Shows by day of week

• Sunday- 13
• Monday- 8
• Tuesday- 8
• Wednesday- 4
• Thursday- 5
• Friday- 17
• Saturday- 19

Shows by month

• January -
• February - 1
• March -
• April - 1
• May - 3
• June - 9
• July - 9
• August - 21
• September - 18
• October - 3
• November - 8
• December - 1

Shows by year

• 1992- 1
• 1993- 2
• 1994- 4
• 1995- 4
• 1996- 7
• 1997- 6
• 1998- 6
• 1999- 1
• 2000- 2
• 2001- 0
• 2002- 0
• 2003- 2
• 2004- 0
• 2009- 4
• 2010- 8
• 2011- 6
• 2012- 3
• 2013- 3
• 2014- 2
• 2015- 3
• 2016- 3
• 2017- 1
• 2018- 2
• 2019- 1
• 2020- 0
• 2021- 1
• 2022- 0
• 2023- 1
• 2024- 1

Most Frequently Played Dates

• 8/31- 5
• 9/2- 5
• 8/30- 3
• 9/1- 3
• 9/4- 3
• 6/10- 2
• 6/9- 2
• 8/2- 2
• 8/5- 2
• 8/6- 2
• 9/3- 2
• 9/5- 2
• 10/10- 1
• 10/11- 1
• 10/12- 1
• 11/13- 1
• 11/14- 1
• 11/16- 1
• 11/17- 1
• 11/2- 1
• 11/29- 1

Shows by States

• CO - 47 (64%)
• UT - 7 (9%)
• CA - 5 (7%)
• KS - 4 (5%)
• AZ - 3 (4%)
• TX - 3 (4%)
• NY - 3 (4%)
• ID - 1 (1%)
• NV - 1 (1%)

Shows by Time Zone

• Mountain - 58 (78%)
• Central - 7 (9%)
• Pacific - 6 (8%)
• Eastern - 3 (4%)

Shows by Cities

• Commerce City, CO - 24 (32%)
• Morrison, CO - 12 (16%)
• Denver, CO - 4 (5%)
• Salt Lake City, UT - 3 (4%)
• Bonner Springs, KS - 3 (4%)
• Phoenix, AZ - 3 (4%)
• West Valley City, UT - 3 (4%)
• Broomfield, CO - 3 (4%)
• Bethel, NY - 3 (4%)
• Berkeley, CA - 3 (4%)
• Austin, TX - 2 (3%)
• Telluride, CO - 2 (3%)
• Park City, UT - 1 (1%)
• Englewood, CO - 1 (1%)
• Las Vegas, NV - 1 (1%)
• Kansas City, KS - 1 (1%)
• Daly City, CA - 1 (1%)
• Sacramento, CA - 1 (1%)
• The Woodlands, TX - 1 (1%)
• Boise, ID - 1 (1%)
• Boulder, CO - 1 (1%)

Shows by Venues

• Dick's Sporting Goods Park - 24 (32%)
• Red Rocks Amphitheatre - 12 (16%)
• Verizon Wireless Amphitheater Kansas City - 3 (4%)
• Bethel Woods Center for the Arts - 3 (4%)
• McNichols Arena - 3 (4%)
• 1stBank Center - 3 (4%)
• Berkeley - 3 (4%)
• The “E” Center - 2 (3%)
• South Park Meadows - 2 (3%)
• Cricket Pavilion - 2 (3%)
• Telluride Town Park - 2 (3%)
• Thomas & Mack Center - 1 (1%)
• The Fox Theatre - 1 (1%)
• Cynthia Woods Mitchell Pavilion - 1 (1%)
• America West Arena - 1 (1%)
• Fiddler's Green - 1 (1%)
• The Delta Center - 1 (1%)
• USANA Amphitheatre - 1 (1%)
• ARCO Arena - 1 (1%)
• Pepsi Center - 1 (1%)
• Triad Amphitheater - 1 (1%)
• Boise State University Pavilion - 1 (1%)
• Wolf Mountain Amphitheatre - 1 (1%)
• The Cow Palace - 1 (1%)
• Saltair Pavilion - 1 (1%)
• Memorial Hall - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 33 (45%)
• After hiatus - 41 (55%)

310 different songs have been played (31% of songs Phish have played).
The average number of songs per show is 20.2.
The average amount of times each song was played is 4.77.
There were 108 onetimers
1500 total songs have been played in the selected shows.

There were 74 two set shows
7 songs were in a four show rotation.
30 songs were in a five show rotation.

Total Times Played

Run Like an Antelope - 22 (29%)
Chalk Dust Torture - 21 (28%)
Down with Disease - 20 (27%)
Harry Hood - 20 (27%)
Slave to the Traffic Light - 20 (27%)
Mike's Song - 19 (25%)
Weekapaug Groove - 19 (25%)
Stash - 18 (24%)
Tweezer - 18 (24%)
You Enjoy Myself - 18 (24%)
Wolfman's Brother - 17 (22%)
Bouncing Around the Room - 16 (21%)
Free - 16 (21%)
Piper - 16 (21%)
Sample in a Jar - 16 (21%)
The Moma Dance - 16 (21%)
Theme From the Bottom - 16 (21%)
Also Sprach Zarathustra - 15 (20%)
Cavern - 15 (20%)
Divided Sky - 15 (20%)
Funky Bitch - 15 (20%)
Ghost - 15 (20%)
Maze - 15 (20%)
Poor Heart - 15 (20%)
Possum - 15 (20%)
Runaway Jim - 15 (20%)
Simple - 15 (20%)
The Squirming Coil - 15 (20%)
The Wedge - 15 (20%)
Tweezer Reprise - 15 (20%)
David Bowie - 14 (18%)
Bathtub Gin - 13 (17%)
Julius - 13 (17%)
Limb By Limb - 13 (17%)
Prince Caspian - 13 (17%)
Rift - 13 (17%)
Split Open and Melt - 13 (17%)
AC/DC Bag - 12 (16%)
Character Zero - 12 (16%)
Loving Cup - 12 (16%)
Suzy Greenberg - 12 (16%)
Fluffhead - 11 (14%)
It's Ice - 11 (14%)
Scent of a Mule - 11 (14%)
Taste - 11 (14%)
Back on the Train - 10 (13%)
Halley's Comet - 10 (13%)
I Am Hydrogen - 10 (13%)
Light - 10 (13%)
NICU - 10 (13%)
Reba - 10 (13%)
Sand - 10 (13%)
Tube - 10 (13%)
Twist - 10 (13%)
46 Days - 9 (12%)
Backwards Down the Number Line - 9 (12%)
Carini - 9 (12%)
Golgi Apparatus - 9 (12%)
Hold Your Head Up - 9 (12%)
Horn - 9 (12%)
Sparkle - 9 (12%)
Stealing Time From the Faulty Plan - 9 (12%)
Wilson - 9 (12%)
Fee - 8 (10%)
Guelah Papyrus - 8 (10%)
Gumbo - 8 (10%)
Ocelot - 8 (10%)
Silent in the Morning - 8 (10%)
Sleeping Monkey - 8 (10%)
Kill Devil Falls - 7 (9%)
Roses Are Free - 7 (9%)
The Lizards - 7 (9%)
Timber (Jerry the Mule) - 7 (9%)
Walls of the Cave - 7 (9%)
Ya Mar - 7 (9%)
A Day in the Life - 6 (8%)
Boogie On Reggae Woman - 6 (8%)
Foam - 6 (8%)
Guyute - 6 (8%)
Joy - 6 (8%)
Lawn Boy - 6 (8%)
Meatstick - 6 (8%)
Rocky Top - 6 (8%)
Steam - 6 (8%)
Strange Design - 6 (8%)
The Horse - 6 (8%)
The Mango Song - 6 (8%)
Alaska - 5 (6%)
Birds of a Feather - 5 (6%)
Bug - 5 (6%)
Buried Alive - 5 (6%)
Crosseyed and Painless - 5 (6%)
Fuego - 5 (6%)
Golden Age - 5 (6%)
Heavy Things - 5 (6%)
Llama - 5 (6%)
My Soul - 5 (6%)
Punch You in the Eye - 5 (6%)
Rock and Roll - 5 (6%)
Seven Below - 5 (6%)
Sweet Adeline - 5 (6%)
Wading in the Velvet Sea - 5 (6%)
What's the Use? - 5 (6%)
Amazing Grace - 4 (5%)
Beauty of My Dreams - 4 (5%)
Billy Breathes - 4 (5%)
Brian and Robert - 4 (5%)
Cars Trucks Buses - 4 (5%)
Dirt - 4 (5%)
Farmhouse - 4 (5%)
First Tube - 4 (5%)
Frankenstein - 4 (5%)
Gotta Jibboo - 4 (5%)
Ha Ha Ha - 4 (5%)
Halfway to the Moon - 4 (5%)
Makisupa Policeman - 4 (5%)
Mound - 4 (5%)
My Friend, My Friend - 4 (5%)
No Men In No Man's Land - 4 (5%)
Roggae - 4 (5%)
Sneakin' Sally Through the Alley - 4 (5%)
Uncle Pen - 4 (5%)
Undermind - 4 (5%)
Waste - 4 (5%)
555 - 3 (4%)
A Song I Heard the Ocean Sing - 3 (4%)
Bittersweet Motel - 3 (4%)
Blaze On - 3 (4%)
Bold As Love - 3 (4%)
Brother - 3 (4%)
Camel Walk - 3 (4%)
Contact - 3 (4%)
Esther - 3 (4%)
Everything's Right - 3 (4%)
Fast Enough for You - 3 (4%)
Ginseng Sullivan - 3 (4%)
Harpua - 3 (4%)
If I Could - 3 (4%)
Jesus Just Left Chicago - 3 (4%)
Johnny B. Goode - 3 (4%)
Martian Monster - 3 (4%)
Mercury - 3 (4%)
Nellie Kane - 3 (4%)
Saw It Again - 3 (4%)
Set Your Soul Free - 3 (4%)
Steep - 3 (4%)
Swept Away - 3 (4%)
The Landlady - 3 (4%)
The Oh Kee Pa Ceremony - 3 (4%)
Train Song - 3 (4%)
Twenty Years Later - 3 (4%)
Water in the Sky - 3 (4%)
When the Circus Comes - 3 (4%)
Wingsuit - 3 (4%)
Winterqueen - 3 (4%)
Wombat - 3 (4%)
Yarmouth Road - 3 (4%)
Acoustic Army - 2 (2%)
All Things Reconsidered - 2 (2%)
Axilla - 2 (2%)
Big Black Furry Creature from Mars - 2 (2%)
Black-Eyed Katy - 2 (2%)
Cities - 2 (2%)
Dinner and a Movie - 2 (2%)
Driver - 2 (2%)
Drowned - 2 (2%)
Emotional Rescue - 2 (2%)
Evolve - 2 (2%)
Fire - 2 (2%)
Frankie Says - 2 (2%)
Glide - 2 (2%)
Good Times Bad Times - 2 (2%)
Grind - 2 (2%)
Hello My Baby - 2 (2%)
I Didn't Know - 2 (2%)
Izabella - 2 (2%)
Lifeboy - 2 (2%)
Lonesome Cowboy Bill - 2 (2%)
Meat - 2 (2%)
More - 2 (2%)
Mountains in the Mist - 2 (2%)
Olivia's Pool - 2 (2%)
Over the Rainbow - 2 (2%)
Party Time - 2 (2%)
Purple Rain - 2 (2%)
Quinn the Eskimo (The Mighty Quinn) - 2 (2%)
Ruby Waves - 2 (2%)
Shine a Light - 2 (2%)
Show of Life - 2 (2%)
Sparks - 2 (2%)
Sugar Shack - 2 (2%)
Summer of '89 - 2 (2%)
Tela - 2 (2%)
The Curtain - 2 (2%)
The Curtain With - 2 (2%)
The Old Home Place - 2 (2%)
The Sloth - 2 (2%)
Time Turns Elastic - 2 (2%)
Waiting All Night - 2 (2%)
Walk Away - 2 (2%)
Waves - 2 (2%)
Weigh - 2 (2%)
A Wave of Hope - 1 (1%)
Access Me - 1 (1%)
After Midnight - 1 (1%)
All of These Dreams - 1 (1%)
Amazing Grace Jam - 1 (1%)
Any Colour You Like - 1 (1%)
Army of One - 1 (1%)
Ass Handed - 1 (1%)
Axilla (Part II) - 1 (1%)
Beauty of a Broken Heart - 1 (1%)
Big Ball Jam - 1 (1%)
Bike - 1 (1%)
Bliss - 1 (1%)
Blister in the Sun Jam - 1 (1%)
Brain Damage - 1 (1%)
Breath and Burning - 1 (1%)
Breathe - 1 (1%)
Catapult - 1 (1%)
Cold as Ice - 1 (1%)
Come Together - 1 (1%)
Crazy Sometimes - 1 (1%)
Daniel Saw the Stone - 1 (1%)
Demand - 1 (1%)
Destiny Unbound - 1 (1%)
Devotion To a Dream - 1 (1%)
Dogs Stole Things - 1 (1%)
Don't Doubt Me - 1 (1%)
Don't You Want To Go? - 1 (1%)
Drift While You're Sleeping - 1 (1%)
Drums - 1 (1%)
Easy To Slip - 1 (1%)
Eclipse - 1 (1%)
Ether Edge - 1 (1%)
Everybody's Got Something to Hide Except Me and My Monkey - 1 (1%)
Free Bird - 1 (1%)
Fuck Your Face - 1 (1%)
Guy Forget - 1 (1%)
Hey Stranger - 1 (1%)
Highway to Hell - 1 (1%)
Home - 1 (1%)
I Wan'na Be Like You - 1 (1%)
Icculus - 1 (1%)
If I Only Had a Brain - 1 (1%)
Jam - 1 (1%)
Keyboard Army - 1 (1%)
La Grange - 1 (1%)
Legalize It - 1 (1%)
Lengthwise - 1 (1%)
Let Me Lie - 1 (1%)
Life on Mars? - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Lonely Trip - 1 (1%)
Love You - 1 (1%)
Low Rider - 1 (1%)
Manteca - 1 (1%)
McGrupp and the Watchful Hosemasters - 1 (1%)
Mexican Cousin - 1 (1%)
Mind Left Body Jam - 1 (1%)
Money - 1 (1%)
Most Events Aren't Planned - 1 (1%)
Mr. Completely - 1 (1%)
My Left Toe - 1 (1%)
My Problem Right There - 1 (1%)
NO2 - 1 (1%)
No Quarter - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
On The Run - 1 (1%)
On Your Way Down - 1 (1%)
On the Road Again - 1 (1%)
Once in a Lifetime - 1 (1%)
Ride Captain Ride - 1 (1%)
Sabotage - 1 (1%)
Sanity - 1 (1%)
Say It To Me S.A.N.T.O.S. - 1 (1%)
Say Something - 1 (1%)
Scents and Subtle Sounds - 1 (1%)
Secret Smile - 1 (1%)
Shade - 1 (1%)
She Caught the Katy and Left Me a Mule to Ride - 1 (1%)
Sigma Oasis - 1 (1%)
Sleep Again - 1 (1%)
Smells Like Teen Spirit - 1 (1%)
Soul Shakedown Party - 1 (1%)
Speak to Me - 1 (1%)
Spock's Brain - 1 (1%)
Spread It 'Round - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Virginia - 1 (1%)
Take the 'A' Train - 1 (1%)
Talk - 1 (1%)
Terrapin - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birdwatcher - 1 (1%)
The Final Hurrah - 1 (1%)
The Great Gig in the Sky - 1 (1%)
The Howling - 1 (1%)
The Line - 1 (1%)
The Lion Sleeps Tonight - 1 (1%)
The Way It Goes - 1 (1%)
Theme from Star Trek - 1 (1%)
Thunderhead - 1 (1%)
Time - 1 (1%)
Two Versions of Me - 1 (1%)
United We Stand - 1 (1%)
Us and Them - 1 (1%)
What Things Seem - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

Runaway Jim - 6
AC/DC Bag - 5
Buried Alive - 4
Chalk Dust Torture - 4
The Moma Dance - 4
Possum - 3
Divided Sky - 2
Free - 2
Ghost - 2
Llama - 2
Makisupa Policeman - 2
Roses Are Free - 2
Sample in a Jar - 2
Theme From the Bottom - 2
Tube - 2
Tweezer - 2
Wilson - 2
A Song I Heard the Ocean Sing - 1
Back on the Train - 1
Bathtub Gin - 1
Cars Trucks Buses - 1
Don't You Want To Go? - 1
Down with Disease - 1
Emotional Rescue - 1
Everybody's Got Something to Hide Except Me and My Monkey - 1
First Tube - 1
Fluffhead - 1
Frankenstein - 1
Limb By Limb - 1
Maze - 1
My Friend, My Friend - 1
NICU - 1
No Men In No Man's Land - 1
Over the Rainbow - 1
Rocky Top - 1
Run Like an Antelope - 1
Sand - 1
Simple - 1
Slave to the Traffic Light - 1
Stealing Time From the Faulty Plan - 1
The Curtain With - 1
The Landlady - 1
The Squirming Coil - 1

First Set Closers

Run Like an Antelope - 13
Julius - 6
Character Zero - 4
Possum - 4
Bathtub Gin - 3
Cavern - 3
Chalk Dust Torture - 3
Loving Cup - 3
Suzy Greenberg - 3
46 Days - 2
David Bowie - 2
Golgi Apparatus - 2
Stealing Time From the Faulty Plan - 2
The Squirming Coil - 2
Walls of the Cave - 2
Bold As Love - 1
Drift While You're Sleeping - 1
Easy To Slip - 1
Fire - 1
Frankenstein - 1
Funky Bitch - 1
Ghost - 1
Hello My Baby - 1
Izabella - 1
Kill Devil Falls - 1
Rock and Roll - 1
Runaway Jim - 1
Sample in a Jar - 1
Slave to the Traffic Light - 1
Split Open and Melt - 1
Stash - 1
Sweet Adeline - 1
Undermind - 1
Weekapaug Groove - 1
Wolfman's Brother - 1

Second Set Openers

Down with Disease - 6
Mike's Song - 6
Also Sprach Zarathustra - 3
Carini - 3
Chalk Dust Torture - 3
Rock and Roll - 3
Runaway Jim - 3
Sand - 3
Split Open and Melt - 3
Wilson - 3
Wolfman's Brother - 3
AC/DC Bag - 2
Golden Age - 2
Piper - 2
Set Your Soul Free - 2
Timber (Jerry the Mule) - 2
A Song I Heard the Ocean Sing - 1
Axilla (Part II) - 1
Boogie On Reggae Woman - 1
Crosseyed and Painless - 1
Drowned - 1
Everything's Right - 1
Fuego - 1
Gotta Jibboo - 1
Ha Ha Ha - 1
La Grange - 1
Maze - 1
Mr. Completely - 1
No Men In No Man's Land - 1
Olivia's Pool - 1
Party Time - 1
Possum - 1
Punch You in the Eye - 1
Run Like an Antelope - 1
Simple - 1
Stash - 1
The Curtain - 1
The Moma Dance - 1
The Squirming Coil - 1
The Wedge - 1
Ya Mar - 1

Second Set Closers

Slave to the Traffic Light - 12
Harry Hood - 5
You Enjoy Myself - 5
Weekapaug Groove - 4
Run Like an Antelope - 3
Suzy Greenberg - 3
A Day in the Life - 2
Backwards Down the Number Line - 2
David Bowie - 2
Funky Bitch - 2
Julius - 2
Sweet Adeline - 2
The Squirming Coil - 2
Tweezer Reprise - 2
Walls of the Cave - 2
Amazing Grace Jam - 1
Bold As Love - 1
Cavern - 1
Chalk Dust Torture - 1
Character Zero - 1
Daniel Saw the Stone - 1
Everything's Right - 1
First Tube - 1
Fluffhead - 1
Frankenstein - 1
Fuck Your Face - 1
Golgi Apparatus - 1
Harpua - 1
Izabella - 1
Johnny B. Goode - 1
Light - 1
Loving Cup - 1
Piper - 1
Rock and Roll - 1
Runaway Jim - 1
Sample in a Jar - 1
Split Open and Melt - 1
Stash - 1
The Lion Sleeps Tonight - 1

Encores

Tweezer Reprise - 13
Loving Cup - 8
Sleeping Monkey - 8
Character Zero - 5
Rocky Top - 4
The Squirming Coil - 4
A Day in the Life - 3
Bouncing Around the Room - 3
Meatstick - 3
Cavern - 2
First Tube - 2
Golgi Apparatus - 2
Good Times Bad Times - 2
Harry Hood - 2
Hold Your Head Up - 2
Julius - 2
More - 2
Possum - 2
Run Like an Antelope - 2
Sample in a Jar - 2
Suzy Greenberg - 2
The Lizards - 2
The Mango Song - 2
After Midnight - 1
Amazing Grace - 1
Backwards Down the Number Line - 1
Bike - 1
Bittersweet Motel - 1
Bold As Love - 1
Boogie On Reggae Woman - 1
Brian and Robert - 1
Bug - 1
Camel Walk - 1
David Bowie - 1
Don't Doubt Me - 1
Driver - 1
Evolve - 1
Fee - 1
Fire - 1
Fluffhead - 1
Free Bird - 1
Grind - 1
Harpua - 1
Highway to Hell - 1
Johnny B. Goode - 1
Keyboard Army - 1
Lawn Boy - 1
Martian Monster - 1
Mexican Cousin - 1
NICU - 1
NO2 - 1
Nellie Kane - 1
Oh! Sweet Nuthin' - 1
On the Road Again - 1
Once in a Lifetime - 1
Punch You in the Eye - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Sabotage - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
Silent in the Morning - 1
Slave to the Traffic Light - 1
Smells Like Teen Spirit - 1
The Horse - 1
Theme From the Bottom - 1
Theme from Star Trek - 1
United We Stand - 1
Walls of the Cave - 1
While My Guitar Gently Weeps - 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 1992

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 33 song debuts
0.45 debuts per show.
The most frequently played song you have seen debuted is Prince Caspian (178 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 - 6
Amazing Grace - 4
Beauty of My Dreams - 4
Brother - 3
Contact - 3
Ginseng Sullivan - 3
If I Could - 3
Jesus Just Left Chicago - 3
Johnny B. Goode - 3
Steep - 3

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

Light - 10
Sand - 10
46 Days - 9
Backwards Down the Number Line - 9
Carini - 9
Stealing Time From the Faulty Plan - 9
Ocelot - 8
Kill Devil Falls - 7
Walls of the Cave - 7
Joy - 6

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:

Rocky Top - 6
Amazing Grace - 4
Beauty of My Dreams - 4
Ha Ha Ha - 4
Brother - 3
Contact - 3
Ginseng Sullivan - 3
If I Could - 3
Jesus Just Left Chicago - 3
Johnny B. Goode - 3

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

Light - 10
Sand - 10
46 Days - 9
Backwards Down the Number Line - 9
Stealing Time From the Faulty Plan - 9
Ocelot - 8
Kill Devil Falls - 7
Joy - 6
Meatstick - 6
Steam - 6

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