ZIP is not a good measure of lyrical complexity

The following paper recently came to my attention:

Varnum MEW, Krems JA, Morris C, Wormley A, Grossmann I (2021) Why are song lyrics becoming simpler? a time series analysis of lyrical complexity in six decades of American popular music. PLoS ONE 16(1): e0244576. doi:10.1371/journal.pone.0244576

It attempts to analyze lyrical complexity of top 100 songs and correlate it to their success, socio-economical factors, and so on. I am not really qualified to talk about most of the work they are doing (they all are from psychology departments and talk about what probably are psychology things), but as an ex-computer science student, current multimedia production student and a hobbyist writer, I do feel qualified to talk about this line in their methodology specifically:

Compressibility indexes the degree to which song’s lyrics have more repetitive and less information dense, and thus simpler, content. We used a variant of the established LZ77 compression algorithm.

LZ77 is an ancient compression algorithm from 1977 (hence the name). It’s the granddad of the modern deflate algorithm used to compress webpages, PNGs, ZIPs, PDFs, ODTs, DOCXs, and so on. The authors correctly identify:

We used the LZ77 compression algorithm because of its intimate connection to textual repetition. Most of the byte savings when compressing song lyrics arise from large, multi-line sections (most importantly the chorus, and chorus-like hooks).

The words “byte savings” already is hinting at what the problem here might be. Because, yes, if your lyrics repeat the same thing over and over again (and to be fair, pop songs often do), and if you ZIP it up, it will take up less space on your disk and yes, in information theory, the song would be less complex.

But we as listeners aren’t really interested in information theory and degrees of compression. If anything, we might be interested in whether the lyrics go for a very simple rhyme, or a combo that’s been heard hundreds of times before (house → mouse, fire → desire, heart → apart, etc – rhymezone is very useful to find common pairings), or for one you don’t see coming (eg. Madvillain’s Meatgrinder “trouble with the script → subtle lisp midget”). The ZIP algorithm won’t be able to tell the complexity of the rhymes apart, it only can judge whether or not words or phrases are literally repeating.

And even that isn’t necessarily a good metric to judge complexity. Take the lyrics of Rammstein’s Du hast for example:

Du hast
Du hast mich
Du hast mich
Du hast mich gefragt
Du hast mich gefragt
Du hast mich gefragt und ich hab’ nichts gesagt

This is some ZIP-tastic lyrics and proof that these lyrics are simple – except they aren’t. This is a wordplay on “du hast” (you have) and “du hasst” (you hate). If you hear these lyrics, you’re constantly trying to decypher which of the two meanings this hast/hasst they’re talking about, and the four (!) “Du / du hast / du hast mich” repititions before the song even gets to the verse quoted above make it a very cognitively engaging, and, dare I say, complex song up to that point, just by repeating an unclear phrase.

So, we have established that any conclusions drawn from ZIP-ping up song lyrics are shaky at best, I have another question:

Why, why, why a ZIP algorithm?

It is beyond me why the first thing you’d head to when tasked “measure whether new songs are simpler” is LZ77, or any kind of compression algorithm. Compression algorithms will look at substrings, so h[ouse] and m[ouse] would be better to compress as a pair than ho[use] and ca[use], because the repeated substring is longer. But house, mouse, cause are all just 5-letter-words which (vaguely) rhyme, so there’s no reason to count one pairing more or less complex than the other.

And it’s not like there aren’t metrics which are designed to look at this problem in particular: Lexical Diversity Indices exist, here’s a paper describing all their differences, doi:10.3758/BRM.42.2.381. And even that paper admits:

In sum, all textual analyses are fraught with difficulty and disagreement, and LD is no exception. There is no agreement in the field as to the form of processing (sequential or nonsequential) or the composition of lexical terms (e.g., words, lemmas, bigrams, etc.) […] In this study, we do not attempt to remedy these issues. Instead, we argue that the field is sufficiently young to be still in need of exploring its potential to inform substantially.

So even when analyzing with an algorithm designed to measure lexical diversity, it still would run into trouble, especially when being ran in the “full auto” mode that is necessary to classify tens of thousands of texts.

The research already has been done

Varnum et al. fail to acknowledge the research of Isaac Piraino, published at least a year prior to theirs. Piraino took 450k song lyrics (as opposed to Varnum et al.’s 15k), filtered to only include lyrics above 100 words (because short lyrics necessarily are more diverse; you first need to write a word before you can repeat it), and measured them with MTLD (a metric actually designed to measure lexical diversity).

Piraino’s findings: MTLD peak in the 2000’s
Varnum et al.’s findings: Steadily rising compressability.

Piraino hypothesizes:

My theory is that the gradual decrease in the popularity of rock music and increase in popularity of hip-hop explains the upward trend to the end of the 90s. Rock music, although complex in different ways, usually has a more simple vocuabulary than its lyrically dense hip-hop counterpart. My theory for why it went back down after the 90s is that hip-hop has slowly been transforming into pop music in combination with the rise in popularity of EDM. […] EDM typically has a handful of catchphrases that are repeated over and over again.


Varnum et al. acknowledge that “Songs might be complex or simple in other ways as well, in terms of rhythm, melody, number of instruments played, and so on.” But since their methodology is so shaky, and their results seem to contradict other research, I’d be very, very careful to even try to draw any conclusions from this. Or really, most things which try to algorithm away at huge datasets and then try to explain the most intricate and inter-connected thing humanity has to offer, culture, with it. Overall, it reminds me of the “timbre paper” floating around, which tries to measure musical quality by how much timbre it has (and got torn apart over it):

Leo’s Inferno


So, you know Dante’s Inferno? If not, it basically is the world’s first popular self-insert fan fiction: The Author, Dante, some guy from the 14th century, just really wants to tour hell with his literary hero and 1st century BC all-star poet Virgil. In hell, modeled after the totally christian vision of hell that Aristotle and Cicero had, Dante writes himself into meeting basically anyone he dislikes, from the popes via Odysseus to Cain (y’know, from the bible, son of Adam).

And just so we’re clear at which level of self-insert we’re operating at: in the second part of it, Dante’s Purgatorio, he meets Beatrice, a girl Dante was absolutely obsessed with starting at age 9, despite having only met her twice. So naturally, he ditches Virgil for her later on and they go to Paradise together.

With that out of the way, if I now tell you that the mention of “VTuber hell” got a creative spark lit in me, you can probably figure out which direction this particular short story is headed towards: Leo’s VTuber hell.

In order to prevent this from being a text of any historical significance, I will not do the Dante and write thirty-something cantos for just the first part, and neither will I be exploring VTuber purgatory or VTuber heaven. In the awesome-to-effort graph, we’re maybe halfway up the awesome scale, so anything beyond half-arsing this text would not be worth it.

Anyway, if we’re going to follow Dante’s format we need ourselves a Virgil, ie someone I can talk to. I could go for Virgil as well, or some poet from a thousand years before my time who has a lot of experience with touring hell, but quite frankly, I don’t really know anyone off the top of my head. I’ll just ignore Dante’s frantic hand waving in the back and instead go with my all-time favorite writer, inventor of fantasy as a genre, and language constructor extraordinaire, it’s John Ronald Reuel Tolkien! Round of applause, please!

Tolkien: “Who are you? What am I doing here?”

Leo Wattenberg, the pleasure is all on my side, Mr. Tolkien! And now strap in, we’re in for a wild ride!

To VTuber hell!

Tolkien: “What even is a VTuber?!”

First Circle of Hell: Limbo

“Abandon all hope, ye who enter here”, the ominous sign over the gates of hell loomed as we stepped closer.
“You glued a piece of paper to the bezel of your screen”, Tolkien observed.
“Shut up,” I responded, “I’m going for the grandiose here, the reader doesn’t need to know we’re just looking at a laptop”
“What kind of devil are you even? Is this how you’re gonna torture me? Have me look at computer screens? I’ll have you know that…”

Tolkien stopped as the gates of hell opened and a small girl appeared.

“a”, the girl said.
“That’s Gawr Gura, she’s a shark”, I explained.
“That’s a shark? Is putting a vaguely shark-themed hoodie on enough these days to count as being a shark?” Tolkien’s hands went through his hair in disbelief.
“You better watch out for your ankles, old man! ‘Cuz I’ll bite them if you continue talking like that”, Gura flashed her sharp teeth. “Get in here right now, there’s enough room for everyone!”

Limbo was a vast place. Various clippers and translators had set up their booths, with plenty of souls wandering between them. We explored some of them, but it was evident that Tolkien didn’t quite understand what was going on.

“So, that shark girl from earlier, was that this world’s Cerberus? But instead of a dog it’s a shark?”
“Sorta, yeah. She doesn’t always guard the door and welcome new people in, but she has had quite a lot of shifts in recent times.”
“I see.”
“There also is an actual Cerberus VTuber, called Inui Toko.
“That sounds somewhat Japanese.”
“It is! She only has one head though and probably is typically found deeper in hell.”
“Wait, what?”
“You’ll see.”

As we walked towards the gates to the deeper parts of hell, I pointed towards a woman in the distance with a scythe.

“Look, that’s Mori Calliope. She’s Death herself and a rapper”, I said.
“Excuse me? I’ve seen death. I’ve been through it, for heaven’s sake! Why did they slap some massive tits onto Death, what’s the point?”
“Some things, even I cannot explain. It might just be for the better.”

As we passed her, she gave us a wink. “Nice songs you’ve got there, Leo. And Tolkien, your poems definitely were an inspiration for me as well.”
“Finally someone who appreciates the craft it took to make them!”, Tolkien exclaimed. “This dude who’s dragging me around this place apparently is too inept to do any but the laziest rhymes there are.”
“Hey”, I protested, “it’s difficult to do poetry in a foreign language!”
“Yes? Have you ever read the Namárië?”
“… of course, of course, I forgot, you have not only made your own languages but also made poems in them”, I begrudgingly admitted.
“Glad we have that cleared up.”

Be smug while you can, old man, I thought. One circle of hell surely will break you.

Second Circle of Hell: Lust

“Dear God”, Tolkien was shocked as he stumbled upon the hoards of lonely men, all staring at stages on which various girls were talking about various indecencies. Some of them even masturbated in what would be broad daylight, if sunlight ever touched hell. The stages were placed in rings around each other, with the central stage being shaped like a pirate ship.

“That’s Houshou Marine there”, I shouted towards Tolkien, “she is by far the horniest of them all!”

Tolkien looked at me with the eyes of a puppy who, despite having been through two world wars, had never seen quite this level of degeneracy before in his life.

“What is happening here?”, he yelled back through the moan-filled air.
“All of these men are rejecting society to some degree and come to VTubers to get their share of love. Some of them send obscene amounts of money, so these girls dominate the charts for fan donations on YouTube. And, well, some of the girls try to give their love back in this form.”
“Just sharing lewd stories of how they almost but not quite sucked each other’s breasts? Wouldn’t a stripper or a prostitute – or better yet – a wife be more fulfilling?”
“Well, yes, but then they would need to interact with people.”
“I don’t understand”, Tolkien began, but the lewd soup of Matsuri, Umi, Melody, Erofi, Amelia and Eroha noises forbade me from hearing the rest of his words. Between all of them, Mizuryu Kei could be seen, furiously scribbling new scenes away.

The second circle of hell was packed to the brim, and even though VTubers had corrupted me a lot, there was just about enough humanity left to not let Tolkien go insane in here and to take him to the next circle, until the sweet whispers of Choco and seal noises of Nyanners subsided.

Third Circle of Hell: Gluttony

Compared to the madness of the previous circle, Gluttony was nice and quiet. A nice blonde-haired girl lead us to a table and asked us to sit down and then disappeared into the kitchen.

“So, what’s the punishment in this circle”, Tolkien asked. “Food that turns into mud once it touches your mouth? Are we getting masted?”
“It’s much less sophisticated. In this circle, it’s mostly just Haachama trying her best at cooking.”
“So where’s the problem?”
“Well, she’s been to Australia and somehow got confused as to what’s food and what’s vermin.”

Haachama returned with a plate of viper stuffed with tarantula, served to nettles and a refreshing mice blood cocktail.

“Oh, fantastic!”, Tolkien said and started eating.
Confused, I looked at Haachama. She was apparently overwhelmed with joy that she, finally, found someone who didn’t immediately throw up from her cooking.
“I had something similar in the war, though this is better because it’s still warm!”, he explained after a few bites.

I tried some myself, but the combination of the warm, foul, intoxicating stench of viper venom quickly got the better of me and I passed out.

Fourth Circle of Hell: Greed

As I woke up, I found myself in the fourth circle of hell.

“I assume this is where you wanted to go next, anyway?”, Tolkien asked.
“Indeed”, I replied after I had puked out the last remaining spider legs stuck in my mouth.
“I had a look around while you were out. This is Hell’s Casino, is it not?”
“What a fitting punishment. You can gamble all your money, but the machines don’t even have a slot to pay you out in.”
“Well, the reward for these slot machines isn’t money. It’s… how do I put it…”
“Being released from hell would probably have quite a lot of value”
“Yeah, no. So, this entire thing is called ‘gacha’, it’s all about collecting all characters in a specific game, be it Genshin Impact, Azur Lane or whatever else. And the only way to do it is through dice rolls.”
“So is this like a kids gambling game then? With fake currencies and fake rewards?”
“Oh, the currency is very real. That guy over there, Kanae, can easily spend over 3000 USD on just one game in one evening.”
“Three thousand?! For what effectively are trading cards?”
“You also typically cannot trade with other players, you need to roll it all yourself”
“What nonsense! Picture cards which you can’t trade! You could hire a painter to paint your favorite characters over and over again for that amount of money!”

“What did you just say?!” An angry Fubuki came stomping towards us, followed by an army of other gacha addicts.
“Uuh, Mr. Tolkien, I think it’s best we leave now.”
The ring of gacha addicts pulled tighter, threatening to surround us. We hurried to the next gate.

Fifth Circle of Hell: Wrath

“Konrushi~”, the little girl said, her hair shifting from green to pink and back at frequent intervals. “I hope you’ll have a nice stay here.”
“Uh”, Tolkien scratched his head, “isn’t this supposed to be wrath?”
“Wrath? No, no, I’m just an innocent little necromancer, you won’t find any wrath around here.”
“Splendid. What’s your name, necromancer?”
Uruha Rushia, nice to meet you~ and feel free to look around my library!”
“Well then, here we are”, I said after Rushia had left to take care of something else.
“Is there a mix-up happening? No wrathful fighting for a space to breathe in the mud, no sullen stuck underwater, no furies tormenting us?”, Tolkien responded.
“For now, no. But the moment you hint at her not having big boobs, all hell breaks loose.”
“I see”, Tolkien mumbled as he started sorting through the books.

“Say, Mr. Tolkien, do you think that this would be a good break point for a chapter?”, I asked him after a while.
“Hm? We’re barely 6 pages in, and the following circles of hell probably are gonna follow the same format. Why would you start a new chapter in the middle of the story?”
“Well, I thought that maybe my readers may be tired by now. Attention span seriously has gone down on the internet, where a distraction is one click and 3cm of hand movement or so away.”
“Look, young lad. This story you’re writing here is quite bad, embarrassingly so. You’re introducing figure after figure, all of which get two lines, if any at all, and your descriptions are seriously lacking. This story may be a neat little novelty, but it isn’t fit for the world. If I were you, I’d just not publish this until you get a bit more meat onto this entire thing. Even when judging from the perspective of Dante’s Inferno, it’s Virgil’s purpose to be the explainer, the man who’s seen everything and who knows where and what everything is, who Dante is looking at in awe. Meanwhile, you have summoned me, but for what? To make me ask questions, very simple questions, so you with your year or so of experience can profile yourself as an expert of some sort. Seriously, the figures in your work, me and even you included, are just flat, and…”

The bellowing scream of an angry Rushia interrupted Tolkien’s rant. Books were flying left and right next to us as we entered the next circle.

Sixth Circle of Hell: Heresy

The 6th circle of hell was just a wooden plank saying “closed until we figure out who the god of VTubers is”.

It would’ve been a great place to rest and to put Tolkien’s rant from earlier, which Tolkien himself of course informed me of and continued, both in scolding me and in lamenting the state of the world. “German is such a beautiful language, yet you chose to write this text in English, but why? So that more people can consume it, in a misguided attempt at appeasing both capitalism and globalization. If you were to write these things in German and not publish them, I could see the point of them being for self-improvement, but as it stands, you’re looking for validation. Go make something you’re proud of instead!”

“Well, Mr. Tolkien”, I paused for a moment, “it certainly is true that I want people to read this, and that I may not be the most proud of this story in particular. However: I do think it’s worthwhile exploring wacky ideas just for fun, even if they’re mediocre in execution. It’s all practice, maybe I can even get some feedback out of it, until maybe one day, I can get something properly thought through out. This applies both for my videos, my 3D art and, well, these stories.”

“Fair enough. Let’s exit this train wreck of a circle of hell now.”

Seventh Circle of Hell: Violence

In this circle of hell, a type of violence expected us that even I did not expect. I was ready for a fight club-style thing, where Azura and Botan were fighting over… something. Maybe some battle royale game. Instead, a gloomy, dark red landscape greeted us.

This place was observantly deserted and tensely quiet. Wherever the VTubers and fans were, they were watching and stalking. Tolkien kneeled down and pulled something out of the ground.

“Say, these don’t happen to be sticks of dynamite, do they?”

And just like that, an AH↓HA↑HA↓HA↑HA↓ and a click later, madness began. TNT started exploding, igniting more TNT and exploding it, the air filling with acrid smoke. Animals ran around and shrieked in terror, those too close to the explosions turning into neatly cut slabs of meat of whatever animal they used to be. Tolkien and I ran towards what we thought was the portal to the next circle, but even it turned out to be built from explosives. We jumped through it just as it started to disintegrate.

Eighth Circle of Hell: Fraud

I wasn’t sure if everything worked correctly. For one, I barely could move, as if everything was weighing down heavily on me. For another, in front of me were Okayu and Miyu, two people who I had expected more in heaven than down here.

I looked over to Tolkien, who already had discovered the cause of the weight, the many, many stacks of cobblestone that somehow ended up in our pockets during the explosions. He paused as he pulled a piece of pristine pork out of his pocket.

“After all… Why not? Why shouldn’t I keep it?”, he asked.
“In case you get hungry?”, I said.
“Yeah, I probably can get a real treat out of this going when we pass by the kitchen in the fourth circle on our way back.”
“Good idea! Although…”, I started saying but got interrupted.

“Hey, Leo!” It was Miyu. “Long time no see, wanna play Apex with me?”
“I mean, a short round or two probably couldn’t hurt. We’re almost at the end anyway though”, I naively responded.

The “round or two” definitely were fun, despite me having had no prior experience to the game. Miyu was a good teacher, although she would never admit anything of this sort ever about herself. Only, the round turned into two, turned into seven before she finally started talking about “Last game”. And then, any round that followed she’d have an airtight excuse as to playing longer, like “I only said it was last round as Octane”, or “I said it was last round for today, but we’re past midnight already, so it’s a new day”.

Tolkien watched us, starting with a strong reaction on even thinking about playing something war-like, then growing excited as we started almost winning rounds, and, well, eventually falling asleep on the ground. Okayu, Miyu and I meanwhile continued playing until dawn, where the three of us fell asleep in front of our computers.

I woke up, hungry, to an agitated Tolkien arguing with an Okayu who was radiating smugness with an “it’s too late, do your worst” face.
“… yes, they were uncooked, but I would’ve had it later once we got out of here!”, Tolkien yelled.
“But what if they had gone bad before that?”, Okayu had absolutely no remorse in her face.
“They wouldn’t have! Outside of the nap earlier, we’ve been through this entire thing in, what, 6 hours? Meat doesn’t go bad within a day, especially not since it’s not particularly warm here anyway, is it?”
“But what if it had? It would’ve been such a waste!”
“Don’t worry”, I interjected, “I’ve got some beef on me still.”
“Yeah, about that…”, Okayu said, still smug.
“You wouldn’t.”
“I would and did, but you could’ve salted it some more.”

I rolled my eyes. “Last circle?”, I asked Tolkien.
“Last circle.”

Ninth Circle of Hell: Treachery

“Welcome, dear mortals!”, the little devil said. Well, squeaked, really.
“What’s up, Debi?”, I replied.
“I see you found all the way down here! Now cower in fear, as this will be your doom!”
“Mhm. I presume doom is right next door?”
“Correct! Dare enter, and you’ll be lost forever!”
“Didn’t the portal back to the 7th circle blow up anyway?”, Tolkien asked.
“I don’t know anything about portals, I just go wherever I please”, the devil that totally should be part of my plush collection responded.
“Can you get us out of here later?”, Tolkien asked.
Debi mumbled something under his breath. I took it as a definite maybe, and went towards the door.

Behind the door was an ordinary art student’s room. Slightly messy, large parts of the desk occupied by a drawing tablet and a computer, with sun shining through a window.

“Konlulu~”, she greeted us.
“That”, I whispered towards Tolkien, “is Suzuhara Lulu.”
“Huh, so she’s in charge of hell?”, he replied. “I was expecting some sort of eldri—”

Tolkien held his throat and flopped forwards. He was dead, just as he had been before I summoned him.

“Oh no, is it alright?”, Lulu asked, staring at me with a big smile.
“It cannot be helped, can it?”, I replied.
“Is there something I can do for you?”
“Yes. In Dante’s Inferno, Dante and Virgil exit hell by climbing out on Satan’s fur. Is there a similar mechanism for VTuber hell?”
“It’s a shame that Debi is so small and unclimbable, isn’t it?”

Lulu smiled.

The Midnight-Kalimba

The girl played Kalimba in her flat in the middle of the night. There wasn’t really a reason for her to do it right there and then, she just felt like playing. She didn’t think she was particularly good at it, but the instrument could create a calm and beautiful atmosphere in her hands. She liked sharing this feeling with others.

After a while, she stopped playing to listen for something. Was it the silence, undisturbed by cars for once? Was it the soft humm of her computer fans? Or was it the soft breath of her girlfriend, who finally had fallen asleep on her lap?

The girl took in the scene for a bit. The silence. The darkness outside. Her girlfriend. She smiled, and continued playing.


Ina was running. Running as if chased by someone, as if the destination didn’t matter, just getting away from where she was a step before. She ran, tirelessly, making no turn to the left or to the right, just straight ahead. Every time she caught herself slowing down, she’d try picking up the pace again. A speaker from somewhere was blaring out the news, what terrible things had happened this day, but she continued running, she knew all of this already. And even if she didn’t, there was no point in waiting. Cars were passing her to the left, and some times she would get the impulse to cry “take me with you! I don’t wanna run anymore!”, but she never did. It’d be embarrassing.

Because after all, she even was paying her gym membership fees to be able to use the treadmill.


Cliff had found a new way to store his Klein bottles, way more convenient than his basement. Because they technically had no volume, you could just take them, and give it to the friendly four-dimensional demon who ran a storage-as-a-service business. And as luck would have it, he’d get quota based on volume taken.


The girl giggled. She knew she was supposed to be a grown-up, almost done studying and about to start serious jobs at serious companies, but right now she had discovered an echo effect which enabled her to shout and feel like being in an awesome mountain rage while doing it. The echo bounced back and fourth, as if hitting the massive palace in which King Louis XV held his leisurely parties to the left, then a naked cliff not unlike the Carstensz Pyramid which the legendary expedition surrounding Inkiriwang scaled a few years prior to the right. It was a grandiouse echo, and she didn’t even had to leave her computer to get it.
As the echo subsided, she shouted again:



Crossroads on the Bridge

She was standing on the bridge connecting her island to the next. She stood there, like someone at a crossroads without a map in a foreign city, confused. Even though it just was a single path forwards she had to take. Even though the bridge was brightly lit, and dawn just around the corner. Even though she knew she couldn’t stay with her mom any longer.

One step after the next, she thought. Cars occasionally would come from ahead, coming way too close due to the lack of a proper foot path. Every time she had to stop and cling to the railing. She wasn’t even halfway across the bridge when she had to take a rest. She could just take an alternative to the dreadful path ahead. The way down always was there. She stared down for a long time, the sun probably rising up behind her, but she couldn’t bring herself to end it while looking.

With her eyes closed, she climbed over the railing, leaned forwards and finally let go. Falling the entirety of a meter or so onto a brightly lit containers of a ship, to the big surprise of herself and the captain who was anxiously watching his vessel pass tightly below the bridge.

The Jeweler’s Party Planner

“This isn’t happening to me”, thought the party planner as he tripped over the wire in the ball room for the third time, falling into the mirror again. The first two times, he just left some nasty finger print streaks and scratches across the mirror which King Louis XV once owned, but this third time was too much for the old thing. It burst into a hundred pieces.
The party planner was looking around in shock, if he admitted it was him, he’d be fired and, knowing his employer, a rich jeweler who might not get all of his money strictly legally, probably would get thugs sent after him to destroy his live. If he just carried on without fixing it, the jeweler would surely notice the mirror not working the moment he tried to check himself out before entering the ball room, at which point he’d be blamed for not providing an alternative, so this wouldn’t do either. He had to do something, and he had to do it quickly, and found just the right thing for the job

As the jeweler went to the ball room, he checked himself in the mirror as usual. But unlike usual, he didn’t have anything to criticize about his appearance this time. His face was bright, his smile perfect, even his posture seemed to be more elegant. Happy about himself, he went into the ball room, to the awe and surprise of anyone who looked him, for there was a big spaghetti over his face.

The party planner had exchanged the mirror with a photo of him.

The Katzenjammer

The cat was bored. Every day it’d lounge around, not a worry to be seen, every night it’d bounce around, only to get scolded by just its owner. What little had it achieved in life? Thrown down a single flower pot and a cup, before the owners stopped leaving easy prey laying around? Lay on a keyboard while they were trying to work? But don’t all cats do that? It had seen others outside, roaming around freely, stealing fish from the fishermen, pooping on it’s neighbors lawn, it even had seen a cat skate, which had gotten the attention of everyone.

The cat looked around. There was absolutely nothing interesting to destroy, and nothing to get famous with, especially not at 3am. Unless…

The cat jumped on the black box with the many little knobs and switches on it. One of it made a satisfying click, it was the one which the owner would press when he started doing loud things with it. The box started buzzing quietly. The stringy thing was ready.
The cat played a perfect Bmajor7sus4 and henceforth was known as
The Katzenjammer

The Fat Rat

The rat was fat
The fat rat sat
Wat? Said the rat
Should I be fit, not fat?

The jump was flawless
As it was lawless
The only solace
Speedy Gonzales

The rat met speedy
And was quite needy
“Will you train me, make me strong?”
“of course, you won’t be fat for long”

The fat rat that
Trained now is
A fit rit, whit’s ( // TODO: Find a better line)
No food for cat