Shows by day of week

• Sunday- 7
• Monday- 4
• Tuesday- 4
• Wednesday- 4
• Thursday- 6
• Friday- 15
• Saturday- 18

Shows by month

• January -
• February -
• March -
• April - 3
• May -
• June - 8
• July - 5
• August - 8
• September - 4
• October - 8
• November - 13
• December - 9

Shows by year

• 1994- 4
• 1995- 23
• 1996- 7
• 1997- 3
• 1998- 4
• 1999- 5
• 2000- 2
• 2001- 0
• 2002- 0
• 2003- 1
• 2004- 3
• 2009- 4
• 2010- 2
• 2011- 0
• 2012- 0
• 2013- 0
• 2014- 0
• 2015- 0
• 2016- 0
• 2017- 0
• 2018- 0
• 2019- 0
• 2020- 0
• 2021- 0
• 2022- 0
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 10/31- 3
• 11/21- 3
• 6/30- 3
• 10/30- 2
• 11/22- 2
• 12/17- 2
• 8/10- 2
• 10/25- 1
• 10/27- 1
• 10/8- 1
• 11/1- 1
• 11/10- 1
• 11/11- 1
• 11/18- 1
• 11/19- 1
• 11/20- 1
• 11/25- 1
• 11/9- 1
• 12/15- 1
• 12/16- 1
• 12/18- 1

Shows by States

• VA - 13 (22%)
• CO - 9 (16%)
• NV - 7 (12%)
• MA - 4 (7%)
• GA - 4 (7%)
• NY - 4 (7%)
• NC - 4 (7%)
• CA - 3 (5%)
• WA - 2 (3%)
• VT - 2 (3%)
• SC - 1 (2%)
• WI - 1 (2%)
• MD - 1 (2%)
• PA - 1 (2%)
• UT - 1 (2%)
• KS - 1 (2%)

Shows by Time Zone

• Eastern - 34 (59%)
• Pacific - 12 (21%)
• Mountain - 10 (17%)
• Central - 2 (3%)

Shows by Cities

• Hampton, VA - 8 (14%)
• Las Vegas, NV - 7 (12%)
• Morrison, CO - 7 (12%)
• Atlanta, GA - 4 (7%)
• Indio, CA - 3 (5%)
• George, WA - 2 (3%)
• Raleigh, NC - 2 (3%)
• Worcester, MA - 2 (3%)
• Mansfield, MA - 2 (3%)
• New York, NY - 2 (3%)
• Fayston, VT - 2 (3%)
• Lake Placid, NY - 2 (3%)
• Telluride, CO - 2 (3%)
• North Charleston, SC - 1 (2%)
• Bonner Springs, KS - 1 (2%)
• Landover, MD - 1 (2%)
• Winston-Salem, NC - 1 (2%)
• Fairfax, VA - 1 (2%)
• West Valley City, UT - 1 (2%)
• Virginia Beach, VA - 1 (2%)
• Philadelphia, PA - 1 (2%)
• Bristow, VA - 1 (2%)
• East Troy, WI - 1 (2%)
• Charlottesville, VA - 1 (2%)
• Richmond, VA - 1 (2%)
• Charlotte, NC - 1 (2%)

Shows by Venues

• Hampton Coliseum - 8 (14%)
• Thomas & Mack Center - 7 (12%)
• Red Rocks Amphitheatre - 7 (12%)
• Empire Polo Club - 3 (5%)
• The Fox Theatre - 3 (5%)
• Madison Square Garden - 2 (3%)
• Great Woods Center for the Performing Arts - 2 (3%)
• Summerstage at Sugarbush North - 2 (3%)
• Worcester Centrum Centre - 2 (3%)
• ALLTEL Pavilion - 2 (3%)
• Telluride Town Park - 2 (3%)
• Gorge Amphitheatre - 2 (3%)
• Olympic Center - 2 (3%)
• USAir Arena - 1 (2%)
• Nissan Pavilion at Stone Ridge - 1 (2%)
• Verizon Wireless Amphitheater Kansas City - 1 (2%)
• GTE Virginia Beach Amphitheater - 1 (2%)
• The Omni - 1 (2%)
• Classic Amphitheater - 1 (2%)
• USANA Amphitheatre - 1 (2%)
• North Charleston Coliseum - 1 (2%)
• Charlotte Coliseum - 1 (2%)
• Lawrence Joel Veterans Memorial Coliseum - 1 (2%)
• University of Virginia - 1 (2%)
• Wachovia Spectrum - 1 (2%)
• Alpine Valley Music Theatre - 1 (2%)
• George Mason University - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 48 (83%)
• After hiatus - 10 (17%)

299 different songs have been played (30% of songs Phish have played).
The average number of songs per show is 21.3.
The average amount of times each song was played is 4.01.
There were 122 onetimers
1238 total songs have been played in the selected shows.

There were 53 two set shows
There were 5 three set shows
11 songs were in a four show rotation.
31 songs were in a five show rotation.

Total Times Played

Free - 18 (31%)
Harry Hood - 18 (31%)
Maze - 18 (31%)
Cavern - 17 (29%)
Mike's Song - 17 (29%)
The Squirming Coil - 16 (27%)
Bouncing Around the Room - 15 (25%)
Prince Caspian - 15 (25%)
Sample in a Jar - 15 (25%)
Weekapaug Groove - 15 (25%)
Wilson - 15 (25%)
AC/DC Bag - 14 (24%)
Also Sprach Zarathustra - 14 (24%)
David Bowie - 14 (24%)
Divided Sky - 14 (24%)
Poor Heart - 14 (24%)
Run Like an Antelope - 14 (24%)
Stash - 14 (24%)
Tweezer Reprise - 14 (24%)
You Enjoy Myself - 14 (24%)
Rift - 13 (22%)
Simple - 13 (22%)
Tweezer - 13 (22%)
Chalk Dust Torture - 12 (20%)
Down with Disease - 12 (20%)
Scent of a Mule - 12 (20%)
Slave to the Traffic Light - 12 (20%)
Sparkle - 12 (20%)
Strange Design - 12 (20%)
Suzy Greenberg - 12 (20%)
Ya Mar - 12 (20%)
A Day in the Life - 11 (18%)
Hold Your Head Up - 11 (18%)
It's Ice - 11 (18%)
Reba - 11 (18%)
Split Open and Melt - 11 (18%)
Fee - 10 (17%)
Julius - 10 (17%)
Piper - 10 (17%)
Possum - 10 (17%)
Runaway Jim - 10 (17%)
Bathtub Gin - 9 (15%)
Punch You in the Eye - 9 (15%)
Theme From the Bottom - 9 (15%)
Frankenstein - 8 (13%)
Golgi Apparatus - 8 (13%)
Guyute - 8 (13%)
Lawn Boy - 8 (13%)
Loving Cup - 8 (13%)
Sweet Adeline - 8 (13%)
The Lizards - 8 (13%)
Big Black Furry Creature from Mars - 7 (12%)
Character Zero - 7 (12%)
Fluffhead - 7 (12%)
I Didn't Know - 7 (12%)
Timber (Jerry the Mule) - 7 (12%)
Wolfman's Brother - 7 (12%)
Acoustic Army - 6 (10%)
Guelah Papyrus - 6 (10%)
Ha Ha Ha - 6 (10%)
Hello My Baby - 6 (10%)
Horn - 6 (10%)
I Am Hydrogen - 6 (10%)
Makisupa Policeman - 6 (10%)
My Friend, My Friend - 6 (10%)
NICU - 6 (10%)
Silent in the Morning - 6 (10%)
Sleeping Monkey - 6 (10%)
Taste - 6 (10%)
The Curtain - 6 (10%)
The Horse - 6 (10%)
Tube - 6 (10%)
Uncle Pen - 6 (10%)
Amazing Grace - 5 (8%)
Back on the Train - 5 (8%)
Billy Breathes - 5 (8%)
Colonel Forbin's Ascent - 5 (8%)
Fly Famous Mockingbird - 5 (8%)
Funky Bitch - 5 (8%)
Ghost - 5 (8%)
Gumbo - 5 (8%)
Halley's Comet - 5 (8%)
Johnny B. Goode - 5 (8%)
Limb By Limb - 5 (8%)
Taste That Surrounds - 5 (8%)
The Moma Dance - 5 (8%)
The Wedge - 5 (8%)
Avenu Malkenu - 4 (6%)
Boogie On Reggae Woman - 4 (6%)
Buried Alive - 4 (6%)
Cars Trucks Buses - 4 (6%)
Contact - 4 (6%)
Dog Faced Boy - 4 (6%)
Dogs Stole Things - 4 (6%)
Fire - 4 (6%)
Gotta Jibboo - 4 (6%)
Heavy Things - 4 (6%)
Jam - 4 (6%)
Llama - 4 (6%)
Mound - 4 (6%)
Roggae - 4 (6%)
Sand - 4 (6%)
The Man Who Stepped Into Yesterday - 4 (6%)
Train Song - 4 (6%)
Twist - 4 (6%)
Birds of a Feather - 3 (5%)
Camel Walk - 3 (5%)
Carini - 3 (5%)
Dinner and a Movie - 3 (5%)
Driver - 3 (5%)
Esther - 3 (5%)
Farmhouse - 3 (5%)
Ginseng Sullivan - 3 (5%)
Good Times Bad Times - 3 (5%)
I'm Blue, I'm Lonesome - 3 (5%)
If I Could - 3 (5%)
Kung - 3 (5%)
Life on Mars? - 3 (5%)
Lifeboy - 3 (5%)
McGrupp and the Watchful Hosemasters - 3 (5%)
Meat - 3 (5%)
Meatstick - 3 (5%)
Roses Are Free - 3 (5%)
Saw It Again - 3 (5%)
Secret Smile - 3 (5%)
Suspicious Minds - 3 (5%)
The Mango Song - 3 (5%)
The Old Home Place - 3 (5%)
The Sloth - 3 (5%)
Water in the Sky - 3 (5%)
When the Circus Comes - 3 (5%)
Axilla - 2 (3%)
Axilla (Part II) - 2 (3%)
Back at the Chicken Shack - 2 (3%)
Backwards Down the Number Line - 2 (3%)
Beauty of a Broken Heart - 2 (3%)
Bold As Love - 2 (3%)
Brian and Robert - 2 (3%)
Bug - 2 (3%)
Carolina - 2 (3%)
Catapult - 2 (3%)
Crosseyed and Painless - 2 (3%)
Cry Baby Cry - 2 (3%)
Drowned - 2 (3%)
Emotional Rescue - 2 (3%)
First Tube - 2 (3%)
Foam - 2 (3%)
Glide - 2 (3%)
Grind - 2 (3%)
Kill Devil Falls - 2 (3%)
Let Me Lie - 2 (3%)
Lonesome Cowboy Bill - 2 (3%)
Love You - 2 (3%)
Mountains in the Mist - 2 (3%)
My Long Journey Home - 2 (3%)
Ocelot - 2 (3%)
Party Time - 2 (3%)
Purple Rain - 2 (3%)
Quinn the Eskimo (The Mighty Quinn) - 2 (3%)
Rock and Roll - 2 (3%)
Rocky Top - 2 (3%)
Rotation Jam - 2 (3%)
Sanity - 2 (3%)
Seven Below - 2 (3%)
Shine a Light - 2 (3%)
Sneakin' Sally Through the Alley - 2 (3%)
Stealing Time From the Faulty Plan - 2 (3%)
Steep - 2 (3%)
Sugar Shack - 2 (3%)
Swept Away - 2 (3%)
Talk - 2 (3%)
The Curtain With - 2 (3%)
The Star-Spangled Banner - 2 (3%)
Undermind - 2 (3%)
Wading in the Velvet Sea - 2 (3%)
Waste - 2 (3%)
Waves - 2 (3%)
46 Days - 1 (1%)
All Down the Line - 1 (1%)
All Things Reconsidered - 1 (1%)
All of These Dreams - 1 (1%)
Army of One - 1 (1%)
Auld Lang Syne - 1 (1%)
Beauty of My Dreams - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Bittersweet Motel - 1 (1%)
Black-Eyed Katy - 1 (1%)
Born Under Punches (The Heat Goes On) - 1 (1%)
Brother - 1 (1%)
Buffalo Bill - 1 (1%)
Casino Boogie - 1 (1%)
Cool It Down - 1 (1%)
Cracklin' Rosie - 1 (1%)
Crossroads - 1 (1%)
Crowd Control - 1 (1%)
Destiny Unbound - 1 (1%)
Digital Delay Loop Jam - 1 (1%)
Dirt - 1 (1%)
Dog Log - 1 (1%)
Doin' My Time - 1 (1%)
Drums - 1 (1%)
Fast Enough for You - 1 (1%)
Foreplay/Long Time - 1 (1%)
Frankie Says - 1 (1%)
Free Bird - 1 (1%)
Friday - 1 (1%)
Gettin' Jiggy Wit' It - 1 (1%)
Girls Girls Girls - 1 (1%)
Gypsy Queen - 1 (1%)
Happy - 1 (1%)
Harpua - 1 (1%)
Head Held High - 1 (1%)
Highway to Hell - 1 (1%)
Hold to a Dream - 1 (1%)
Honky Tonk Women - 1 (1%)
Houses in Motion - 1 (1%)
I Found a Reason - 1 (1%)
I Just Want To See His Face - 1 (1%)
I'm So Tired - 1 (1%)
Icculus - 1 (1%)
Invisible - 1 (1%)
Izabella - 1 (1%)
Jennifer Dances - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Joy - 1 (1%)
Keyboard Army - 1 (1%)
La Grange - 1 (1%)
Let It Loose - 1 (1%)
Light - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Listening Wind - 1 (1%)
Long Cool Woman in a Black Dress - 1 (1%)
Low Rider - 1 (1%)
Magilla - 1 (1%)
Mallory - 1 (1%)
Manteca - 1 (1%)
Mellow Mood - 1 (1%)
Mr. Completely - 1 (1%)
My Left Toe - 1 (1%)
My Mind's Got a Mind of its Own - 1 (1%)
My Sweet One - 1 (1%)
Nellie Kane - 1 (1%)
New Age - 1 (1%)
Ninety-Nine Years (and One Dark Day) - 1 (1%)
Oh! Sweet Nuthin' - 1 (1%)
Once in a Lifetime - 1 (1%)
Over the Rainbow - 1 (1%)
Pebbles and Marbles - 1 (1%)
Rapper's Delight - 1 (1%)
Rip This Joint - 1 (1%)
Rock and Roll Part Two - 1 (1%)
Rocks Off - 1 (1%)
Sabotage - 1 (1%)
Sea and Sand - 1 (1%)
Seen and Not Seen - 1 (1%)
Shake Your Hips - 1 (1%)
Shine - 1 (1%)
Sleep Again - 1 (1%)
Soul Shakedown Party - 1 (1%)
Soul Survivor - 1 (1%)
Spock's Brain - 1 (1%)
Spread It 'Round - 1 (1%)
Stop Breaking Down - 1 (1%)
Summer of '89 - 1 (1%)
Sweet Black Angel - 1 (1%)
Sweet Jane - 1 (1%)
Sweet Virginia - 1 (1%)
Take Me to the River - 1 (1%)
Tela - 1 (1%)
The Great Curve - 1 (1%)
The Inlaw Josie Wales - 1 (1%)
The Landlady - 1 (1%)
The Little Drummer Boy - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
The Overload - 1 (1%)
The Real Me - 1 (1%)
The Vibration of Life - 1 (1%)
Theme from Star Trek - 1 (1%)
Three Little Birds - 1 (1%)
Time Turns Elastic - 1 (1%)
Torn and Frayed - 1 (1%)
Train Round the Bend - 1 (1%)
Tubthumping - 1 (1%)
Tumbling Dice - 1 (1%)
Turd on the Run - 1 (1%)
Two Versions of Me - 1 (1%)
Ventilator Blues - 1 (1%)
Walfredo - 1 (1%)
Walk Away - 1 (1%)
Walk This Way - 1 (1%)
Walls of the Cave - 1 (1%)
We're an American Band - 1 (1%)
What's the Use? - 1 (1%)
While My Guitar Gently Weeps - 1 (1%)
Whipping Post - 1 (1%)
Who Loves the Sun? - 1 (1%)
Will It Go Round in Circles - 1 (1%)
Yerushalayim Shel Zahav - 1 (1%)
You Shook Me All Night Long - 1 (1%)

First Set Openers

My Friend, My Friend - 5
Wilson - 4
Chalk Dust Torture - 3
Makisupa Policeman - 3
AC/DC Bag - 2
Buried Alive - 2
Cars Trucks Buses - 2
Down with Disease - 2
Punch You in the Eye - 2
Sample in a Jar - 2
Axilla - 1
Bathtub Gin - 1
Bouncing Around the Room - 1
Carini - 1
Dinner and a Movie - 1
Divided Sky - 1
Emotional Rescue - 1
Farmhouse - 1
Fee - 1
Ghost - 1
Ha Ha Ha - 1
Halley's Comet - 1
Harry Hood - 1
Mike's Song - 1
Party Time - 1
Piper - 1
Poor Heart - 1
Prince Caspian - 1
Rock and Roll Part Two - 1
Roses Are Free - 1
Sanity - 1
Seven Below - 1
Soul Shakedown Party - 1
Split Open and Melt - 1
The Curtain - 1
The Squirming Coil - 1
Tube - 1
Tweezer Reprise - 1
Walfredo - 1
Water in the Sky - 1
Ya Mar - 1

First Set Closers

Run Like an Antelope - 6
Cavern - 5
Chalk Dust Torture - 4
Sample in a Jar - 3
The Squirming Coil - 3
Weekapaug Groove - 3
Character Zero - 2
Golgi Apparatus - 2
Possum - 2
Runaway Jim - 2
Split Open and Melt - 2
Suzy Greenberg - 2
Sweet Adeline - 2
Bold As Love - 1
David Bowie - 1
Doin' My Time - 1
Frankenstein - 1
Free - 1
Izabella - 1
Julius - 1
Kill Devil Falls - 1
Loving Cup - 1
McGrupp and the Watchful Hosemasters - 1
Prince Caspian - 1
Stash - 1
Taste - 1
The Star-Spangled Banner - 1
Timber (Jerry the Mule) - 1
Time Turns Elastic - 1
Twist - 1
While My Guitar Gently Weeps - 1
Will It Go Round in Circles - 1
You Enjoy Myself - 1

Second Set Openers

Also Sprach Zarathustra - 5
Timber (Jerry the Mule) - 4
Wilson - 4
AC/DC Bag - 3
Runaway Jim - 3
Theme From the Bottom - 2
Wolfman's Brother - 2
46 Days - 1
Bathtub Gin - 1
Birds of a Feather - 1
Boogie On Reggae Woman - 1
Born Under Punches (The Heat Goes On) - 1
Bouncing Around the Room - 1
Dinner and a Movie - 1
Down with Disease - 1
Drowned - 1
Free - 1
Ghost - 1
Gotta Jibboo - 1
Halley's Comet - 1
Julius - 1
Makisupa Policeman - 1
Maze - 1
Meatstick - 1
Mr. Completely - 1
Party Time - 1
Punch You in the Eye - 1
Rift - 1
Rocks Off - 1
Sabotage - 1
Sample in a Jar - 1
Sand - 1
Simple - 1
Split Open and Melt - 1
Stash - 1
The Curtain - 1
The Landlady - 1
The Squirming Coil - 1
Tube - 1
Tweezer Reprise - 1
Who Loves the Sun? - 1
Ya Mar - 1

Second Set Closers

Slave to the Traffic Light - 7
The Squirming Coil - 5
A Day in the Life - 4
Character Zero - 3
Run Like an Antelope - 3
Suzy Greenberg - 3
Sweet Adeline - 3
Tweezer Reprise - 3
Weekapaug Groove - 3
Cavern - 2
Golgi Apparatus - 2
Loving Cup - 2
Sample in a Jar - 2
Chalk Dust Torture - 1
David Bowie - 1
Digital Delay Loop Jam - 1
Fire - 1
Harry Hood - 1
Hello My Baby - 1
Oh! Sweet Nuthin' - 1
Poor Heart - 1
Soul Survivor - 1
Split Open and Melt - 1
Stash - 1
Strange Design - 1
The Overload - 1
The Star-Spangled Banner - 1
You Enjoy Myself - 1
You Shook Me All Night Long - 1

Third Set Openers

Auld Lang Syne - 1
Backwards Down the Number Line - 1
Brother - 1
Tweezer - 1
Wolfman's Brother - 1

Third Set Closers

Frankenstein - 1
Ghost - 1
Slave to the Traffic Light - 1
Suzy Greenberg - 1
You Enjoy Myself - 1

Encores

Tweezer Reprise - 10
Bouncing Around the Room - 4
Sleeping Monkey - 4
The Squirming Coil - 4
Fire - 3
Golgi Apparatus - 3
Good Times Bad Times - 3
Johnny B. Goode - 3
Loving Cup - 3
Poor Heart - 3
A Day in the Life - 2
Cavern - 2
Driver - 2
Frankenstein - 2
Harry Hood - 2
Hold Your Head Up - 2
Rocky Top - 2
Slave to the Traffic Light - 2
Ya Mar - 2
Acoustic Army - 1
Amazing Grace - 1
Bill Bailey, Won't You Please Come Home? - 1
Bittersweet Motel - 1
Bold As Love - 1
Character Zero - 1
Contact - 1
Cracklin' Rosie - 1
Emotional Rescue - 1
Esther - 1
Fee - 1
Foreplay/Long Time - 1
Free Bird - 1
Funky Bitch - 1
Grind - 1
Guyute - 1
Halley's Comet - 1
Hello My Baby - 1
Icculus - 1
Life on Mars? - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Runaway Jim - 1
Sample in a Jar - 1
Secret Smile - 1
Shine a Light - 1
Simple - 1
Sneakin' Sally Through the Alley - 1
Suzy Greenberg - 1
Talk - 1
The Old Home Place - 1
Theme from Star Trek - 1
Three Little Birds - 1
Tubthumping - 1
We're an American Band - 1
When the Circus Comes - 1
Wolfman's Brother - 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 1994

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 66 song debuts
1.14 debuts per show.
The most frequently played song you have seen debuted is Back on the Train (152 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

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

It's Ice - 11
Fee - 10
Guyute - 8
Sweet Adeline - 8
The Lizards - 8
Acoustic Army - 6
Hello My Baby - 6
Makisupa Policeman - 6
My Friend, My Friend - 6
The Curtain - 6

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

Secret Smile - 3
Backwards Down the Number Line - 2
Beauty of a Broken Heart - 2
Brian and Robert - 2
Grind - 2
Kill Devil Falls - 2
Let Me Lie - 2
Mountains in the Mist - 2
Ocelot - 2
Party Time - 2

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:

Simple - 13
Scent of a Mule - 12
Hold Your Head Up - 11
It's Ice - 11
Fee - 10
Frankenstein - 8
Guyute - 8
Sweet Adeline - 8
The Lizards - 8
Big Black Furry Creature from Mars - 7

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

Backwards Down the Number Line - 2
Beauty of a Broken Heart - 2
Grind - 2
Kill Devil Falls - 2
Let Me Lie - 2
Mountains in the Mist - 2
Ocelot - 2
Party Time - 2
Shine a Light - 2
Stealing Time From the Faulty Plan - 2

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