Regulation Studies Quarterly
The field's only journal of applied transcript science. Est. episode 1.
Swearing, Excretion and Unpaid Pencil Debt in 415 Episodes of a Podcast Formerly Known as F**kface
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.
§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.
§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.
§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.
§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).
§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.
§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.
“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.
§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.
§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.
- #1Set Sail For Ass//Billy Ripken F**kfaced Himself [2] · ep. 3 · 2020
- #2The Ultimate Question Fart//Biology Homework [9] · ep. 10 · 2020
- #3Burp Taste vs Piss Smell // Is Gavin the Weird One Now? [143] · ep. 161 · 2023
- #4Bathroom Snake Spotter//I Became a Shitty Riddler [13] · ep. 14 · 2020
- #5A Mid-Episode Retraction // Retrain an Anus [70] · ep. 73 · 2021
- #6Andrew Loses Power // Andrew's Precious Bits [23] · ep. 25 · 2020
- #7Assholes and Ice Skates // Fart Drama [186] · ep. 223 · 2023
- #8Andrew's Broken Chair Birthday // I've had my cat for 20 years [66] · ep. 69 · 2021
- #9Tomorrow Is Chores // Naughty Naked Video Games [176] · ep. 210 · 2023
- #10The Rookie Magic Bet // Andrew's Lotto Machine [67] · ep. 70 · 2021
- 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
§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.
§11Appendix A: Subject profiles
Career statistics for each subject, collected in a format I believe is familiar to the study population.
- 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
- 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
- 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
- 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
- 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
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
- Diarization is imperfect. Short replies are sometimes credited to whoever spoke before them, which inflates the diagonal of Figure 6 and slightly flatters everyone.
- 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.
- Whisper spells Gurpler at least three ways. All were counted.
- “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.