Shows by day of week

• Sunday- 13
• Monday- 4
• Tuesday- 5
• Wednesday- 7
• Thursday- 8
• Friday- 17
• Saturday- 18

Shows by month

• January - 2
• February -
• March -
• April -
• May -
• June - 5
• July - 27
• August - 17
• September - 3
• October - 1
• November - 3
• December - 14

Shows by year

• 1995- 1
• 1996- 6
• 1997- 5
• 1998- 10
• 1999- 7
• 2000- 9
• 2001- 0
• 2002- 1
• 2003- 0
• 2004- 2
• 2009- 0
• 2010- 2
• 2011- 5
• 2012- 3
• 2013- 3
• 2014- 3
• 2015- 6
• 2016- 9
• 2017- 0
• 2018- 0
• 2019- 0
• 2020- 0
• 2021- 0
• 2022- 0
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 12/31- 3
• 7/3- 3
• 8/15- 3
• 12/30- 2
• 7/1- 2
• 7/10- 2
• 7/2- 2
• 7/20- 2
• 7/21- 2
• 7/6- 2
• 8/14- 2
• 8/16- 2
• 1/1- 1
• 1/2- 1
• 10/16- 1
• 11/11- 1
• 11/13- 1
• 11/9- 1
• 12/11- 1
• 12/12- 1
• 12/13- 1

Shows by States

• NY - 39 (54%)
• IN - 8 (11%)
• IL - 6 (8%)
• MI - 5 (7%)
• OH - 5 (7%)
• ON - 2 (3%)
• WI - 2 (3%)
• ME - 2 (3%)
• VT - 2 (3%)
• PA - 1 (1%)

Shows by Time Zone

• Eastern - 64 (89%)
• Central - 8 (11%)
• Mountain - 0 (0%)
• Pacific - 0 (0%)

Shows by Cities

• Saratoga Springs, NY - 9 (13%)
• New York, NY - 9 (13%)
• Noblesville, IN - 8 (11%)
• Watkins Glen, NY - 6 (8%)
• Chicago, IL - 5 (7%)
• Albany, NY - 4 (6%)
• Auburn Hills, MI - 3 (4%)
• Columbus, OH - 3 (4%)
• Coventry, VT - 2 (3%)
• Volney, NY - 2 (3%)
• Toronto, ON - 2 (3%)
• Darien Center, NY - 2 (3%)
• Limestone, ME - 2 (3%)
• Plattsburgh, NY - 2 (3%)
• Rochester, NY - 2 (3%)
• East Troy, WI - 2 (3%)
• Cleveland, OH - 1 (1%)
• Burgettstown, PA - 1 (1%)
• Tinley Park, IL - 1 (1%)
• Lake Placid, NY - 1 (1%)
• Niagara Falls, NY - 1 (1%)
• Clarkston, MI - 1 (1%)
• Syracuse, NY - 1 (1%)
• Grand Rapids, MI - 1 (1%)
• Cuyahoga Falls, OH - 1 (1%)

Shows by Venues

• Saratoga Performing Arts Center - 9 (13%)
• Madison Square Garden - 9 (13%)
• Ruoff Music Center - 8 (11%)
• Watkins Glen International - 6 (8%)
• Pepsi Arena - 4 (6%)
• The Palace of Auburn Hills - 3 (4%)
• Polaris Amphitheater - 3 (4%)
• Huntington Bank Pavilion at Northerly Island - 3 (4%)
• Loring Commerce Centre - 2 (3%)
• Newport State Airport - 2 (3%)
• Plattsburgh Air Force Base - 2 (3%)
• Oswego County Airport - 2 (3%)
• Darien Lake Performing Arts Center - 2 (3%)
• Wrigley Field - 2 (3%)
• BlueCross Arena - 2 (3%)
• Budweiser Stage - 2 (3%)
• Alpine Valley Music Theatre - 2 (3%)
• World Music Theatre - 1 (1%)
• Blossom Music Center - 1 (1%)
• CSU Convocation Center - 1 (1%)
• DTE Energy Music Theatre - 1 (1%)
• Lakeview Amphitheater - 1 (1%)
• Post-Gazette Pavilion at Star Lake - 1 (1%)
• Niagara Falls Convention Center - 1 (1%)
• Olympic Center - 1 (1%)
• Van Andel Arena - 1 (1%)

Hiatus Show Breakdown

• Before hiatus - 38 (53%)
• After hiatus - 34 (47%)

292 different songs have been played (29% of songs Phish have played).
The average number of songs per show is 21.5.
The average amount of times each song was played is 5.21.
There were 87 onetimers
1550 total songs have been played in the selected shows.

There were 59 two set shows
There were 9 three set shows
There were 4 four set shows
11 songs were in a four show rotation.
20 songs were in a five show rotation.

Total Times Played

Character Zero - 22 (30%)
Harry Hood - 22 (30%)
Run Like an Antelope - 22 (30%)
Chalk Dust Torture - 20 (27%)
David Bowie - 20 (27%)
Sample in a Jar - 20 (27%)
Down with Disease - 19 (26%)
Mike's Song - 18 (25%)
Piper - 18 (25%)
The Moma Dance - 18 (25%)
Weekapaug Groove - 18 (25%)
Ghost - 17 (23%)
Possum - 17 (23%)
Prince Caspian - 17 (23%)
Limb By Limb - 16 (22%)
Taste - 16 (22%)
Tube - 16 (22%)
Also Sprach Zarathustra - 15 (20%)
Bathtub Gin - 15 (20%)
Divided Sky - 15 (20%)
Punch You in the Eye - 14 (19%)
Reba - 14 (19%)
Twist - 14 (19%)
Wilson - 14 (19%)
Wolfman's Brother - 14 (19%)
AC/DC Bag - 13 (18%)
Free - 13 (18%)
Funky Bitch - 13 (18%)
Maze - 13 (18%)
Rift - 13 (18%)
Tweezer - 13 (18%)
Tweezer Reprise - 13 (18%)
You Enjoy Myself - 13 (18%)
Birds of a Feather - 12 (16%)
Cavern - 12 (16%)
Golgi Apparatus - 12 (16%)
It's Ice - 12 (16%)
Loving Cup - 12 (16%)
NICU - 12 (16%)
Simple - 12 (16%)
Axilla - 11 (15%)
Back on the Train - 11 (15%)
Boogie On Reggae Woman - 11 (15%)
The Squirming Coil - 11 (15%)
Theme From the Bottom - 11 (15%)
Carini - 10 (13%)
Guyute - 10 (13%)
Lawn Boy - 10 (13%)
Roggae - 10 (13%)
Runaway Jim - 10 (13%)
Slave to the Traffic Light - 10 (13%)
Split Open and Melt - 10 (13%)
Strange Design - 10 (13%)
Waste - 10 (13%)
46 Days - 9 (12%)
Farmhouse - 9 (12%)
Good Times Bad Times - 9 (12%)
Heavy Things - 9 (12%)
Sparkle - 9 (12%)
Suzy Greenberg - 9 (12%)
The Wedge - 9 (12%)
Wading in the Velvet Sea - 9 (12%)
When the Circus Comes - 9 (12%)
Backwards Down the Number Line - 8 (11%)
Bouncing Around the Room - 8 (11%)
Cars Trucks Buses - 8 (11%)
Cities - 8 (11%)
Jam - 8 (11%)
Julius - 8 (11%)
Light - 8 (11%)
My Friend, My Friend - 8 (11%)
Sand - 8 (11%)
The Lizards - 8 (11%)
Dirt - 7 (9%)
First Tube - 7 (9%)
Fluffhead - 7 (9%)
Ginseng Sullivan - 7 (9%)
Gotta Jibboo - 7 (9%)
Gumbo - 7 (9%)
Halley's Comet - 7 (9%)
I Didn't Know - 7 (9%)
Kill Devil Falls - 7 (9%)
Meatstick - 7 (9%)
Mound - 7 (9%)
Poor Heart - 7 (9%)
Silent in the Morning - 7 (9%)
Stash - 7 (9%)
The Horse - 7 (9%)
Train Song - 7 (9%)
Water in the Sky - 7 (9%)
What's the Use? - 7 (9%)
Ya Mar - 7 (9%)
A Song I Heard the Ocean Sing - 6 (8%)
Bug - 6 (8%)
Golden Age - 6 (8%)
Horn - 6 (8%)
My Soul - 6 (8%)
Ocelot - 6 (8%)
Rocky Top - 6 (8%)
Scent of a Mule - 6 (8%)
Timber (Jerry the Mule) - 6 (8%)
555 - 5 (6%)
Brian and Robert - 5 (6%)
Camel Walk - 5 (6%)
Dog Faced Boy - 5 (6%)
Driver - 5 (6%)
Drowned - 5 (6%)
Fuego - 5 (6%)
Hello My Baby - 5 (6%)
Martian Monster - 5 (6%)
Roses Are Free - 5 (6%)
Sleeping Monkey - 5 (6%)
Stealing Time From the Faulty Plan - 5 (6%)
Waiting All Night - 5 (6%)
Walls of the Cave - 5 (6%)
Waves - 5 (6%)
A Day in the Life - 4 (5%)
Big Black Furry Creature from Mars - 4 (5%)
Blaze On - 4 (5%)
Fast Enough for You - 4 (5%)
Fire - 4 (5%)
Foam - 4 (5%)
Frankenstein - 4 (5%)
Hold Your Head Up - 4 (5%)
I Am Hydrogen - 4 (5%)
Llama - 4 (5%)
Makisupa Policeman - 4 (5%)
Quinn the Eskimo (The Mighty Quinn) - 4 (5%)
Rock and Roll - 4 (5%)
Steep - 4 (5%)
Swept Away - 4 (5%)
The Curtain - 4 (5%)
The Mango Song - 4 (5%)
The Old Home Place - 4 (5%)
The Sloth - 4 (5%)
Undermind - 4 (5%)
While My Guitar Gently Weeps - 4 (5%)
Wingsuit - 4 (5%)
Auld Lang Syne - 3 (4%)
Beauty of My Dreams - 3 (4%)
Bittersweet Motel - 3 (4%)
Bold As Love - 3 (4%)
Breath and Burning - 3 (4%)
Buffalo Bill - 3 (4%)
Contact - 3 (4%)
Crosseyed and Painless - 3 (4%)
Destiny Unbound - 3 (4%)
Fee - 3 (4%)
Frankie Says - 3 (4%)
Glide - 3 (4%)
Ha Ha Ha - 3 (4%)
Halfway to the Moon - 3 (4%)
Happy Birthday to You - 3 (4%)
Joy - 3 (4%)
My Sweet One - 3 (4%)
No Men In No Man's Land - 3 (4%)
Saw It Again - 3 (4%)
Seven Below - 3 (4%)
Sneakin' Sally Through the Alley - 3 (4%)
Tela - 3 (4%)
The Inlaw Josie Wales - 3 (4%)
The Oh Kee Pa Ceremony - 3 (4%)
Uncle Pen - 3 (4%)
Yarmouth Road - 3 (4%)
Albuquerque - 2 (2%)
Amazing Grace - 2 (2%)
Army of One - 2 (2%)
Back at the Chicken Shack - 2 (2%)
Billy Breathes - 2 (2%)
Buried Alive - 2 (2%)
Catapult - 2 (2%)
Crowd Control - 2 (2%)
Esther - 2 (2%)
Grind - 2 (2%)
Guelah Papyrus - 2 (2%)
Harpua - 2 (2%)
How Many People Are You - 2 (2%)
If You Need a Fool - 2 (2%)
Izabella - 2 (2%)
Johnny B. Goode - 2 (2%)
Life on Mars? - 2 (2%)
Lifeboy - 2 (2%)
McGrupp and the Watchful Hosemasters - 2 (2%)
Meat - 2 (2%)
Mellow Mood - 2 (2%)
Mind Left Body Jam - 2 (2%)
Nellie Kane - 2 (2%)
Party Time - 2 (2%)
Peaches en Regalia - 2 (2%)
Ride Captain Ride - 2 (2%)
Sabotage - 2 (2%)
Scents and Subtle Sounds - 2 (2%)
Shine a Light - 2 (2%)
Show of Life - 2 (2%)
Sleep - 2 (2%)
Soul Shakedown Party - 2 (2%)
Talk - 2 (2%)
The Curtain With - 2 (2%)
The Dogs - 2 (2%)
The Line - 2 (2%)
The Star-Spangled Banner - 2 (2%)
Time Loves a Hero - 2 (2%)
Torn and Frayed - 2 (2%)
Weigh - 2 (2%)
Winterqueen - 2 (2%)
1999 - 1 (1%)
Alaska - 1 (1%)
Ambient Jam - 1 (1%)
Anything But Me - 1 (1%)
Avenu Malkenu - 1 (1%)
Baby Elephant Walk - 1 (1%)
Been Caught Stealing - 1 (1%)
Big Balls - 1 (1%)
Bike - 1 (1%)
Blister in the Sun - 1 (1%)
Brother - 1 (1%)
Can't Always Listen - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool Jerk - 1 (1%)
Corinna - 1 (1%)
Cracklin' Rosie - 1 (1%)
Demand - 1 (1%)
Devotion To a Dream - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Dinner and a Movie - 1 (1%)
Dogs Stole Things - 1 (1%)
Drive-In Jam - 1 (1%)
Energy - 1 (1%)
Flatbed Truck Jam - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Free Bird - 1 (1%)
Friday - 1 (1%)
Friends - 1 (1%)
Fuck Your Face - 1 (1%)
Gold Soundz - 1 (1%)
Have Mercy - 1 (1%)
Hoochie Coochie Man - 1 (1%)
I Am the Walrus - 1 (1%)
I Get a Kick Out of You - 1 (1%)
I'm Blue, I'm Lonesome - 1 (1%)
Icculus - 1 (1%)
If I Could - 1 (1%)
Jennifer Dances - 1 (1%)
Kung - 1 (1%)
La Grange - 1 (1%)
Let's Go - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Messin' with The Kid - 1 (1%)
Miss You - 1 (1%)
Misty Mountain Hop - 1 (1%)
Moby Dick - 1 (1%)
Mock Song - 1 (1%)
Monkey Man - 1 (1%)
My Left Toe - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
No Quarter - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
On My Knees - 1 (1%)
On Your Way Down - 1 (1%)
Over the Rainbow - 1 (1%)
Paul and Silas - 1 (1%)
Psycho Killer - 1 (1%)
Rhinoceros - 1 (1%)
Sanity - 1 (1%)
Scabbard - 1 (1%)
Sexual Healing - 1 (1%)
Shade - 1 (1%)
Sing Monica - 1 (1%)
Smoke on the Water Jam - 1 (1%)
Space Oddity - 1 (1%)
Steam - 1 (1%)
Storage Jam - 1 (1%)
Sugar Shack - 1 (1%)
Susskind Hotel - 1 (1%)
Sweet Adeline - 1 (1%)
Taste That Surrounds - 1 (1%)
Terrapin - 1 (1%)
The Ballad of Curtis Loew - 1 (1%)
The Birds - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Landlady - 1 (1%)
The Little Drummer Boy - 1 (1%)
The Man Who Stepped Into Yesterday - 1 (1%)
Timber - 1 (1%)
Twenty Years Later - 1 (1%)
Vultures - 1 (1%)
Walk Away - 1 (1%)
Windora Bug - 1 (1%)
Wombat - 1 (1%)
You Better Believe It Baby - 1 (1%)
Your Pet Cat - 1 (1%)

First Set Openers

Punch You in the Eye - 5
Chalk Dust Torture - 4
Ya Mar - 4
AC/DC Bag - 3
Cars Trucks Buses - 3
Sample in a Jar - 3
Tube - 3
Crowd Control - 2
Divided Sky - 2
Mike's Song - 2
My Friend, My Friend - 2
Possum - 2
Runaway Jim - 2
Stealing Time From the Faulty Plan - 2
The Moma Dance - 2
The Old Home Place - 2
1999 - 1
A Song I Heard the Ocean Sing - 1
Axilla - 1
Buried Alive - 1
Carini - 1
Dinner and a Movie - 1
Farmhouse - 1
Funky Bitch - 1
Ginseng Sullivan - 1
Golgi Apparatus - 1
Grind - 1
Mellow Mood - 1
Nellie Kane - 1
Piper - 1
Prince Caspian - 1
Reba - 1
Rhinoceros - 1
Rock and Roll - 1
Roggae - 1
Simple - 1
Soul Shakedown Party - 1
Suzy Greenberg - 1
The Landlady - 1
The Star-Spangled Banner - 1
The Wedge - 1
Tweezer - 1
Walls of the Cave - 1
Wolfman's Brother - 1
Your Pet Cat - 1

First Set Closers

Character Zero - 8
David Bowie - 7
Run Like an Antelope - 6
Good Times Bad Times - 4
Julius - 4
Possum - 4
The Squirming Coil - 4
Cavern - 3
Bathtub Gin - 2
Golgi Apparatus - 2
Suzy Greenberg - 2
Walls of the Cave - 2
You Enjoy Myself - 2
46 Days - 1
Birds of a Feather - 1
Bittersweet Motel - 1
Blaze On - 1
Bold As Love - 1
Chalk Dust Torture - 1
Fire - 1
First Tube - 1
Free Bird - 1
Hello My Baby - 1
Jam - 1
La Grange - 1
Light Up Or Leave Me Alone - 1
Monkey Man - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Reba - 1
Rocky Top - 1
Slave to the Traffic Light - 1
Taste - 1
The Wedge - 1
Twist - 1
Weekapaug Groove - 1

Second Set Openers

Down with Disease - 10
Chalk Dust Torture - 4
Carini - 3
Drowned - 3
Mike's Song - 3
Wolfman's Brother - 3
AC/DC Bag - 2
Birds of a Feather - 2
Ghost - 2
Gotta Jibboo - 2
NICU - 2
Runaway Jim - 2
Split Open and Melt - 2
The Wedge - 2
Tweezer - 2
Also Sprach Zarathustra - 1
Axilla - 1
Back on the Train - 1
Bathtub Gin - 1
Big Balls - 1
Boogie On Reggae Woman - 1
David Bowie - 1
Energy - 1
Free - 1
Fuego - 1
Funky Bitch - 1
Golden Age - 1
Gumbo - 1
Halley's Comet - 1
Jam - 1
Limb By Limb - 1
Martian Monster - 1
No Men In No Man's Land - 1
Possum - 1
Punch You in the Eye - 1
Sand - 1
Saw It Again - 1
Soul Shakedown Party - 1
The Curtain - 1
The Sloth - 1
Timber (Jerry the Mule) - 1
Twist - 1
Waves - 1

Second Set Closers

Character Zero - 6
Slave to the Traffic Light - 6
Loving Cup - 5
Run Like an Antelope - 5
You Enjoy Myself - 5
Harry Hood - 4
Tweezer Reprise - 4
Weekapaug Groove - 4
David Bowie - 3
Frankenstein - 3
Cavern - 2
Fire - 2
Ghost - 2
Johnny B. Goode - 2
Possum - 2
Prince Caspian - 2
A Day in the Life - 1
Amazing Grace - 1
Bug - 1
Chalk Dust Torture - 1
First Tube - 1
Golgi Apparatus - 1
Llama - 1
Martian Monster - 1
Meatstick - 1
Misty Mountain Hop - 1
Show of Life - 1
The Little Drummer Boy - 1
The Star-Spangled Banner - 1
The Wedge - 1
Twist - 1

Third Set Openers

Meatstick - 2
Fast Enough for You - 1
Golden Age - 1
Makisupa Policeman - 1
My Soul - 1
NICU - 1
No Men In No Man's Land - 1
Runaway Jim - 1
Sabotage - 1
Sample in a Jar - 1
Twist - 1
Wilson - 1

Third Set Closers

Walls of the Cave - 2
A Day in the Life - 1
Backwards Down the Number Line - 1
Fluffhead - 1
Friday - 1
Good Times Bad Times - 1
Jam - 1
Llama - 1
Loving Cup - 1
Slave to the Traffic Light - 1
Tweezer Reprise - 1
While My Guitar Gently Weeps - 1

Fourth Set Openers

Ambient Jam - 1
Drive-In Jam - 1
Flatbed Truck Jam - 1
Storage Jam - 1

Fourth Set Closers

Ambient Jam - 1
Drive-In Jam - 1
Flatbed Truck Jam - 1
Sleeping Monkey - 1

Encores

Tweezer Reprise - 7
Character Zero - 6
Harry Hood - 5
Run Like an Antelope - 5
Good Times Bad Times - 4
Rocky Top - 4
Cavern - 3
First Tube - 3
Guyute - 3
Loving Cup - 3
The Squirming Coil - 3
Bold As Love - 2
Bouncing Around the Room - 2
Driver - 2
Farmhouse - 2
Hello My Baby - 2
Rock and Roll - 2
Sample in a Jar - 2
The Inlaw Josie Wales - 2
Wading in the Velvet Sea - 2
Waste - 2
You Enjoy Myself - 2
Amazing Grace - 1
Baby Elephant Walk - 1
Been Caught Stealing - 1
Bittersweet Motel - 1
Boogie On Reggae Woman - 1
Brian and Robert - 1
Chalk Dust Torture Reprise - 1
Contact - 1
Divided Sky - 1
Fire - 1
Funky Bitch - 1
Grind - 1
Halley's Comet - 1
Harpua - 1
Hoochie Coochie Man - 1
I Am the Walrus - 1
Jam - 1
Joy - 1
Julius - 1
Messin' with The Kid - 1
Moby Dick - 1
My Soul - 1
Oh! Sweet Nuthin' - 1
Possum - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Sabotage - 1
Shine a Light - 1
Show of Life - 1
Sing Monica - 1
Sleeping Monkey - 1
Space Oddity - 1
Suzy Greenberg - 1
The Curtain With - 1
The Lizards - 1
Tube - 1
Uncle Pen - 1
When the Circus Comes - 1
While My Guitar Gently Weeps - 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 32 song debuts
0.44 debuts per show.
The most frequently played song you have seen debuted is Walls of the Cave (72 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

Cars Trucks Buses - 8
Hello My Baby - 5
Llama - 4
The Old Home Place - 4
Beauty of My Dreams - 3
Bittersweet Motel - 3
Fee - 3
Frankie Says - 3
The Inlaw Josie Wales - 3
Albuquerque - 2

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

46 Days - 9
Backwards Down the Number Line - 8
Light - 8
Kill Devil Falls - 7
A Song I Heard the Ocean Sing - 6
Golden Age - 6
Ocelot - 6
555 - 5
Fuego - 5
Martian Monster - 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:

Guyute - 10
Cars Trucks Buses - 8
Ya Mar - 7
Hello My Baby - 5
Llama - 4
The Old Home Place - 4
Beauty of My Dreams - 3
Bittersweet Motel - 3
Fee - 3
Frankie Says - 3

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

Backwards Down the Number Line - 8
Light - 8
Kill Devil Falls - 7
A Song I Heard the Ocean Sing - 6
Golden Age - 6
Ocelot - 6
555 - 5
Fuego - 5
Martian Monster - 5
Stealing Time From the Faulty Plan - 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