Material Analysis
Callback
Internal callback structure across all 371 notes — how much each note circles back to its own setup
Callback Structure Distribution
Linear 159
Echoing 122
Looping 54
Fractal 36
159
Linear
Fresh all the way through — no structural loops
122
Echoing
Thematic echoes — light callback structure
54
Looping
Active callbacks — note circles back to its setup
36
Fractal
Dense callback matrix — highly circular, relentless loops
Avg callback score
18.5
Avg echo ratio %
13.0
Avg repeat phrases
3.1
Notes in view
371
371 notes
Wrestling
echo ratio 82%phrases 12
Fractalscore 100stage-ready
Who bullies their drug dealer
echo ratio 67%phrases 9
Fractalscore 94stage-ready
taking a bullet
echo ratio 56%phrases 13
Fractalscore 86
epstein weinstein name change jewish
echo ratio 59%phrases 7
Fractalscore 80
pretending to be bisexual so I can get a job at a company that likes DEI
echo ratio 75%phrases 1
Fractalscore 78
Characters
echo ratio 45%phrases 17
Fractalscore 75
chasidish gloryhole
echo ratio 43%phrases 65
Fractalscore 73
One-Liners
echo ratio 43%phrases 109
Fractalscore 73
taurus threesome best friend he doesnt know
echo ratio 67%phrases 2
Fractalscore 73
Yeshiva vs Software Engineering
echo ratio 45%phrases 9
Fractalscore 72stage-ready
ADHD at 6 - Dean's List
echo ratio 39%phrases 12
Fractalscore 69stage-ready
If my legs shake
echo ratio 57%phrases 4
Fractalscore 69strong
Spiders
echo ratio 39%phrases 10
Fractalscore 69
Women with boyfriends
echo ratio 38%phrases 19
Fractalscore 68developing
anal beads schrodingers
echo ratio 50%phrases 3
Fractalscore 59
Misc-Absurdist
echo ratio 28%phrases 40
Fractalscore 58
Relationships
echo ratio 28%phrases 19
Fractalscore 58
1% better
echo ratio 33%phrases 8
Fractalscore 57
lost virginity rabbis daughter
echo ratio 50%phrases 2
Fractalscore 56
She Comes First
echo ratio 26%phrases 15
Fractalscore 56stage-ready
The Staten Island room job
echo ratio 25%phrases 15
Fractalscore 55
cheating facebook post vague subtweet
echo ratio 50%phrases 1
Fractalscore 53
Circus-and-Physical-Comedy
echo ratio 23%phrases 12
Fractalscore 53
Sex-Dating
echo ratio 23%phrases 63
Fractalscore 53
AI Dating App Therapy
echo ratio 31%phrases 7
Fractalscore 52developing
City-Life
echo ratio 22%phrases 20
Fractalscore 52
Dentist blow job
echo ratio 36%phrases 5
Fractalscore 51
INDEX
echo ratio 21%phrases 26
Fractalscore 51
Jewish-Identity
echo ratio 21%phrases 14
Fractalscore 51
Sex-and-Dating
echo ratio 21%phrases 13
Fractalscore 51
age is just a number
echo ratio 50%
Fractalscore 50
for every time I've quite smoking cigarettes
echo ratio 50%
Fractalscore 50
Jewish-School
echo ratio 20%phrases 32
Fractalscore 50
New-Material-Late-April-May-2026
echo ratio 20%phrases 80
Fractalscore 50
Set-Lists-and-Show-Notes
echo ratio 20%phrases 23
Fractalscore 50
theo vonn tony robbins live life coaching unknowingly
echo ratio 44%phrases 2
Fractalscore 50
Future-and-Sci-Fi-Bits
echo ratio 28%phrases 7
Loopingscore 49
INDEX
echo ratio 19%phrases 12
Loopingscore 49
maduro vaccine
echo ratio 43%phrases 2
Loopingscore 49
Louder sex
echo ratio 18%phrases 16
Loopingscore 48
Recurring-Themes
echo ratio 17%phrases 13
Loopingscore 47
STDs super thorough dome
echo ratio 43%phrases 1
Loopingscore 46
Dating-Apps-Being-Single
echo ratio 15%phrases 18
Loopingscore 45
Parents call while touching yourself
echo ratio 39%phrases 2
Loopingscore 45tried
Area rug
echo ratio 38%phrases 2
Loopingscore 44
going down on the street
echo ratio 44%
Loopingscore 44
Self-Deprecation-and-Insecurity
echo ratio 17%phrases 9
Loopingscore 44
gender gap orgasms multiple men shut out
echo ratio 40%phrases 1
Loopingscore 43
married to an idea
echo ratio 40%phrases 1
Loopingscore 43
ADHD is like herpes
echo ratio 33%phrases 3
Loopingscore 42developing
Cosby time travel
echo ratio 33%phrases 3
Loopingscore 42raw-dictated
Eucalyptus
echo ratio 30%phrases 4
Loopingscore 42
Meta-Comedy
echo ratio 12%phrases 15
Loopingscore 42
temptations of the flesh
echo ratio 36%phrases 2
Loopingscore 42
ADHD-and-Mental-Health
echo ratio 14%phrases 9
Loopingscore 41
Biking horse lane
echo ratio 35%phrases 2
Loopingscore 41raw-dictated
bipolar bin laden diagnosis marriage
echo ratio 29%phrases 4
Loopingscore 41
Politics-Culture
echo ratio 11%phrases 24
Loopingscore 41
Women with cats
echo ratio 11%phrases 20
Loopingscore 41developing
Faking orgasms
echo ratio 40%
Loopingscore 40
Health-Body
echo ratio 10%phrases 22
Loopingscore 40
kiss and tell anime share tv shows
echo ratio 40%
Loopingscore 40
Real estate
echo ratio 31%phrases 3
Loopingscore 40
faking orgasms as a man
echo ratio 27%phrases 4
Loopingscore 39
spaghetti and meatballs power dynamic solo career
echo ratio 33%phrases 2
Loopingscore 39
staten island rim job shouldnt have gone
echo ratio 33%phrases 2
Loopingscore 39
Female Run Club
echo ratio 22%phrases 5
Loopingscore 37
true crime monopoly on women serial killer dear diary
echo ratio 25%phrases 4
Loopingscore 37
daddy issues called daddy in bed
echo ratio 33%phrases 1
Loopingscore 36
girl code vs guy code military recon
echo ratio 21%phrases 5
Loopingscore 36
wine tour frat girl said yes for wine pregamed on the bus
echo ratio 33%phrases 1
Loopingscore 36
mechanical bull someone's wife
echo ratio 29%phrases 2
Loopingscore 35
sunset with homies masculine
echo ratio 31%phrases 1
Loopingscore 34
going to therapy announcement pity
echo ratio 33%
Loopingscore 33
Polyamorous Cowboy
echo ratio 33%
Loopingscore 33
sex ed and pornhub
echo ratio 3%phrases 11
Loopingscore 33
made in china tag adoption
echo ratio 29%phrases 1
Loopingscore 32
Dating-Apps-and-Tech
echo ratio 13%phrases 6
Loopingscore 31
Stand up openings
echo ratio 28%phrases 1
Loopingscore 31
ADHD multitasker not good at it
echo ratio 18%phrases 4
Loopingscore 30
iron dome penis friend hint
echo ratio 30%
Loopingscore 30
nipple piercings noticing staring tits
echo ratio 27%phrases 1
Loopingscore 30
fantasy football vs dungeons and dragons
echo ratio 17%phrases 4
Loopingscore 29
lapped by divorced friends mario kart
echo ratio 11%phrases 6
Loopingscore 29
waking up parents divorce
echo ratio 29%
Loopingscore 29
weather app vs chase bank pleasantly surprised disappointed
echo ratio 20%phrases 3
Loopingscore 29
Loopingscore 29
Jewish private school tag
echo ratio 25%phrases 1
Loopingscore 28potluck-tested
ryan gosling is responsible for our sins
echo ratio 22%phrases 2
Loopingscore 28
small penis jokes thinking hard what it would be like
echo ratio 25%phrases 1
Loopingscore 28
Virgin Joseph
echo ratio 18%phrases 3
Echoingscore 27
florida jewish homeland miami beach
echo ratio 8%phrases 6
Echoingscore 26
Hugh Hefner mustache playboy duplex
echo ratio 20%phrases 2
Echoingscore 26
mother in law in law
echo ratio 20%phrases 2
Echoingscore 26
schindlers list rotten tomatoes
echo ratio 20%phrases 2
Echoingscore 26
Uber quiet mode
echo ratio 14%phrases 4
Echoingscore 26raw-dictated
Virginity is like a foreskin
echo ratio 17%phrases 3
Echoingscore 26potluck-tested
AI ghosting girlfriend
echo ratio 25%
Echoingscore 25
AI-and-Tech-Comedy
echo ratio 13%phrases 4
Echoingscore 25
borscht belt wife ring height
echo ratio 25%
Echoingscore 25
californians are everywhere
echo ratio 25%
Echoingscore 25
christmas making it about Jesus birthday
echo ratio 19%phrases 2
Echoingscore 25
condom subscription amazon optimist
echo ratio 25%
Echoingscore 25
dick calculus
echo ratio 25%
Echoingscore 25
excuse to look at girls butt schmuts bee dont move
echo ratio 25%
Echoingscore 25
ketamine deodorant anxiety sweat stronger than deodorant
echo ratio 25%
Echoingscore 25
N word pass
echo ratio 22%phrases 1
Echoingscore 25
parents embarrassment explanation for weirdness
echo ratio 25%
Echoingscore 25
remote work cuck porn covid
echo ratio 25%
Echoingscore 25
smell their finger
echo ratio 25%
Echoingscore 25
Echoingscore 25
virgin hail mary lose charisma confess want sex
echo ratio 25%
Echoingscore 25
women being called sluts unfair vs men
echo ratio 25%
Echoingscore 25
photographic memory
echo ratio 18%phrases 2
Echoingscore 24
Acro yoga pants bit
echo ratio 14%phrases 3
Echoingscore 23
AI clown in my computer
echo ratio 17%phrases 2
Echoingscore 23
asking vs guessing asker guesser
echo ratio 20%phrases 1
Echoingscore 23
chess dating apps elo rating
echo ratio 11%phrases 4
Echoingscore 23
dating a tattoo artist
echo ratio 17%phrases 2
Echoingscore 23
hugging tall men
echo ratio 11%phrases 4
Echoingscore 23
insecure man penetration test cybersecurity
echo ratio 5%phrases 6
Echoingscore 23
irs audit vape earrings gum
echo ratio 20%phrases 1
Echoingscore 23
juggling murphys law act
echo ratio 14%phrases 3
Echoingscore 23
looking at a butt and having a realization
echo ratio 8%phrases 5
Echoingscore 23
sex dreams accountant
echo ratio 8%phrases 5
Echoingscore 23
silly putty magnetic magneto
echo ratio 11%phrases 4
Echoingscore 23
AI dating app is therapy
echo ratio 10%phrases 4
Echoingscore 22
fake your laughter
echo ratio 22%
Echoingscore 22
homeowners
echo ratio 4%phrases 6
Echoingscore 22developing
last name mendelovits translates jewish
echo ratio 19%phrases 1
Echoingscore 22
safe sex mattress floor monster
echo ratio 22%
Echoingscore 22
winter fight new york catch these mittens choked out wearing scarf
echo ratio 19%phrases 1
Echoingscore 22
Hitler threesome Eva Braun Jewish astrophysicist
echo ratio 15%phrases 2
Echoingscore 21
is my chest hair pubes?
echo ratio 12%phrases 3
Echoingscore 21
juggling school no balls hands model
echo ratio 18%phrases 1
Echoingscore 21
men vs women trebuchet nuclear bomb
echo ratio 18%phrases 1
Echoingscore 21
rabbi waiting until marriage sexual liberator captor
echo ratio 21%
Echoingscore 21
Cereal monogamy
echo ratio 20%
Echoingscore 20
confusing psychiatrist number therapist
echo ratio 20%
Echoingscore 20
Crowd pleaser
echo ratio 20%
Echoingscore 20tried
Orgy rsvp
echo ratio 20%
Echoingscore 20
snoop smokeless stove CEO fired genie wishes
echo ratio 11%phrases 3
Echoingscore 20
supermodel clown friend criticized her job
echo ratio 20%
Echoingscore 20
tinder wishing well coin fountain love of your life
echo ratio 20%
Echoingscore 20
weight loss hot in morning thirst traps before breakfast
echo ratio 20%
Echoingscore 20
Echoingscore 20
Better man
echo ratio 10%phrases 3
Echoingscore 19
couch corner bit men come from anything friction
echo ratio 13%phrases 2
Echoingscore 19
dad jokes dad forced business loan
echo ratio 10%phrases 3
Echoingscore 19
Why I can't get hard
echo ratio 16%phrases 1
Echoingscore 19
AI vs making babies
echo ratio 15%phrases 1
Echoingscore 18
born again jews
echo ratio 9%phrases 3
Echoingscore 18
military industrial toy complex transformers nukes
echo ratio 18%
Echoingscore 18
Echoingscore 18
disney channel netflix and chill
echo ratio 8%phrases 3
Echoingscore 17
horny resume dating vs job hunting
echo ratio 14%phrases 1
Echoingscore 17
neighbors yelling singing cleaning butthole
echo ratio 17%
Echoingscore 17
nice to bartenders spit in mouth
echo ratio 17%
Echoingscore 17
allergic cats exposure therapy
echo ratio 13%phrases 1
Echoingscore 16
bathroom guest soap loan approval
echo ratio 7%phrases 3
Echoingscore 16
Chest hair
echo ratio 13%phrases 1
Echoingscore 16
comedian origin story batman joker
echo ratio 13%phrases 1
Echoingscore 16
my jokes are 5 minutes fast
echo ratio 16%
Echoingscore 16
Ryan gosling & ana de armas
echo ratio 4%phrases 4
Echoingscore 16
Stepmom pornography
echo ratio 10%phrases 2
Echoingscore 16tried
women with cats allergic worth giving up air suffocating for
echo ratio 13%phrases 1
Echoingscore 16
Best-Ideas
echo ratio 6%phrases 3
Echoingscore 15
competitive baby breakdancing league
echo ratio 9%phrases 2
Echoingscore 15
deserving a woman I don't deserve
phrases 5
Echoingscore 15
girlfriend if i was a worm
echo ratio 15%
Echoingscore 15
Bartender spit
echo ratio 14%
Echoingscore 14potluck-tested
counting calories 5000 a day 5 year old proud
echo ratio 14%
Echoingscore 14
Goosebumps
echo ratio 14%
Echoingscore 14
jewish attitudes on sex procreate quota
echo ratio 14%
Echoingscore 14
jewish cloud nimbostratus
echo ratio 14%
Echoingscore 14
Jewish would never pay for sex
echo ratio 14%
Echoingscore 14potluck-tested
rocks on jewish headstones morbid
echo ratio 14%
Echoingscore 14
superhero music hans zimmer mortal kombat sex
echo ratio 14%
Echoingscore 14
Takes me a while to cum
echo ratio 14%
Echoingscore 14potluck-tested
tijuana viagra market boner pills how much boner you need
echo ratio 11%phrases 1
Echoingscore 14
turtle ran away neighbor deserves freedom
echo ratio 14%
Echoingscore 14
unable to sell adderall jewish profiled business homework
echo ratio 11%phrases 1
Echoingscore 14
ai epstein files unethical
echo ratio 13%
Echoingscore 13
believe finish sentence interesting
echo ratio 13%
Echoingscore 13
Boeing suicide rates stock rally
echo ratio 7%phrases 2
Echoingscore 13
Germany swastika drawing in second grade
echo ratio 13%
Echoingscore 13
measuring penis range accent lessons
echo ratio 13%
Echoingscore 13
pimple date left side
echo ratio 13%
Echoingscore 13
Echoingscore 13
virginity foreskin
echo ratio 13%
Echoingscore 13
ADHD side quests main quests
phrases 4
Echoingscore 12
Bike vasectomy
echo ratio 3%phrases 3
Echoingscore 12
call mom after sex she wants grandchildren im trying
echo ratio 9%phrases 1
Echoingscore 12
ear piercings matched tinder teeth earrings crafts
echo ratio 12%
Echoingscore 12
Physical-Comedy-Circus
phrases 4
Echoingscore 12
squirrels hiding nuts nut thieves
echo ratio 12%
Echoingscore 12
5 year old hide and seek
echo ratio 11%
Echoingscore 11
acorns brainstorm bits
echo ratio 8%phrases 1
Echoingscore 11
avatar backflip over problems
echo ratio 11%
Echoingscore 11
boobs vs dragons treasure
echo ratio 5%phrases 2
Echoingscore 11
breakdancers L train condom
echo ratio 8%phrases 1
Echoingscore 11
Finger licking good
echo ratio 5%phrases 2
Echoingscore 11tried
former virgin bad at sex renovation
echo ratio 11%
Echoingscore 11
frats and trump
echo ratio 8%phrases 1
Echoingscore 11
hair loss finasteride ED
echo ratio 11%
Echoingscore 11
ryan gosling sexuality movie trailers
echo ratio 8%phrases 1
Echoingscore 11
ultrasound sketch balls nurse seen bigger
echo ratio 11%
Echoingscore 11
2 year old toddlers talking about god
echo ratio 10%
Echoingscore 10
anxious optimist oversized tshirt
echo ratio 10%
Echoingscore 10
cologne airport pickup
echo ratio 7%phrases 1
Echoingscore 10
Giving women the ick and wanting it back
echo ratio 10%
Echoingscore 10
Jewish mechanic
echo ratio 10%
Echoingscore 10potluck-tested
abortion argument with dad at 15
echo ratio 6%phrases 1
Linearscore 9
AI blackface redneck AI
echo ratio 6%phrases 1
Linearscore 9
dating black women penis too small fear
echo ratio 6%phrases 1
Linearscore 9
dirty talk for the homies
echo ratio 6%phrases 1
Linearscore 9
dmt god calling women lsd hike
echo ratio 9%
Linearscore 9
friend zone quicksand
echo ratio 6%phrases 1
Linearscore 9
plateau beautiful
echo ratio 9%
Linearscore 9
Linearscore 9
step family porn steps in
echo ratio 9%
Linearscore 9
swimming running shark hot hinge
phrases 3
Linearscore 9
tattoos vs circumcisions
echo ratio 9%
Linearscore 9
tried being gay all boys jewish school
echo ratio 6%phrases 1
Linearscore 9
baseball first handjob
echo ratio 8%
Linearscore 8
compliments for men call him the man
echo ratio 8%
Linearscore 8
finding out she has boyfriend talking about anal
echo ratio 8%
Linearscore 8
man faking orgasm greatest magic trick
echo ratio 5%phrases 1
Linearscore 8
sperm market dating market height requirement
echo ratio 8%
Linearscore 8
tears and cum crying equal volume healthier men
echo ratio 8%
Linearscore 8
foot kink feet coming to terms
echo ratio 7%
Linearscore 7
addicted to carrots crowd bit
echo ratio 6%
Linearscore 6
Linearscore 6
crowd work reject myself before anyone else can
echo ratio 6%
Linearscore 6
Linearscore 6
doctor naps sleep deprived drunk
echo ratio 6%
Linearscore 6
Linearscore 6
heelies good time accidental pregnancy
echo ratio 6%
Linearscore 6
jewish private school space rabbi imam priest alien
echo ratio 6%
Linearscore 6
masculine urges epstein files
phrases 2
Linearscore 6
neo nazis new and improved
phrases 2
Linearscore 6
Linearscore 6
papa johns pizza bong grip
phrases 2
Linearscore 6
PhD in sexology
phrases 2
Linearscore 6
public restroom pee aim
phrases 2
Linearscore 6
Linearscore 6
You're the man
echo ratio 6%
Linearscore 6tried
anti-vax vaccine for autism
echo ratio 5%
Linearscore 5
antidepressants cant climax mastered art
echo ratio 5%
Linearscore 5
arguing with rabbis boss battle
echo ratio 5%
Linearscore 5
circumcision baby wine blacked out
echo ratio 5%
Linearscore 5
Linearscore 4
faking your death
echo ratio 4%
Linearscore 4
Hitler likes to paint hikes mustache
echo ratio 4%
Linearscore 4
Linearscore 3
Linearscore 3
all penises created equal
phrases 1
Linearscore 3
anne frank pornstar name
phrases 1
Linearscore 3
big spoon little spoon spork
phrases 1
Linearscore 3
break from dating cockroach
phrases 1
Linearscore 3
caffeine talk to people
phrases 1
Linearscore 3
jackie chan dream chinese voice
phrases 1
Linearscore 3
men women dating raining men drought
phrases 1
Linearscore 3
nano penis micro
phrases 1
Linearscore 3
Linearscore 3
Linearscore 3
soft butt of a joke 16 handles
phrases 1
Linearscore 3
tie a knot climbers shibari
phrases 1
Linearscore 3
treating your body like a temple
phrases 1
Linearscore 3
waymo ghosts
phrases 1
Linearscore 3
Linearscore 3
Linearscore 0
Linearscore 0
Linearscore 0
Linearscore 0
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Linearscore 0raw
Linearscore 0raw
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