regulationmic report
Vol. VI · No. 3 · Autumn 2026ISSN pending (forever)Peer-reviewed by no one

Regulation Studies Quarterly

The field's only journal of applied transcript science. Est. episode 1.

Original research · Open access · Crude

Swearing, Excretion and Unpaid Pencil Debt in 415 Episodes of a Podcast Formerly Known as F**kface

M. Booth1  ·  1Department of Bits, Institute of Mishearing

AbstractI transcribed and diarized every episode of The Regulation Podcast (2020–2026; n = 415 episodes, 707,546 speech segments, ~350 host-hours) and subjected five grown men (one of them rarely audible) to the full weight of quantitative analysis. I find that the show reaches its first bathroom word a median of 4 minutes 47 seconds in; that the British host swears ten times less than the Texan one yet talks about excrement more; that hot dog discourse inflated 3.7-fold following the 2024 rebrand; and that despite 436 recorded demands across 102 episodes, the pencil remains uneaten.

0pencils eaten, against 436 on-air demands that he eat the pencil
4:47median minutes into an episode before the first bathroom word
3.7×hot dog inflation since F**kface became Regulation
10×Geoff's F-bomb rate compared with Gavin's, per word spoken

§1Two dialects of filth

Profanity is not a single construct. Plotting each host's rate of fuck against his rate of bathroom vocabulary (shit, piss, poo, fart, toilet, butt and relatives) reveals two orthogonal axes of disgust. Three hosts cluster along a conventional American diagonal. One does not.

Figure 1The Swear Jar / Poo Jar divergence
Occurrences per 10,000 words spoken, all episodes. Gavin has said “fuck” 278 times in 753,000 words; Geoff has said it 6,407 times. Gavin nonetheless leads the panel on bathroom words. I propose the term excretory Britishness. Nick, drawn as a hollow dot, is plotted from a much smaller sample.

§2Transatlantic contamination

Longitudinal data suggest the dialects are not stable. Indexed to each host's first full year on the show, Gavin's F-bomb rate has nearly tripled, while Andrew's has fallen by more than half. Whether this is a direct transfer of profanity from one man to another remains the subject of ongoing research.

Figure 2F-bomb rate over time, indexed (first year = 100)
GeoffAndrewGavinEric
Rate of fuck and derivatives per 10,000 words, by calendar year, divided by each host's first-year rate. Eric's baseline is 2022, his first full year of mapped speech. Geoff's absolute rate (33 per 10k in 2026) still exceeds Gavin's (4.5) by a factor of seven. The contamination is ongoing but incomplete. Nick has too little mapped speech in any single year to plot.

§3The Pencil Debt

In episode 13 Andrew agreed, or did not agree, to eat a pencil. The matter has been litigated (episodes 17–18, a kangaroo court with Eric presiding), read aloud as a closing sting for the better part of a hundred episodes (“once again, Andrew does not eat the pencil”), escalated to a guest, and carried across a complete rebrand. Figure 3 tracks the cumulative on-air pressure.

Figure 3Cumulative mentions of “pencil”, episodes 1–415
Every host utterance containing “pencil”. Hover for episodes. The shaded band marks the era of the weekly promo read by Major League Fan Jack (ep. 141–243), which ended every episode by confirming that Andrew did not eat the pencil. Pencils consumed to date: 0.

§4Life cycles of a bit

Following the Arrested Development convention, each running bit is drawn as a row and each mention as a mark. Some bits die young. The Tuxedo refused to. Gurpler went from a made-up colour in episode 22 to a drinking vessel to plush merchandise, and is now the show's most-mentioned invented word (569 mentions and counting).

Figure 4Running-bit survival chart
Circle area is proportional to mentions in that episode. Rows are sorted by first appearance. The vertical rule marks episode 245, when F**kface became Regulation; bits that crossed it are the true survivors. Scroll sideways on narrow screens.

§5Time to first contact

How long can four men hold it? Measuring from 90 seconds in (to skip the cold open), I recorded the moment each episode first reached for bathroom vocabulary. The answer, in the median case, is under five minutes. In 42 episodes it took less than two.

Figure 5Minutes until the first bathroom word, by episode
n = 398 episodes longer than 30 minutes. The record hold, 49 minutes, belongs to the Snake Eyes (1998) watchalong, broken by Andrew with “Oh, shit.” The fastest openings (1 min 31 s) are a three-way tie, one of them an episode titled Potato Talk.

§6Everyone is talking about Gavin

I counted how often each host says each other host's name. Normalised for how much each man talks, one name dominates every row it's allowed into. Qualitative review suggests the name is most often delivered with a rising intonation, as in “Gavin, what?”, or as a complete sentence on its own. Even Nick, who is barely on the mic, spends his name-drops mostly on Gavin.

Figure 6Name-drops per 10,000 words
Rows: who is speaking. Columns: whose name they say. The diagonal (saying your own name) is mostly the opening roll call plus diarization errors and is struck out. Gavin, in turn, mostly says “Andrew.” Nick is said roughly once for every nine words he speaks himself.
“In defense of Gavin, I've never heard you say 60. I've heard you get as high as 59.”ANDREW · ep. 183 · 0:50 · on Eric counting down Gavin's log-in
“A hundred episodes in, we're worse than ever.”GAVIN · ep. 107 · 57:05
“The mechanics of a conversation are outside of our grasp currently.”GEOFF · ep. 22 · 8:51

§7Signature moves

Each host has a verbal fingerprint distinctive enough to identify him in the dark. Eric, who runs the drafts, says “hang on” at a rate the rest of the panel cannot approach. Gavin proposes hypotheticals. Geoff says “anyway” when he has lost the thread, which is often. Nick, with the least airtime on record, apologises the most.

Figure 7Phrase rate per 10,000 words, six phrases
Exact-phrase matches in each host's mapped speech. Headline ratios compare the leader with the average of the other three.

§8The Hot Dog Singularity

Before the rebrand, hot dogs came up at a respectable 1.2 mentions per episode. Afterwards: 4.4. The Regulation era introduced a hot dog registry, a race, a lifetime hot dog counter and the air cannon question. I do not believe the trend is reversible.

Figure 8Mentions of “hot dog(s)” per episode
Dashed lines: era averages. The peak (64 mentions, ep. 264) is also the episode that introduced the lifetime hot dog count. By episode 329 Geoff reported, with no further context, “Current hot dog count 82.”

§9Hall of Filth

Normalising bathroom vocabulary by runtime identifies the dirtiest episodes on record. Four of the top six come from the first 25 episodes, when the show was still called F**kface and felt it had something to prove. The record holder is episode 3, which was titled, with admirable honesty, Set Sail For Ass.

Figure 9Bathroom words per minute, top ten episodes
  1. #1Set Sail For Ass//Billy Ripken F**kfaced Himself [2] · ep. 3 · 20202.45
  2. #2The Ultimate Question Fart//Biology Homework [9] · ep. 10 · 20202.17
  3. #3Burp Taste vs Piss Smell // Is Gavin the Weird One Now? [143] · ep. 161 · 20232.07
  4. #4Bathroom Snake Spotter//I Became a Shitty Riddler [13] · ep. 14 · 20201.65
  5. #5A Mid-Episode Retraction // Retrain an Anus [70] · ep. 73 · 20211.54
  6. #6Andrew Loses Power // Andrew's Precious Bits [23] · ep. 25 · 20201.49
  7. #7Assholes and Ice Skates // Fart Drama [186] · ep. 223 · 20231.42
  8. #8Andrew's Broken Chair Birthday // I've had my cat for 20 years [66] · ep. 69 · 20211.39
  9. #9Tomorrow Is Chores // Naughty Naked Video Games [176] · ep. 210 · 20231.37
  10. #10The Rookie Magic Bet // Andrew's Lotto Machine [67] · ep. 70 · 20211.37
Cleanest on record
  • Are We Nostradamus 2026 // Regulation Supplemental · ep. 370 · 0.02/min
  • Regulators 3 · ep. 396 · 0.04/min
  • Best Combined Animals Draft · ep. 358 · 0.05/min
  • Andrews Ankles // Regulation Flavors [173] · ep. 206 · 0.06/min
  • 4 Course Meal Draft // Regulation Supplemental · ep. 333 · 0.07/min
Episodes longer than 30 minutes. For scale, the archive-wide average is 0.4 per minute, roughly one every two and a half minutes. The record holder ran six times hotter. The cleanest episodes are all supplementals: predictions, drafts, and the one in which the hosts combine animals. Seven episodes with mostly unmapped speakers are excluded.

§10Specimen: “I'm a ___ guy”

Andrew defines himself by declaration. The following is a complete catalogue of what he has, on the record, claimed to be a guy of. Two identities (sauce, relaxation) were declared three times each. The collection includes an accountability guy, an honorable guy and a trustworthy guy, none of whom has eaten the pencil.

I'm a sauce guy ×3I'm a relaxation guy ×3I'm a innocent guyI'm a honorable guyI'm a trustworthy guyI'm a cold guyI'm a big guyI'm a romaine guyI'm a recipe guyI'm a chain guyI'm a tails guyI'm a flatbread guyI'm a quiznos guyI'm a accountability guyI'm a automatic guyI'm a receipt guyI'm a blanket guyI'm a late guyI'm a pie guyI'm a team guyI'm a lucky guyI'm a vibes guyI'm a pepsi guyI'm a knife guyI'm a drinks guyI'm a egg guyI'm a water guyI'm a stats guyI'm a soaps guyI'm a subtitles guyI'm a hockey guyI'm a parties guyI'm a dilly guyI'm a oven guy

§11Appendix A: Subject profiles

Career statistics for each subject, collected in a format I believe is familiar to the study population.

GeoffStoryteller · Captain
a.k.a. T-Bone, Porterhouse, Baby Pepsi
Hours on mic
125.6
Words spoken
1,702,865
Career F-bombs
6,407
Bathroom words
4,858
Named by others
6,018
“anyway” / 10k
4.76
“When I shit my pants last time, I shit my pants twice.” (ep. 263)
AndrewPencil debtor · Lasagna Mountain champion
a.k.a. Piss Boy, Johnny Caviar, Frosty, Gizmo
Hours on mic
118.4
Words spoken
1,572,864
Career F-bombs
2,854
Bathroom words
2,002
Named by others
6,641
“I don't know” / 10k
21.24
“I'm the top of lasagna mountain. I'm not even a little bit worried about it.” (ep. 3)
GavinHypothesis generator · Brit
a.k.a. Ram Scoop, Whoop Tone, Gassy Goo
Hours on mic
54.5
Words spoken
752,669
Career F-bombs
278
Bathroom words
2,505
Named by others
9,615
“what if” / 10k
5.77
“I think the cream runs through your veins.” (ep. 126, to Andrew)
EricDraft commissioner
a.k.a. Gooch Pooch (wanted “Big Dog”), Lil Ricky B
Hours on mic
48.6
Words spoken
624,982
Career F-bombs
1,492
Bathroom words
792
Named by others
4,498
“hang on” / 10k
5.95
“You want us to put 19 minutes of takes at the end of this episode?” (ep. 197)
NickFifth mic · Small sample
a.k.a. Regulation Guy, Mecha Nick
Hours on mic
3.0
Words spoken
41,193
Career F-bombs
38
Bathroom words
67
Named by others
4,679
“sorry” / 10k
5.83
“Gentlemen, please raise the seat when you take a piss.” (ep. 386)

Methods

Audio for all 415 episodes was transcribed with Whisper large-v3-turbo and diarized with pyannote; per-episode speaker clusters were mapped to hosts by hand. Counts use lowercase token and phrase matching on each host's mapped speech. Dynamically inserted ads were excluded by speaker mapping. Per-episode timing uses segment start times.

Limitations

  1. Diarization is imperfect. Short replies are sometimes credited to whoever spoke before them, which inflates the diagonal of Figure 6 and slightly flatters everyone.
  2. Nick is mapped in 114 episodes, about 41,000 words or three hours of speech, against 49 to 126 hours for everyone else. He appears where a rate still means something, drawn hollow or in graphite as a small sample, and is left out of the year-by-year chart. He is not being punished.
  3. Whisper spells Gurpler at least three ways. All were counted.
  4. “Ass” as in “half-ass” and “pee” as in “peeing” are counted; “pool” and “peel” are not.

Conflicts of interest

The author is a fan. The pencil declined to comment.

Appendix B · Who gets the mic

Transcript lab / exhibit 002

who gets
the mic?

A speaking-time autopsy of 426 completed episodes—measured in twenty-episode chunks so the long-term cast shift is impossible to miss.

415 files / four recurring suspects

The room changed.

Eric’s rise is visible both as a share of the group and in raw minutes, so it is not simply the result of episodes getting longer.

GGeoffAAndrewGGavinEEric
Archive windowEpisodes 421–426Sep 2026–Sep 2026
Geoff34.2%22.2 min/episode
Andrew35.8%23.2 min/episode
Gavin14.5%9.4 min/episode
Eric15.5%10.1 min/episode
Chart 01Share of the conversation

Main four hosts total 100% in every window.

0%25%50%75%100%2020202120222023202420252026Archive publication year
Chart 02Minutes on mic

Average measured speech per episode.

05101520252020202120222023202420252026Archive publication year

First 100 vs latest 100

Then / now

GGeoff
40.730.3
-10.4 pts
AAndrew
37.833.9
-4.0 pts
GGavin
18.314.9
-3.3 pts
EEric
3.220.9
+17.7 pts

Approximate Whisper segment durations assigned to canonical diarized speaker identities. Shares use only Geoff, Andrew, Gavin, and Eric. Twenty-episode windows smooth individual-show noise.