze - 7 (11%)
Rocky Top - 7 (11%)
Scent of a Mule - 7 (11%)
Taste - 7 (11%)
Theme From the Bottom - 7 (11%)
Ya Mar - 7 (11%)
555 - 6 (10%)
Birds of a Feather - 6 (10%)
Bug - 6 (10%)
Cities - 6 (10%)
Frankenstein - 6 (10%)
Fuego - 6 (10%)
Good Times Bad Times - 6 (10%)
Gumbo - 6 (10%)
Halfway to the Moon - 6 (10%)
Halley's Comet - 6 (10%)
My Friend, My Friend - 6 (10%)
Poor Heart - 6 (10%)
Sneakin' Sally Through the Alley - 6 (10%)
Sparkle - 6 (10%)
Train Song - 6 (10%)
Auld Lang Syne - 5 (8%)
Farmhouse - 5 (8%)
First Tube - 5 (8%)
Horn - 5 (8%)
Jam - 5 (8%)
Joy - 5 (8%)
Julius - 5 (8%)
Roggae - 5 (8%)
The Lizards - 5 (8%)
The Mango Song - 5 (8%)
Undermind - 5 (8%)
Walls of the Cave - 5 (8%)
Wingsuit - 5 (8%)
Beauty of My Dreams - 4 (6%)
Crosseyed and Painless - 4 (6%)
Fast Enough for You - 4 (6%)
Fire - 4 (6%)
Gotta Jibboo - 4 (6%)
Ha Ha Ha - 4 (6%)
I Am Hydrogen - 4 (6%)
Mound - 4 (6%)
Nellie Kane - 4 (6%)
Rock and Roll - 4 (6%)
Stealing Time From the Faulty Plan - 4 (6%)
Sugar Shack - 4 (6%)
The Ballad of Curtis Loew - 4 (6%)
The Line - 4 (6%)
Timber (Jerry the Mule) - 4 (6%)
Twenty Years Later - 4 (6%)
Waste - 4 (6%)
A Song I Heard the Ocean Sing - 3 (5%)
Blaze On - 3 (5%)
Bold As Love - 3 (5%)
Brian and Robert - 3 (5%)
Camel Walk - 3 (5%)
Cars Trucks Buses - 3 (5%)
Catapult - 3 (5%)
Contact - 3 (5%)
Devotion To a Dream - 3 (5%)
Dirt - 3 (5%)
Fuck Your Face - 3 (5%)
Glide - 3 (5%)
Grind - 3 (5%)
Guelah Papyrus - 3 (5%)
Harpua - 3 (5%)
Hello My Baby - 3 (5%)
It's Ice - 3 (5%)
Makisupa Policeman - 3 (5%)
Petrichor - 3 (5%)
Roses Are Free - 3 (5%)
Show of Life - 3 (5%)
Steam - 3 (5%)
The Curtain With - 3 (5%)
Waiting All Night - 3 (5%)
Water in the Sky - 3 (5%)
What's the Use? - 3 (5%)
When the Circus Comes - 3 (5%)
Winterqueen - 3 (5%)
Yarmouth Road - 3 (5%)
Your Pet Cat - 3 (5%)
A Day in the Life - 2 (3%)
After Midnight - 2 (3%)
Army of One - 2 (3%)
Avenu Malkenu - 2 (3%)
Billy Breathes - 2 (3%)
Black-Eyed Katy - 2 (3%)
Breath and Burning - 2 (3%)
Brother - 2 (3%)
Buried Alive - 2 (3%)
Corinna - 2 (3%)
Crowd Control - 2 (3%)
Dem Bones - 2 (3%)
Driver - 2 (3%)
Esther - 2 (3%)
Everything's Right - 2 (3%)
Fee - 2 (3%)
Frankie Says - 2 (3%)
Friends - 2 (3%)
Golden Age - 2 (3%)
Hold Your Head Up - 2 (3%)
I Didn't Know - 2 (3%)
Icculus - 2 (3%)
Izabella - 2 (3%)
Jesus Just Left Chicago - 2 (3%)
Johnny B. Goode - 2 (3%)
La Grange - 2 (3%)
Light Up Or Leave Me Alone - 2 (3%)
Martian Monster - 2 (3%)
Meat - 2 (3%)
My Mind's Got a Mind of its Own - 2 (3%)
My Sweet One - 2 (3%)
No Men In No Man's Land - 2 (3%)
No Quarter - 2 (3%)
Party Time - 2 (3%)
Plasma - 2 (3%)
Quinn the Eskimo (The Mighty Quinn) - 2 (3%)
Rise/Come Together - 2 (3%)
Saw It Again - 2 (3%)
Set Your Soul Free - 2 (3%)
Seven Below - 2 (3%)
Sleeping Monkey - 2 (3%)
Steep - 2 (3%)
Strange Design - 2 (3%)
Swept Away - 2 (3%)
The Curtain - 2 (3%)
The Landlady - 2 (3%)
The Man Who Stepped Into Yesterday - 2 (3%)
The Old Home Place - 2 (3%)
The Sloth - 2 (3%)
Tide Turns - 2 (3%)
Uncle Pen - 2 (3%)
Vultures - 2 (3%)
Waves - 2 (3%)
Wombat - 2 (3%)
1999 - 1 (1%)
About to Run - 1 (1%)
Alaska - 1 (1%)
Albuquerque - 1 (1%)
Alumni Blues - 1 (1%)
Amazing Grace - 1 (1%)
Anything But Me - 1 (1%)
Architect - 1 (1%)
Ass Handed - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Big Alligator - 1 (1%)
Big Black Furry Creature from Mars - 1 (1%)
Bittersweet Motel - 1 (1%)
Blister in the Sun - 1 (1%)
Buffalo Bill - 1 (1%)
Caravan - 1 (1%)
Champagne Supernova - 1 (1%)
Che Hun Ta Mo - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool It Down - 1 (1%)
Cool Jerk - 1 (1%)
Cracklin' Rosie - 1 (1%)
Crazy Sometimes - 1 (1%)
Crossroads - 1 (1%)
Dear Prudence - 1 (1%)
Death Don't Hurt Very Long - 1 (1%)
Destiny Unbound - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Dinner and a Movie - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Bogart That Joint - 1 (1%)
Energy - 1 (1%)
Evening Song - 1 (1%)
Flatbed Truck Jam - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Foam - 1 (1%)
Free Bird - 1 (1%)
Friday - 1 (1%)
Frost - 1 (1%)
Ginseng Sullivan - 1 (1%)
Have Mercy - 1 (1%)
Head Held High - 1 (1%)
How High the Moon - 1 (1%)
I Am the Walrus - 1 (1%)
I Been Around - 1 (1%)
I Can't Turn You Loose Jam - 1 (1%)
I Found a Reason - 1 (1%)
I'm Blue, I'm Lonesome - 1 (1%)
If I Could - 1 (1%)
If You Need a Fool - 1 (1%)
Keyboard Army - 1 (1%)
Kung - 1 (1%)
Let Me Lie - 1 (1%)
Life on Mars? - 1 (1%)
Lonesome Cowboy Bill - 1 (1%)
Long Cool Woman in a Black Dress - 1 (1%)
Love You - 1 (1%)
Manteca - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mercury - 1 (1%)
Mexican Cousin - 1 (1%)
Miss You - 1 (1%)
More - 1 (1%)
Most Events Aren't Planned - 1 (1%)
NO2 - 1 (1%)
New Age - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
Olivia's Pool - 1 (1%)
On My Knees - 1 (1%)
On the Road Again - 1 (1%)
Once in a Lifetime - 1 (1%)
Paul and Silas - 1 (1%)
Peaches en Regalia - 1 (1%)
Psycho Killer - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Ride Captain Ride - 1 (1%)
Rotation Jam - 1 (1%)
Sabotage - 1 (1%)
Sanity - 1 (1%)
Say It To Me S.A.N.T.O.S. - 1 (1%)
Sixteen Candles - 1 (1%)
Smoke on the Water Jam - 1 (1%)
Soul Shakedown Party - 1 (1%)
Starman - 1 (1%)
Sunshine of Your Feeling - 1 (1%)
Sweet Jane - 1 (1%)
Talk - 1 (1%)
The Birdwatcher - 1 (1%)
The Connection - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Dogs - 1 (1%)
The Happy Whip and Dung Song - 1 (1%)
The Inlaw Josie Wales - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
The Star-Spangled Banner - 1 (1%)
Thread - 1 (1%)
Timber - 1 (1%)
Torn and Frayed - 1 (1%)
Train Round the Bend - 1 (1%)
Turtle in the Clouds - 1 (1%)
United We Stand - 1 (1%)
Waking Up Dead - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Who Loves the Sun? - 1 (1%)

First Set Openers

AC/DC Bag - 4
Runaway Jim - 4
Free - 3
Sample in a Jar - 3
Buried Alive - 2
Chalk Dust Torture - 2
Crowd Control - 2
Kill Devil Falls - 2
NICU - 2
The Landlady - 2
The Moma Dance - 2
Tube - 2
1999 - 1
Axilla - 1
Carini - 1
David Bowie - 1
Dogs Stole Things - 1
Don't Bogart That Joint - 1
Evening Song - 1
Funky Bitch - 1
Grind - 1
Guyute - 1
Llama - 1
Makisupa Policeman - 1
Maze - 1
Mike's Song - 1
My Friend, My Friend - 1
Party Time - 1
Poor Heart - 1
Punch You in the Eye - 1
Soul Shakedown Party - 1
Stealing Time From the Faulty Plan - 1
The Connection - 1
The Curtain With - 1
The Old Home Place - 1
The Squirming Coil - 1
Tweezer - 1
Walls of the Cave - 1
Water in the Sky - 1
Wilson - 1
Wolfman's Brother - 1

First Set Closers

Character Zero - 6
David Bowie - 5
Cavern - 4
Run Like an Antelope - 4
Frankenstein - 3
Suzy Greenberg - 3
Walls of the Cave - 3
Weekapaug Groove - 3
Bathtub Gin - 2
Fire - 2
La Grange - 2
46 Days - 1
A Song I Heard the Ocean Sing - 1
After Midnight - 1
Bold As Love - 1
Chalk Dust Torture - 1
Fluffhead - 1
Ghost - 1
Golgi Apparatus - 1
Good Times Bad Times - 1
Hello My Baby - 1
Izabella - 1
Light Up Or Leave Me Alone - 1
My Soul - 1
Plasma - 1
Possum - 1
Runaway Jim - 1
Split Open and Melt - 1
Stash - 1
Taste - 1
The Squirming Coil - 1
Wingsuit - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 7
Drowned - 4
Mike's Song - 3
AC/DC Bag - 2
Also Sprach Zarathustra - 2
Chalk Dust Torture - 2
Crosseyed and Painless - 2
Ghost - 2
Runaway Jim - 2
Stash - 2
Wilson - 2
46 Days - 1
Axilla - 1
Backwards Down the Number Line - 1
Birds of a Feather - 1
David Bowie - 1
Energy - 1
Funky Bitch - 1
Glide - 1
Golden Age - 1
Julius - 1
Llama - 1
Makisupa Policeman - 1
Meatstick - 1
NICU - 1
Piper - 1
Possum - 1
Prince Caspian - 1
Sand - 1
Simple - 1
Split Open and Melt - 1
Stealing Time From the Faulty Plan - 1
The Curtain - 1
Timber (Jerry the Mule) - 1
Tweezer - 1
Twist - 1
Waves - 1
Who Loves the Sun? - 1
Wolfman's Brother - 1

Second Set Closers

Slave to the Traffic Light - 6
Run Like an Antelope - 5
Weekapaug Groove - 5
You Enjoy Myself - 5
Character Zero - 4
Frankenstein - 2
Golgi Apparatus - 2
Loving Cup - 2
46 Days - 1
Bold As Love - 1
Carini - 1
Cavern - 1
Chalk Dust Torture - 1
David Bowie - 1
Dem Bones - 1
Down with Disease - 1
First Tube - 1
Fluffhead - 1
Ghost - 1
Good Times Bad Times - 1
Harpua - 1
Hello My Baby - 1
Izabella - 1
Llama - 1
Martian Monster - 1
Meatstick - 1
More - 1
Oh! Sweet Nuthin' - 1
Possum - 1
Rock and Roll - 1
Rocky Top - 1
Split Open and Melt - 1
Suzy Greenberg - 1
The Star-Spangled Banner - 1
Walls of the Cave - 1

Third Set Openers

Chalk Dust Torture - 1
Character Zero - 1
Dem Bones - 1
Fast Enough for You - 1
Makisupa Policeman - 1
My Soul - 1
Petrichor - 1
Runaway Jim - 1
Twist - 1
Wilson - 1
Wolfman's Brother - 1

Third Set Closers

First Tube - 1
Fluffhead - 1
Friday - 1
Ghost - 1
Jam - 1
Julius - 1
Llama - 1
Slave to the Traffic Light - 1
Tweezer Reprise - 1
Weekapaug Groove - 1
You Enjoy Myself - 1

Fourth Set Openers

Flatbed Truck Jam - 1

Fourth Set Closers

Flatbed Truck Jam - 1

Encores

Tweezer Reprise - 11
Loving Cup - 7
Character Zero - 6
Rocky Top - 5
Good Times Bad Times - 4
Harry Hood - 4
The Squirming Coil - 4
First Tube - 3
Boogie On Reggae Woman - 2
Grind - 2
Harpua - 2
Joy - 2
Possum - 2
Show of Life - 2
Silent in the Morning - 2
Sleeping Monkey - 2
The Horse - 2
After Midnight - 1
Alumni Blues - 1
Amazing Grace - 1
Bold As Love - 1
Buffalo Bill - 1
Bug - 1
Camel Walk - 1
Contact - 1
David Bowie - 1
Dear Prudence - 1
Driver - 1
Fee - 1
Fire - 1
Fluffhead - 1
Free Bird - 1
Fuck Your Face - 1
Glide - 1
Golgi Apparatus - 1
Johnny B. Goode - 1
Julius - 1
Keyboard Army - 1
Lawn Boy - 1
Meatstick - 1
NO2 - 1
On the Road Again - 1
Once in a Lifetime - 1
Punch You in the Eye - 1
Rise/Come Together - 1
Sabotage - 1
Sample in a Jar - 1
Suzy Greenberg - 1
The Ballad of Curtis Loew - 1
The Curtain With - 1
United We Stand - 1
While My Guitar Gently Weeps - 1
Wilson - 1
You Enjoy Myself - 1
Your Pet Cat - 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 1996

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 36 song debuts
0.61 debuts per show.
The most frequently played song you have seen debuted is Rock and Roll (92 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Jam - 5
Beauty of My Dreams - 4
Cars Trucks Buses - 3
Catapult - 3
Guelah Papyrus - 3
Hello My Baby - 3
Makisupa Policeman - 3
When the Circus Comes - 3
A Day in the Life - 2
Avenu Malkenu - 2

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

Carini - 9
46 Days - 8
Backwards Down the Number Line - 8
Light - 8
Ocelot - 8
Kill Devil Falls - 7
555 - 6
Fuego - 6
Halfway to the Moon - 6
First Tube - 5

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:

Taste - 7
Jam - 5
Beauty of My Dreams - 4
I Am Hydrogen - 4
Cars Trucks Buses - 3
Catapult - 3
Guelah Papyrus - 3
Hello My Baby - 3
Makisupa Policeman - 3
When the Circus Comes - 3

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

Backwards Down the Number Line - 8
Light - 8
Ocelot - 8
Kill Devil Falls - 7
555 - 6
Fuego - 6
Halfway to the Moon - 6
First Tube - 5
Joy - 5
Undermind - 5

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