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No gods, no kings, only NOPE - or divining the future with options flows. [Part 2: A Random Walk and Price Decoherence]
tl;dr - 1) Stock prices move continuously because different market participants end up having different ideas of the future value of a stock. 2) This difference in valuations is part of the reason we have volatility. 3) IV crush happens as a consequence of future possibilities being extinguished at a binary catalyst like earnings very rapidly, as opposed to the normal slow way. I promise I'm getting to the good parts, but I'm also writing these as a guidebook which I can use later so people never have to talk to me again. In this part I'm going to start veering a bit into the speculation territory (e.g. ideas I believe or have investigated, but aren't necessary well known) but I'm going to make sure those sections are properly marked as speculative (and you can feel free to ignore/dismiss them). Marked as [Lily's Speculation]. As some commenters have pointed out in prior posts, I do not have formal training in mathematical finance/finance (my background is computer science, discrete math, and biology), so often times I may use terms that I've invented which have analogous/existing terms (e.g. the law of surprise is actually the first law of asset pricing applied to derivatives under risk neutral measure, but I didn't know that until I read the papers later). If I mention something wrong, please do feel free to either PM me (not chat) or post a comment, and we can discuss/I can correct it! As always, buyer beware. This is the first section also where you do need to be familiar with the topics I've previously discussed, which I'll add links to shortly (my previous posts: 1) https://www.reddit.com/thecorporation/comments/jck2q6/no_gods_no_kings_only_nope_or_divining_the_future/ 2) https://www.reddit.com/thecorporation/comments/jbzzq4/why_options_trading_sucks_or_the_law_of_surprise/ --- A Random Walk Down Bankruptcy A lot of us have probably seen the term random walk, maybe in the context of A Random Walk Down Wall Street, which seems like a great book I'll add to my list of things to read once I figure out how to control my ADD. It seems obvious, then, what a random walk means - when something is moving, it basically means that the next move is random. So if my stock price is $1 and I can move in $0.01 increments, if the stock price is truly randomly walking, there should be roughly a 50% chance it moves up in the next second (to $1.01) or down (to $0.99). If you've traded for more than a hot minute, this concept should seem obvious, because especially on the intraday, it usually isn't clear why price moves the way it does (despite what chartists want to believe, and I'm sure a ton of people in the comments will tell me why fettucini lines and Batman doji tell them things). For a simple example, we can look at SPY's chart from Friday, Oct 16, 2020: https://preview.redd.it/jgg3kup9dpt51.png?width=1368&format=png&auto=webp&s=bf8e08402ccef20832c96203126b60c23277ccc2 I'm sure again 7 different people can tell me 7 different things about why the chart shape looks the way it does, or how if I delve deeply enough into it I can find out which man I'm going to marry in 2024, but to a rationalist it isn't exactly apparent at why SPY's price declined from 349 to ~348.5 at around 12:30 PM, or why it picked up until about 3 PM and then went into precipitous decline (although I do have theories why it declined EOD, but that's for another post). An extremely clever or bored reader from my previous posts could say, "Is this the price formation you mentioned in the law of surprise post?" and the answer is yes. If we relate it back to the individual buyer or seller, we can explain the concept of a stock price's random walk as such:
Most market participants have an idea of an asset's truevalue (an idealized concept of what an asset is actually worth), which they can derive using models or possibly enough brain damage. However, an asset's value at any given time is not worth one value (usually*), but a spectrum of possible values, usually representing what the asset should be worth in the future. A naive way we can represent this without delving into to much math (because let's face it, most of us fucking hate math) is: Current value of an asset = sum over all (future possible value multiplied by the likelihood of that value)
In actuality, most models aren't that simple, but it does generalize to a ton of more complicated models which you need more than 7th grade math to understand (Black-Scholes, DCF, blah blah blah). While in many cases the first term - future possible value - is well defined (Tesla is worth exactly $420.69 billion in 2021, and maybe we all can agree on that by looking at car sales and Musk tweets), where it gets more interesting is the second term - the likelihood of that value occurring. [In actuality, the price of a stock for instance is way more complicated, because a stock can be sold at any point in the future (versus in my example, just the value in 2021), and needs to account for all values of Tesla at any given point in the future.] How do we estimate the second term - the likelihood of that value occurring? For this class, it actually doesn't matter, because the key concept is this idea: even with all market participants having the same information, we do anticipate that every participant will have a slightly different view of future likelihoods. Why is that? There's many reasons. Some participants may undervalue risk (aka WSB FD/yolos) and therefore weight probabilities of gaining lots of money much more heavily than going bankrupt. Some participants may have alternative data which improves their understanding of what the future values should be, therefore letting them see opportunity. Some participants might overvalue liquidity, and just want to GTFO and thereby accept a haircut on their asset's value to quickly unload it (especially in markets with low liquidity). Some participants may just be yoloing and not even know what Fastly does before putting their account all in weekly puts (god bless you). In the end, it doesn't matter either the why, but the what: because of these diverging interpretations, over time, we can expect the price of an asset to drift from the current value even with no new information added. In most cases, the calculations that market participants use (which I will, as a Lily-ism, call the future expected payoff function, or FEPF) ends up being quite similar in aggregate, and this is why asset prices likely tend to move slightly up and down for no reason (or rather, this is one interpretation of why). At this point, I expect the 20% of you who know what I'm talking about or have a finance background to say, "Oh but blah blah efficient market hypothesis contradicts random walk blah blah blah" and you're correct, but it also legitimately doesn't matter here. In the long run, stock prices are clearly not a random walk, because a stock's value is obviously tied to the company's fundamentals (knock on wood I don't regret saying this in the 2020s). However, intraday, in the absence of new, public information, it becomes a close enough approximation. Also, some of you might wonder what happens when the future expected payoff function (FEPF) I mentioned before ends up wildly diverging for a stock between participants. This could happen because all of us try to short Nikola because it's quite obviously a joke (so our FEPF for Nikola could, let's say, be 0), while the 20 or so remaining bagholders at NikolaCorporation decide that their FEPF of Nikola is $10,000,000 a share). One of the interesting things which intuitively makes sense, is for nearly all stocks, the amount of divergence among market participants in their FEPF increases substantially as you get farther into the future. This intuitively makes sense, even if you've already quit trying to understand what I'm saying. It's quite easy to say, if at 12:51 PM SPY is worth 350.21 that likely at 12:52 PM SPY will be worth 350.10 or 350.30 in all likelihood. Obviously there are cases this doesn't hold, but more likely than not, prices tend to follow each other, and don't gap up/down hard intraday. However, what if I asked you - given SPY is worth 350.21 at 12:51 PM today, what will it be worth in 2022? Many people will then try to half ass some DD about interest rates and Trump fleeing to Ecuador to value SPY at 150, while others will assume bull markets will continue indefinitely and SPY will obviously be 7000 by then. The truth is -- no one actually knows, because if you did, you wouldn't be reading a reddit post on this at 2 AM in your jammies. In fact, if you could somehow figure out the FEPF of all market participants at any given time, assuming no new information occurs, you should be able to roughly predict the true value of an asset infinitely far into the future (hint: this doesn't exactly hold, but again don't @ me). Now if you do have a finance background, I expect gears will have clicked for some of you, and you may see strong analogies between the FEPF divergence I mentioned, and a concept we're all at least partially familiar with - volatility. Volatility and Price Decoherence ("IV Crush") Volatility, just like the Greeks, isn't exactly a real thing. Most of us have some familiarity with implied volatility on options, mostly when we get IV crushed the first time and realize we just lost $3000 on Tesla calls. If we assume that the current price should represent the weighted likelihoods of all future prices (the random walk), volatility implies the following two things:
Volatility reflects the uncertainty of the current price
Volatility reflects the uncertainty of the future price for every point in the future where the asset has value (up to expiry for options)
[Ignore this section if you aren't pedantic] There's obviously more complex mathematics, because I'm sure some of you will argue in the comments that IV doesn't go up monotonically as option expiry date goes longer and longer into the future, and you're correct (this is because asset pricing reflects drift rate and other factors, as well as certain assets like the VIX end up having cost of carry). Volatility in options is interesting as well, because in actuality, it isn't something that can be exactly computed -- it arises as a plug between the idealized value of an option (the modeled price) and the real, market value of an option (the spot price). Additionally, because the makeup of market participants in an asset's market changes over time, and new information also comes in (thereby increasing likelihood of some possibilities and reducing it for others), volatility does not remain constant over time, either. Conceptually, volatility also is pretty easy to understand. But what about our friend, IV crush? I'm sure some of you have bought options to play events, the most common one being earnings reports, which happen quarterly for every company due to regulations. For the more savvy, you might know of expected move, which is a calculation that uses the volatility (and therefore price) increase of at-the-money options about a month out to calculate how much the options market forecasts the underlying stock price to move as a response to ER. Binary Catalyst Events and Price Decoherence Remember what I said about price formation being a gradual, continuous process? In the face of special circumstances, in particularly binary catalyst events - events where the outcome is one of two choices, good (1) or bad (0) - the gradual part gets thrown out the window. Earnings in particular is a common and notable case of a binary event, because the price will go down (assuming the company did not meet the market's expectations) or up (assuming the company exceeded the market's expectations) (it will rarely stay flat, so I'm not going to address that case). Earnings especially is interesting, because unlike other catalytic events, they're pre-scheduled (so the whole market expects them at a certain date/time) and usually have publicly released pre-estimations (guidance, analyst predictions). This separates them from other binary catalysts (e.g. FSLY dipping 30% on guidance update) because the market has ample time to anticipate the event, and participants therefore have time to speculate and hedge on the event. In most binary catalyst events, we see rapid fluctuations in price, usually called a gap up or gap down, which is caused by participants rapidly intaking new information and changing their FEPF accordingly. This is for the most part an anticipated adjustment to the FEPF based on the expectation that earnings is a Very Big Deal (TM), and is the reason why volatility and therefore option premiums increase so dramatically before earnings. What makes earnings so interesting in particular is the dramatic effect it can have on all market participants FEPF, as opposed to let's say a Trump tweet, or more people dying of coronavirus. In lots of cases, especially the FEPF of the short term (3-6 months) rapidly changes in response to updated guidance about a company, causing large portions of the future possibility spectrum to rapidly and spectacularly go to zero. In an instant, your Tesla 10/30 800Cs go from "some value" to "not worth the electrons they're printed on". [Lily's Speculation] This phenomena, I like to call price decoherence, mostly as an analogy to quantum mechanical processes which produce similar results (the collapse of a wavefunction on observation). Price decoherence occurs at a widespread but minor scale continuously, which we normally call price formation (and explains portions of the random walk derivation explained above), but hits a special limit in the face of binary catalyst events, as in an instant rapid portions of the future expected payoff function are extinguished, versus a more gradual process which occurs over time (as an option nears expiration). Price decoherence, mathematically, ends up being a more generalizable case of the phenomenon we all love to hate - IV crush. Price decoherence during earnings collapses the future expected payoff function of a ticker, leading large portions of the option chain to be effectively worthless (IV crush). It has interesting implications, especially in the case of hedged option sellers, our dear Market Makers. This is because given the expectation that they maintain delta-gamma neutral, and now many of the options they have written are now worthless and have 0 delta, what do they now have to do? They have to unwind. [/Lily's Speculation] - Lily
Fallout 4 feels to me like a huge, shallow time sink with no payoff and not enough memorable things. [POTENTIAL FALLOUT 4 STRUGGLE SESSION]
I've spent about 60 hours on Fallout 4 in the last few weeks, and I've finally realised that Bethesda games are enormous time wasters. At least Fallout 4 and Skyrim are. The complaints below might be anodyne to a lot of the people here, or they might be very controversial, but these things are hitting me particularly hard while replaying Fallout 4. I've played it before, but having spent so much time with it recently, the realisation has dawned on me more harshly. Bethesda build these amazing worlds with so much detail and complexity to them, only to inundate you with hours of fetch quests, bore you with a main quest that has no substance, and have you follow a map marker to the detriment of the world they’ve built. They encourage you to look down at the bottom of the screen to the degree that you never have to actually look around at the world to try and find a solution to whatever problem the game throws at you. Even if you turn the objective marker off, the problem that the games have is that 1) some quests require you to know the exact location of an item for you to progress and 2) you're incentivised to look at the bottom of the screen to find new locations to explore instead of just stumbling across them naturally (or with the help of your Pip-Boy map). You're not encouraged to just look at the world. You're not encouraged to memorise the landscapes or routes from one location to another. The fast travel isn't the problem here, either. It has everything to do with the way the game pushes you to walk in one direction nonstop until you reach your objective, and the way new locations are shown to you before you even find them. It's hard to call this "distracting" when it's a fundamental way the game is constructed. You're meant to look at the bottom of the screen. They clearly want your eyes there at all times. Another problem I have is that almost no companion in either Fallout 4 has a legitimate reason to follow you or feels motivated - ideologically or opportunistically - to do so. I can’t recall a single one of them struggling to have a reason to follow you and just doing it because that’s what the game expects of them. While this problem extends to Skyrim, I want to keep the complaints to Fallout 4 since that's the topic of the sub. Preston has possibly the best reason to follow you: You saved his life and the lives of his friends, and he has nothing else to fight for after the Minutemen are disbanded and his friends find safe haven in Sanctuary. So he doesn't bug me that much. But Piper follows you for basically no reason, because you answer some questions. Does she require you to find her a scoop for her newspaper, or uncover dirt on the mayor? Nope. Nick Valentine kind of abandons his job to follow you after he does a job for you, which makes it seem like he doesn't actually have a full-time job with an employee working for him; he doesn't even require your assistance to work through a different job before he agrees almost unconditionally to follow you. Paladin Danse following a wastelander - even one that helped him in a rough spot - makes even less sense because that's the sort of shit that if his commanders found out about they'd probably reprimand him. They fucking hate Paladins associating with wastelanders. This is established canon. Deacon immediately likes you despite knowing very little about you and requires no convincing for him to follow you. John Hancock is pretty similar. There's just no depth to these companions and even though they all have distinct personalities, the lack of conflict and the lack of conversation options makes them feel very boring and bland. They're fun and entertaining but only on a surface level. What annoys me more about this is that they will idolise you if you do enough odd tasks to placate them. Pick a bunch of locks with Piper around? She'll sleep with you after you pass a speech check. Use chems around Hancock? He'll tell you what a hip, rad person you are with basically no effort on my part as a player. Just be an asshole to everybody with Cait around? She will fall in love with you. It's so stupid to me. Again, Preston is the one whose affection for the player makes the most sense and requires the most effort; you have to do a lot of pro-Minutemen quests or do a lot of good deeds and stand up to shitty people for him to like you. His loyalty feels earned, and he's pretty much the only one that applies to. But I honestly don't think the level of trust applies to the other characters. They trust you if you just do enough random things they like. They'll spill their guts to you or sleep with you despite having few conversations with them and not helping them with any personal problems. Give Piper a pep talk about her sister, and you're all set. It's frustratingly shallow. Literally nothing in this game comes anywhere close to earning Cass's or Boone's or Arcade's or Veronica's trust in Fallout: New Vegas. It's honestly kind of a joke by comparison. Those characters won't just follow you for any reason. You can't just twiddle your thumbs to make Boone follow you. You have to help him meaningfully, and even then he only leaves because he doesn't trust anybody and wants to be gone. Veronica follows you only after she senses you aren't hostile to the Brotherhood of Steel, and because she wants a traveling companion. There are explicit and clear reasons why people follow you in that game. And if you want to earn their trust and get them to live in the endgame with relative peace, you need to do an enormous amount to do so. And if you don't want to help them? If you dislike them and don't want anything to do with them? You can literally kill them yourself. The game gives you that option. With Fallout 4 the character relationships feel arbitrary and meaningless, like there's no weight to the beliefs or decisions of anybody. It doesn't help that every character is potentially bisexual and you can technically fuck every single one of them. Just throw on some Fashionable Glasses, drink some alcohol, and wear some fancy clothes, and passing their speech checks is easy. You can coerce people in this game to do things easily. Which I guess brings me to the fact that there is almost no capacity to roleplay in this ostensibly roleplaying game. You don't have to make sacrifices to accomplish goals, and you don't have to choose a specific path. You can pretty much do anything you want with few limitations, which sounds freeing and liberating, but it actually removes the whole idea of playing a role from a series that has emphasised that for years. An RPG where you can pretty much do anything without risking alienating most people in the world because you chose one side over another is not really an RPG. And when you get around to interacting with people, the dialogue choices are limited as hell, you can't kill essential characters like Preston (which makes saving or helping him a foregone conclusion), questlines play out in an incredibly boring and linear fashion, and outside of a few moments the game doesn't actually give you a lot of room to decide the outcome of major incidents. You don't even have to actually choose one group over another when it comes to combating the Institute. The endings are simplistic and practically binary. I know it's a bit of a meme to compare the choices you have in other Fallout games with this one, and the consequences of those choices, but you have no room to roleplay as a person you want to be in this game. High or low INT doesn't impact the dialogue or speech checks. High or low charisma impacts things minimally. You're pretty much going to have 1 of 2 conversations every time you talk with anybody about anything. Even when you come to the crossroad where you have to choose a side in the main conflict of the game, you can play your cards right and bring everybody together, which sounds good in theory, but it isn't earned in a way that makes the opposing sides set aside their conflict. Ideology dissolves under the weight of the player making decisions that has fuckall to do with these people and their opposition to one another, and it makes it seem like the Minutemen, Brotherhood, and Railroad opposing one another in any way is baseless and petty. There's just nothing to these conflicts. If the characters in your game set aside their differences because the player did 1 thing, then you haven't written compelling conflicts. You've written lousy artifices to trick people into being motivated into bringing them together (which is insultingly easy) or choosing one side over another (which you don't actually need to do). The settlement minigame is kind of cool, but ultimately pointless. The game doesn't change the least bit whether you decide to build settlements or not. There's no reward to it, and very rarely do you need to build settlements to unlock questlines or get a character to like you. It all feels so damn hollow and pointless. For a game that demands so much time from the player to do things, there's nowhere near enough payoff to justify it. I could just go play Rust or Minecraft or another type of game for a more thorough and less frustrating experience building settlements. So yeah, that's how I feel about Fallout 4, and even Skyrim for the most part. They're big beautiful time wasters with no real substance. I remember next to nothing about Skyrim after spending a hundred hours in it and while I remember more about Fallout 4, I don't remember being challenged in any meaningful way. I mostly remember shambling from place to place, helping settlement after settlement with raiders and super mutants, until I got bored and went off to Diamond City to fuck around with the main quest that I found underwhelming, and meeting people who don't force me to analyse their beliefs or my own. The conflicts are mostly petty, the quests I'm given feel like tedious chores, and it's all an excuse to get you to explore the world that they ultimately don't even want you to look at because they force your eyes down to the bottom of the screen. It's numbing, repetitious, and draining. I feel part of my soul dying the more I play either one of these games. Apologies for the melodrama of the writing by the end there, but I'm very frustrated with this game and don't think I'm gonna play it further. I really don't feel like there's a point to anything. I'm becoming a nihilist thanks to this game.
Once a year, this subreddit hosts a survey in order to get to know the community a little bit and in order to answer questions that are frequently asked here. Earlier this summer, several thousand of you participated in the 2020 Subreddit Demographic Survey. Only those participants who meet our wiki definition of being childfree's results were recorded and analysed. Of these people, multiple areas of your life were reviewed. They are separated as follows:
Career and Finances
Religion and Spirituality
Sexual and Romantic Life
Childhood and Family Life
State of the Subreddit
Our sample is redditors who saw that we had a survey currently active and were willing to complete the survey. A stickied post was used to advertise the survey to members.
The raw data may be found via this link. 7305 people participated in the survey from July 2020 to October 2020. People who did not meet our wiki definition of being childfree were excluded from the survey. The results of 5134 responders, or 70.29% of those surveyed, were collated and analysed below. Percentages are derived from the respondents per question.
18 or younger
19 to 24
25 to 29
30 to 34
35 to 39
40 to 44
45 to 49
50 to 54
55 to 59
60 to 64
65 to 69
70 to 74
82.25% of the sub is under the age of 35.
Gender and Gender Identity
Because the list contains over 120 countries, we'll show the top 20 countries:
Country of birth
90.08% of the participants were born in these countries. These participants would describe their current city, town or neighborhood as:
The top 10 industries our participants are working in are:
Education - Teaching
Admin & Clerical
Restaurant - Food Service
Note that "other", "I'm a student", "currently unemployed" and "I'm out of the work force for health or other reasons" have been disregarded for this part of the evaluation. Out of the 3729 participants active in the workforce, the majority (1824 or 48.91%) work between 40-50 hours per week with 997 or 26.74% working 30-40 hours weekly. 6.62% work 50 hours or more per week, and 17.73% less than 30 hours. 513 or 10.13% are engaged in managerial responsibilities (ranging from Jr. to Sr. Management). On a scale of 1 (lowest) to 10 (highest), the overwhelming majority (3340 or 70%) indicated that career plays a very important role in their lives, attributing a score of 7 and higher. 1065 participants decided not to disclose their income brackets. The remaining 4,849 are distributed as follows:
$0 to $14,999
$15,000 to $29,999
$30,000 to $59,999
$60,000 to $89,999
$90,000 to $119,999
$120,000 to $149,999
$150,000 to $179,999
$180,000 to $209,999
$210,000 to $239,999
$240,000 to $269,999
$270,000 to $299,999
$300,000 or more
87.85% earn under $90,000 USD a year. 65.82% of our childfree participants do not have a concrete retirement plan (savings, living will).
Religion and Spirituality
Faith Originally Raised In
There were more than 50 options of faith, so we aimed to show the top 10 most chosen beliefs.
None (≠ Atheism. Literally, no notion of spirituality or religion in the upbringing)
This top 10 amounts to 95.01% of the total participants.
There were more than 50 options of faith, so we aimed to show the top 10 most chosen beliefs:
None (≠ Atheism. Literally, no notion of spirituality or religion currently)
This top 10 amounts to 94.65% of the participants.
Level of Current Religious Practice
Wholly seculanon religious
Identify with religion, but don't practice strictly
Lapsed/not serious/in name only
Observant at home only
Observant at home. Church/Temple/Mosque/etc. attendance
Strictly observant, Church/Temple/Mosque/etc. attendance, religious practice/prayeworship impacting daily life
Single and dating around, but not looking for anything serious
Single and dating around, looking for something serious
Single and not looking
Is your partner childfree? If your partner wants children and/or has children of their own and/or are unsure about their position, please consider them "not childfree" for this question.
I don't have a partner
I have more than one partner and none are childfree
I have more than one partner and some are childfree
I have more than one partner and they are all childfree
Dating a Single Parent
Would the childfree participants be willing to date a single parent?
No, I'm not interested in single parents and their ties to parenting life
Yes, but only if it's a short term arrangement of some sort
Yes, whether for long term or short term, but with some conditions (must not have child custody, no kid talk, etc.), as long as I like them and long as we're compatible
Yes, whether for long term or short term, with no conditions, as long as I like them and as long as we are compatible
Childhood and Family Life
On a scale from 1 (very unhappy) to 10 (very happy), how would you rate your childhood? Figure 3 Of the 5125 childfree people who responded to the question, 67.06% have a pet or are heavily involved in the care of someone else's pet.
No, I am not sterilised and, for medical, practical or other reasons, I do not need to be
No. However, I've been approved for the procedure and I'm waiting for the date to arrive
No. I am not sterilised and don't want to be
No. I want to be sterilised but I have started looking for a doctorequested the procedure
No. I want to be sterilised but I haven't started looking for a doctorequested the procedure yet
Yes. I am sterilised
Age when starting doctor shopping or addressing issue with doctor. Percentages exclude those who do not want to be sterilised and who have not discussed sterilisation with their doctor.
18 or younger
19 to 24
25 to 29
30 to 34
35 to 39
40 to 44
45 to 49
50 to 54
55 or older
Age at the time of sterilisation. Percentages exclude those who have not and do not want to be sterilised.
18 or younger
19 to 24
25 to 29
30 to 34
35 to 39
40 to 44
45 to 49
50 to 54
55 or older
Elapsed time between requesting procedure and undergoing procedure. Percentages exclude those who have not and do not want to be sterilised.
Less than 3 months
Between 3 and 6 months
Between 6 and 9 months
Between 9 and 12 months
Between 12 and 18 months
Between 18 and 24 months
Between 24 and 30 months
Between 30 and 36 months
Between 3 and 5 years
Between 5 and 7 years
More than 7 years
How many doctors refused at first, before finding one who would accept?
None. The first doctor I asked said yes
One. The second doctor I asked said yes
Two. The third doctor I asked said yes
Three. The fourth doctor I asked said yes
Four. The fifth doctor I asked said yes
Five. The sixth doctor I asked said yes
Six. The seventh doctor I asked said yes
Seven. The eighth doctor I asked said yes
Eight. The ninth doctor I asked said yes
I asked more than 10 doctors before finding one who said yes
Primary Reason to Not Have Children
Aversion towards children ("I don't like children")
Current state of the world
Environmental (including overpopulation)
Eugenics ("I have 'bad genes'")
I already raised somebody else who isn't my child
Lack of interest towards parenthood ("I don't want to raise children")
Maybe interested for parenthood, but not suited for parenthood
Medical ("I have a condition that makes conceiving/bearing/birthing children difficult, dangerous or lethal")
Philosophical / Moral (e.g. antinatalism)
Tokophobia (aversion/fear of pregnancy and/or chidlbirth)
95.50% of childfree people are pro-choice, however only 55.93% of childfree people support financial abortion.
I'm a student and my future job/career will heavily makes me interact with children on a daily basis
I'm retired, but I used to have a job that heavily makes me interact with children on a daily basis
I'm unemployed, but I used to have a job that heavily makes me interact with children on a daily basis
No, I do not have a job that makes me heavily interact with children on a daily basis
Yes, I do have a job that heavily makes me interact with children on a daily basis
This section solely existed to sift the childfree from the fencesitters and the non childfree in order to get answers only from the childfree. Childfree, as it is defined in the subreddit, is "I do not have children nor want to have them in any capacity (biological, adopted, fostered, step- or other) at any point in the future." 70.29% of participants actually identify as childfree, slightly up from the 2019 survey, where 68.5% of participants identified as childfree. This is suprising in reflection of the overall reputation of the subreddit across reddit, where the subreddit is often described as an "echo chamber".
The demographics remain largely consistent with the 2019 survey. However, the 2019 survey collected demographic responses from all participants in the survey, removing those who did not identify as childfree when querying subreddit specific questions, while the 2020 survey only collected responses from people who identified as childfree. This must be considered when comparing results. 82.25% of the participants are under 35, compared with 85% of the subreddit in the 2019 survey. A slight downward trend is noted compared over the last two years suggesting the userbase may be getting older on average. 73.04% of the subreddit identify as female, compared with 71.54% in the 2019 survey. Again, when compared with the 2019 survey, this suggests a slight increase in the number of members who identify as female. This is in contrast to the overall membership of Reddit, estimated at 74% male according to Reddit's Wikipedia page [https://en.wikipedia.org/wiki/Reddit#Users_and_moderators]. The ratio of members who identify as heterosexual remained consistent, from 54.89% in the 2019 survey to 55.20% in the 2020 survey. Ethnicity wise, 77% of members identified as primarily Caucasian, consistent with the 2019 results. While the ethnicities noted to be missing in the 2019 survey have been included in the 2020 survey, some users noted the difficulty of responding when fitting multiple ethnicities, and this will be addressed in the 2021 survey.
As it did in the 2019 survey, this section highlights the stereotype of childfree people as being well educated. 2.64% of participants did not complete high school, which is a slight decrease from the 2019 survey, where 4% of participants did not graduate high school. However, 6.02% of participants are under 18, compared with 8.22% in the 2019 survey. 55% of participants have a bachelors degree or higher, while an additional 23% have completed "some college or university". At the 2020 survey, the highest percentage of responses under the: What is your degree/major? question fell under "I don't have a degree or a major" (20.12%). Arts and Humanities, and Computer Science have overtaken Health Sciences and Engineering as the two most popular majors. However, the list of majors was pared down to general fields of study rather than highly specific degree majors to account for the significant diversity in majors studied by the childfree community, which may account for the different results.
Career and Finances
The highest percentage of participants at 21.61% listed themselves as trained professionals. One of the stereotypes of the childfree is of wealth. However this is not demonstrated in the survey results. 70.95% of participants earn under $60,000 USD per annum, while 87.85% earn under $90,000 per annum. 21.37% are earning under $15,000 per annum. 1065 participants, or 21.10% chose not to disclose this information. It is possible that this may have skewed the results if a significant proportion of these people were our high income earners, but impossible to explore. A majority of our participants work between 30 and 50 hours per week (75.65%) which is slightly increased from the 2019 survey, where 71.2% of participants worked between 30 and 50 hours per week.
The location responses are largely similar to the 2019 survey with a majority of participants living in a suburban and urban area. 86.24% of participants in the 2020 survey live in urban and suburban regions, with 86.7% of participants living in urban and suburban regions in the 2019 survey. There is likely a multifactorial reason for this, encompassing the younger, educated skew of participants and the easier access to universities and employment, and the fact that a majority of the population worldwide localises to urban centres. There may be an element of increased progressive social viewpoints and identities in urban regions, however this would need to be explored further from a sociological perspective to draw any definitive conclusions. A majority of our participants (57.47%) were born in the USA. The United Kingdom (7.6%), Canada (7.17%), Australia (3.58%) and Germany (2.17%) encompass the next 4 most popular responses. This is largely consistent with the responses in the 2019 survey.
Religion and Spirituality
For the 2020 survey Christianity (the most popular result in 2019) was split into it's major denominations, Catholic, Protestant, Anglican, among others. This appears to be a linguistic/location difference that caused a lot of confusion among some participants. However, Catholicism at 30.76% remained the most popular choice for the religion participants were raised in. However, of our participant's current faith, Aetheism at 36.23% was the most popular choice. A majority of 78.02% listed their current religion as Aetheist, no religious or spiritual beliefs, or Agnostic. A majority of participants (61%) rated religion as "not at all influential" to the childfree choice. This is consistent with the 2019 survey where 62.8% rated religion as "not at all influential". Despite the high percentage of participants who identify as aetheist or agnostic, this does not appear to be related to or have an impact on the childfree choice.
Romantic and Sexual Life
60.19% of our participants are in a relationship at the time of the survey. This is consistent with the 2019 survey, where 60.7% of our participants were in a relationship. A notable proportion of our participants are listed as single and not looking (25.81%) which is consistent with the 2019 survey. Considering the frequent posts seeking dating advice as a childfree person, it is surprising that such a high proportion of the participants are not actively seeking out a relationship. Unsurprisingly 90.13% of our participants would not consider dating someone with children. 84% of participants with partners of some kind have at least one childfree partner. This is consistent with the often irreconcilable element of one party desiring children and the other wishing to abstain from having children.
Childhood and Family Life
Overall, the participants skew towards a happier childhood.
While just under half of our participants wish to be sterilised, 45.21%, only 12.2% have been successful in achieving sterilisation. This is likely due to overarching resistance from the medical profession however other factors such as the logistical elements of surgery and the cost may also contribute. There is a slight increase from the percentage of participants sterilised in the 2019 survey (11.7%). 29.33% of participants do not wish to be or need to be sterilised suggesting a partial element of satisfaction from temporary birth control methods or non-necessity of contraception due to their current lifestyle practices. Participants who indicated that they do not wish to be sterilised or haven't achieved sterilisation were excluded from the percentages where necessary in this section. Of the participants who did achieve sterilisation, a majority began the search between 19 and 29, with the highest proportion being in the 19-24 age group (35.85%) This is a marked increase from the 2019 survey where 27.3% of people who started the search were between 19-24. This may be due to increased education about permanent contraception or possibly due to an increase in instability around world events. The majority of participants who sought out and were successful at achieving sterilisation, were however in the 25-29 age group (37.9%). This is consistent with the 2019 survey results. The time taken between seeking out sterilisation and achieving it continues to increase, with only 50.46% of participants achieving sterilisation in under 3 months. This is a decline from the number of participants who achieved sterilisation in 3 months in the 2019 survey (58.5%). A potential cause of this decrease is to Covid-19 shutdowns in the medical industry leading to an increase in procedure wait times. The proportion of participants who have had one or more doctors refuse to perform the procedure has stayed consistent between the two surveys.
The main reasons for people choosing the childfree lifestyle are a lack of interest towards parenthood and an aversion towards children which is consistent with the 2019 survey. Of the people surveyed 67.06% are pet owners or involved in a pet's care, suggesting that this lack of interest towards parenthood does not necessarily mean a lack of interest in all forms of caretaking. The community skews towards a dislike of children overall which correlates well with the 87.81% of users choosing "no, I do not have, did not use to have and will not have a job that makes me heavily interact with children on a daily basis" in answer to, "do you have a job that heavily makes you interact with children on a daily basis?". This is an increase from the 2019 survey. A vast majority of the subreddit identifes as pro-choice (95.5%), a slight increase from the 2019 results. This is likely due to a high level of concern about bodily autonomy and forced birth/parenthood. However only 55.93% support financial abortion, aka for the non-pregnant person in a relationship to sever all financial and parental ties with a child. This is a marked decrease from the 2019 results, where 70% of participants supported financial abortion. Most of our users realised that did not want children young. 58.72% of participants knew they did not want children by the age of 18, with 95.37% of users realising this by age 30. This correlates well with the age distribution of participants. Despite this early realisation of our childfree stance, 80.59% of participants have been "bingoed" at some stage in their lives.
Participants who identify as childfree were asked about their interaction with and preferences with regards to the subreddit at large. Participants who do not meet our definition of being childfree were excluded from these questions. By and large our participants were lurkers (72.32%). Our participants were divided on their favourite flairs with 38.92% selecting "I have no favourite". The next most favourite flair was "Rant", at 16.35%. Our participants were similarly divided on their least favourite flair, with 63.40% selecting "I have no least favourite". In light of these results the flairs on offer will remain as they have been through 2019. With regards to "lecturing" posts, this is defined as a post which seeks to re-educate the childfree on the practices, attitudes and values of the community, particularly with regards to attitudes towards parenting and children, whether at home or in the community. A commonly used descriptor is "tone policing". A small minority of the survey participants (3.36%) selected "yes" to allowing all lectures, however 33.54% responded "yes" to allowing polite, respectful lectures only. In addition, 45.10% of participants indicated that they were not sure if lectures should be allowed. Due to the ambiguity of responses, lectures will continue to be not allowed and removed. Many of our participants (36.87%) support the use of terms such as breeder, mombie/moo, daddict/duh on the subreddit, with a further 32.63% supporting use of these terms in context of bad parents only. This is a slight drop from the 2019 survey. In response to this use of the above and similar terms to describe parents remains permitted on this subreddit. However, we encourage users to keep the use of these terms to bad parents only. 44.33% of users support the use of terms to describe children such as crotchfruit on the subreddit, a drop from 55.3% last year. A further 25.80% of users supporting the use of this and similar terms in context of bad children only, an increase from 17.42% last year. In response to this use of the above and similar terms to describe children remains permitted on this subreddit. 69.17% of participants answered yes to allowing parents to post, provided they stay respectful. In response to this, parent posts will continue to be allowed on the subreddit. As for regret posts, which were to be revisited in this year's survey, only 9.5% of participants regarded them as their least favourite post. As such they will continue to stay allowed. 64% of participants support under 18's who are childfree participating in the subreddit with a further 19.59% allowing under 18's to post dependent on context. Therefore we will continue to allow under 18's that stay within the overall Reddit age requirement. There was divide among participants as to whether "newbie" questions should be removed. An even spread was noted among participants who selected remove and those who selected to leave them as is. We have therefore decided to leave them as is. 73.80% of users selected "yes, in their own post, with their own "Leisure" flair" to the question, "Should posts about pets, travel, jetskis, etc be allowed on the sub?" Therefore we will continue to allow these posts provided they are appropriately flaired.
Thank you to our participants who contributed to the survey. This has been an unusual and difficult year for many people. Stay safe, and stay childfree.
No gods, no kings, only NOPE - or divining the future with options flows. [Part 3: Hedge Winding, Unwinding, and the NOPE]
Hello friends! We're on the last post of this series ("A Gentle Introduction to NOPE"), where we get to use all the Big Boy Concepts (TM) we've discussed in the prior posts and put them all together. Some words before we begin:
This post will be massively theoretical, in the sense that my own speculation and inferences will be largely peppered throughout the post. Are those speculations right? I think so, or I wouldn't be posting it, but they could also be incorrect.
I will briefly touch on using the NOPE this slide, but I will make a secondary post with much more interesting data and trends I've observed. This is primarily for explaining what NOPE is and why it potentially works, and what it potentially measures.
My advice before reading this is to glance at my prior posts, and either read those fully or at least make sure you understand the tl;drs: https://www.reddit.com/thecorporation/collection/27dc72ad-4e78-44cd-a788-811cd666e32a Depending on popular demand, I will also make a last-last post called FAQ, where I'll tabulate interesting questions you guys ask me in the comments! --- So a brief recap before we begin. Market Maker ("Mr. MM"): An individual or firm who makes money off the exchange fees and bid-ask spread for an asset, while usually trying to stay neutral about the direction the asset moves. Delta-gamma hedging: The process Mr. MM uses to stay neutral when selling you shitty OTM options, by buying/selling shares (usually) of the underlying as the price moves. Law of Surprise [Lily-ism]: Effectively, the expected profit of an options trade is zero for both the seller and the buyer. Random Walk: A special case of a deeper probability probability called a martingale, which basically models stocks or similar phenomena randomly moving every step they take (for stocks, roughly every millisecond). This is one of the most popular views of how stock prices move, especially on short timescales. Future Expected Payoff Function [Lily-ism]: This is some hidden function that every market participant has about an asset, which more or less models all the possible future probabilities/values of the assets to arrive at a "fair market price". This is a more generalized case of a pricing model like Black-Scholes, or DCF. Counter-party: The opposite side of your trade (if you sell an option, they buy it; if you buy an option, they sell it). Price decoherence ]Lily-ism]: A more generalized notion of IV Crush, price decoherence happens when instead of the FEPF changing gradually over time (price formation), the FEPF rapidly changes, due usually to new information being added to the system (e.g. Vermin Supreme winning the 2020 election). --- One of the most popular gambling events for option traders to play is earnings announcements, and I do owe the concept of NOPE to hypothesizing specifically about the behavior of stock prices at earnings. Much like a black hole in quantum mechanics, most conventional theories about how price should work rapidly break down briefly before, during, and after ER, and generally experienced traders tend to shy away from playing earnings, given their similar unpredictability. Before we start: what is NOPE? NOPE is a funny backronym from Net Options Pricing Effect, which in its most basic sense, measures the impact option delta has on the underlying price, as compared to share price. When I first started investigating NOPE, I called it OPE (options pricing effect), but NOPE sounds funnier. The formula for it is dead simple, but I also have no idea how to do LaTeX on reddit, so this is the best I have: https://preview.redd.it/ais37icfkwt51.png?width=826&format=png&auto=webp&s=3feb6960f15a336fa678e945d93b399a8e59bb49 Since I've already encountered this, put delta in this case is the absolute value (50 delta) to represent a put. If you represent put delta as a negative (the conventional way), do not subtract it; add it. To keep this simple for the non-mathematically minded: the NOPE today is equal to the weighted sum (weighted by volume) of the delta of every call minus the delta of every put for all options chains extending from today to infinity. Finally, we then divide that number by the # of shares traded today in the market session (ignoring pre-market and post-market, since options cannot trade during those times). Effectively, NOPE is a rough and dirty way to approximate the impact of delta-gamma hedging as a function of share volume, with us hand-waving the following factors:
To keep calculations simple, we assume that all counter-parties are hedged. This is obviously not true, especially for idiots who believe theta ganging is safe, but holds largely true especially for highly liquid tickers, or tickers will designated market makers (e.g. any ticker in the NASDAQ, for instance).
We assume that all hedging takes place via shares. For SPY and other products tracking the S&P, for instance, market makers can actually hedge via futures or other options. This has the benefit for large positions of not moving the underlying price, but still makes up a fairly small amount of hedges compared to shares.
Winding and Unwinding
I briefly touched on this in a past post, but two properties of NOPE seem to apply well to EER-like behavior (aka any binary catalyst event):
NOPE measures sentiment - In general, the options market is seen as better informed than share traders (e.g. insiders trade via options, because of leverage + easier to mask positions). Therefore, a heavy call/put skew is usually seen as a bullish sign, while the reverse is also true.
NOPE measures system stability
I'm not going to one-sentence explain #2, because why say in one sentence what I can write 1000 words on. In short, NOPE intends to measure sensitivity of the system (the ticker) to disruption. This makes sense, when you view it in the context of delta-gamma hedging. When we assume all counter-parties are hedged, this means an absolutely massive amount of shares get sold/purchased when the underlying price moves. This is because of the following: a) Assume I, Mr. MM sell 1000 call options for NKLA 25C 10/23 and 300 put options for NKLA 15p 10/23. I'm just going to make up deltas because it's too much effort to calculate them - 30 delta call, 20 delta put. This implies Mr. MM needs the following to delta hedge: (1000 call options * 30 shares to buy for each) [to balance out writing calls) - (300 put options * 20 shares to sell for each) = 24,000net shares Mr. MM needs to acquire to balance out his deltas/be fully neutral. b) This works well when NKLA is at $20. But what about when it hits $19 (because it only can go down, just like their trucks). Thanks to gamma, now we have to recompute the deltas, because they've changed for both the calls (they went down) and for the puts (they went up). Let's say to keep it simple that now my calls are 20 delta, and my puts are 30 delta. From the 24,000 net shares, Mr. MM has to now have: (1000 call options * 20 shares to have for each) - (300 put options * 30 shares to sell for each) = 11,000 shares. Therefore, with a $1 shift in price, now to hedge and be indifferent to direction, Mr. MM has to go from 24,000 shares to 11,000 shares, meaning he has to sell 13,000 shares ASAP, or take on increased risk. Now, you might be saying, "13,000 shares seems small. How would this disrupt the system?" (This process, by the way, is called hedge unwinding) It won't, in this example. But across thousands of MMs and millions of contracts, this can - especially in highly optioned tickers - make up a substantial fraction of the net flow of shares per day. And as we know from our desk example, the buying or selling of shares directly changes the price of the stock itself. This, by the way, is why the NOPE formula takes the shape it does. Some astute readers might notice it looks similar to GEX, which is not a coincidence. GEX however replaces daily volume with open interest, and measures gamma over delta, which I did not find good statistical evidence to support, especially for earnings. So, with our example above, why does NOPE measure system stability? We can assume for argument's sake that if someone buys a share of NKLA, they're fine with moderate price swings (+- $20 since it's NKLA, obviously), and in it for the long/medium haul. And in most cases this is fine - we can own stock and not worry about minor swings in price. But market makers can't* (they can, but it exposes them to risk), because of how delta works. In fact, for most institutional market makers, they have clearly defined delta limits by end of day, and even small price changes require them to rebalance their hedges. This over the whole market adds up to a lot shares moving, just to balance out your stupid Robinhood YOLOs. While there are some tricks (dark pools, block trades) to not impact the price of the underlying, the reality is that the more options contracts there are on a ticker, the more outsized influence it will have on the ticker's price. This can technically be exactly balanced, if option put delta is equal to option call delta, but never actually ends up being the case. And unlike shares traded, the shares representing the options are more unstable, meaning they will be sold/bought in response to small price shifts. And will end up magnifying those price shifts, accordingly.
NOPE and Earnings
So we have a new shiny indicator, NOPE. What does it actually mean and do? There's much literature going back to the 1980s that options markets do have some level of predictiveness towards earnings, which makes sense intuitively. Unlike shares markets, where you can continue to hold your share even if it dips 5%, in options you get access to expanded opportunity to make riches... and losses. An options trader betting on earnings is making a risky and therefore informed bet that he or she knows the outcome, versus a share trader who might be comfortable bagholding in the worst case scenario. As I've mentioned largely in comments on my prior posts, earnings is a special case because, unlike popular misconceptions, stocks do not go up and down solely due to analyst expectations being meet, beat, or missed. In fact, stock prices move according to the consensus market expectation, which is a function of all the participants' FEPF on that ticker. This is why the price moves so dramatically - even if a stock beats, it might not beat enough to justify the high price tag (FSLY); even if a stock misses, it might have spectacular guidance or maybe the market just was assuming it would go bankrupt instead. To look at the impact of NOPE and why it may play a role in post-earnings-announcement immediate price moves, let's review the following cases:
Stock Meets/Exceeds Market Expectations (aka price goes up) - In the general case, we would anticipate post-ER market participants value the stock at a higher price, pushing it up rapidly. If there's a high absolute value of NOPE on said ticker, this should end up magnifying the positive move since:
a) If NOPE is high negative - This means a ton of put buying, which means a lot of those puts are now worthless (due to price decoherence). This means that to stay delta neutral, market makers need to close out their sold/shorted shares, buying them, and pushing the stock price up. b) If NOPE is high positive - This means a ton of call buying, which means a lot of puts are now worthless (see a) but also a lot of calls are now worth more. This means that to stay delta neutral, market makers need to close out their sold/shorted shares AND also buy more shares to cover their calls, pushing the stock price up. 2) Stock Meets/Misses Market Expectations (aka price goes down)- Inversely to what I mentioned above, this should push to the stock price down, fairly immediately. If there's a high absolute value of NOPE on said ticker, this should end up magnifying the negative move since: a) If NOPE is high negative - This means a ton of put buying, which means a lot of those puts are now worth more, and a lot of calls are now worth less/worth less (due to price decoherence). This means that to stay delta neutral, market makers need to sell/short more shares, pushing the stock price down. b) If NOPE is high positive - This means a ton of call buying, which means a lot of calls are now worthless (see a) but also a lot of puts are now worth more. This means that to stay delta neutral, market makers need to sell even more shares to keep their calls and puts neutral, pushing the stock price down. --- Based on the above two cases, it should be a bit more clear why NOPE is a measure of sensitivity to system perturbation. While we previously discussed it in the context of magnifying directional move, the truth is it also provides a directional bias to our "random" walk. This is because given a price move in the direction predicted by NOPE, we expect it to be magnified, especially in situations of price decoherence. If a stock price goes up right after an ER report drops, even based on one participant deciding to value the stock higher, this provides a runaway reaction which boosts the stock price (due to hedging factors as well as other participants' behavior) and inures it to drops.
NOPE and NOPE_MAD
I'm going to gloss over this section because this is more statistical methods than anything interesting. In general, if you have enough data, I recommend using NOPE_MAD over NOPE. While NOPE in theory represents a "real" quantity (net option delta over net share delta), NOPE_MAD (the median absolute deviation of NOPE) does not. NOPE_MAD simply answecompare the following:
How exceptional is today's NOPE versus historic baseline (30 days prior)?
How do I compare two tickers' NOPEs effectively (since some tickers, like TSLA, have a baseline positive NOPE, because Elon memes)? In the initial stages, we used just a straight numerical threshold (let's say NOPE >= 20), but that quickly broke down. NOPE_MAD aims to detect anomalies, because anomalies in general give you tendies.
I might add the formula later in Mathenese, but simply put, to find NOPE_MAD you do the following:
Calculate today's NOPE score (this can be done end of day or intraday, with the true value being EOD of course)
Calculate the end of day NOPE scores on the ticker for the previous 30 trading days
Compute the median of the previous 30 trading days' NOPEs
Find today's deviation as compared to the MAD calculated by: [(today's NOPE) - (median NOPE of last 30 days)] / (median absolute deviation of last 30 days)
This is usually reported as sigma (σ), and has a few interesting properties:
The mean of NOPE_MAD for any ticker is almost exactly 0.
[Lily's Speculation's Speculation] NOPE_MAD acts like a spring, and has a tendency to reverse direction as a function of its magnitude. No proof on this yet, but exploring it!
Using the NOPE to predict ER
So the last section was a lot of words and theory, and a lot of what I'm mentioning here is empirically derived (aka I've tested it out, versus just blabbered). In general, the following holds true:
3 sigma NOPE_MAD tends to be "the threshold": For very low NOPE_MAD magnitudes (+- 1 sigma), it's effectively just noise, and directionality prediction is low, if not non-existent. It's not exactly like 3 sigma is a play and 2.9 sigma is not a play; NOPE_MAD accuracy increases as NOPE_MAD magnitude (either positive or negative) increases.
NOPE_MAD is only useful on highly optioned tickers: In general, I introduce another parameter for sifting through "candidate" ERs to play: option volume * 100/share volume. When this ends up over let's say 0.4, NOPE_MAD provides a fairly good window into predicting earnings behavior.
NOPE_MAD only predicts during the after-market/pre-market session: I also have no idea if this is true, but my hunch is that next day behavior is mostly random and driven by market movement versus earnings behavior. NOPE_MAD for now only predicts direction of price movements right between the release of the ER report (AH or PM) and the ending of that market session. This is why in general I recommend playing shares, not options for ER (since you can sell during the AH/PM).
NOPE_MAD only predicts direction of price movement: This isn't exactly true, but it's all I feel comfortable stating given the data I have. On observation of ~2700 data points of ER-ticker events since Mar 2019 (SPY 500), I only so far feel comfortable predicting whether stock price goes up (>0 percent difference) or down (<0 price difference). This is +1 for why I usually play with shares.
Some statistics: #0) As a baseline/null hypothesis, after ER on the SPY500 since Mar 2019, 50-51% price movements in the AH/PM are positive (>0) and ~46-47% are negative (<0). #1) For NOPE_MAD >= +3 sigma, roughly 68% of price movements are positive after earnings. #2) For NOPE_MAD <= -3 sigma, roughly 29% of price movements are positive after earnings. #3) When using a logistic model of only data including NOPE_MAD >= +3 sigma or NOPE_MAD <= -3 sigma, and option/share vol >= 0.4 (around 25% of all ERs observed), I was able to achieve 78% predictive accuracy on direction.
Like all models, NOPE is wrong, but perhaps useful. It's also fairly new (I started working on it around early August 2020), and in fact, my initial hypothesis was exactly incorrect (I thought the opposite would happen, actually). Similarly, as commenters have pointed out, the timeline of data I'm using is fairly compressed (since Mar 2019), and trends and models do change. In fact, I've noticed significantly lower accuracy since the coronavirus recession (when I measured it in early September), but I attribute this mostly to a smaller date range, more market volatility, and honestly, dumber option traders (~65% accuracy versus nearly 80%). My advice so far if you do play ER with the NOPE method is to use it as following:
Buy/short shares approximately right when the market closes before ER. Ideally even buying it right before the earnings report drops in the AH session is not a bad idea if you can.
Sell/buy to close said shares at the first sign of major weakness (e.g. if the NOPE predicted outcome is incorrect).
Sell/buy to close shares even if it is correct ideally before conference call, or by the end of the after-market/pre-market session.
Only play tickers with high NOPE as well as high option/share vol.
--- In my next post, which may be in a few days, I'll talk about potential use cases for SPY and intraday trends, but I wanted to make sure this wasn't like 7000 words by itself. Cheers. - Lily
Going to keep this simple. EDIT: this isn’t simple and I should write a short story on this. I am generally risk averse. I hate losing $100 at the casino, I hate paying extra for guac at chipotles, I will return something or price match an item for a few dollars of savings. I am generally frugal. But, I somehow had no issues losing 10k in options... How I started I remember my first trades like they were yesterday. I was trading the first hydrogen run-up in 2014 (FCEL, BLDP, PLUG) and made a few hundred dollars over a couple weeks. I quickly progressed to penny stocks / biotech binary events and general stock market gambling mid-2014. I was making a few % here and there but the trend was down in total account value. I was the king of buying the peak in run-ups. I managed to make it out of 2014 close to break-even to slightly down. WSB Era March 2015 was my first option trade. It was an AXP - American Express - monthly option trade. I saw one of the regular option traders/services post a block of 10,000 calls that had been bought for 1.3 and I followed the trade with 10 call options for a total of $1300. I woke up the next day to an analyst upgrade on AXP and was up 50% on my position. I was addicted! I day-dreamed for days about my AXP over night success. I think around that time there was some sort of Buffet buyout of Heinz and an option trade that was up a ridiculous amount of %%%. I wanted to hit it BIG. I came up with the idea that all I needed to reach my goal was a few 100% over night gains/ 1k>2k>4k>8k> etc. I convinced myself that I would have no problems being patient for the exact criteria that I had set and worked on some other trades. Remember, the first win is always free. I was trading options pretty regularly from March 2015 until August 2016. During my best week I was up 20k and could feel the milli within reach. I can remember the exact option trade (HTZ) and I was trading weeklies on it. For those who have been in the market long enough, you will remember the huge drawdown of August 2015. I lost half my account value on QCOM calls (100 of them) that I followed at the beginning of July and never materialized. I watched them eventually go to 0. It was another 10,000 block that was probably a hedge or sold. In August 2015 there were some issues with China and all of us woke up to stocks gapping down huge. Unfortunately my idea of buying far dated calls during the following days/weeks after the crash went sideways. I quickly learned that an increase in volatility causes a rise in option prices and I was paying a premium for calls that were going to lose value very quickly (the infamous IV crush). I kept trading options into the end of 2015 and managed to maintain my account value positive but the trading fees for the year amounted to $30,000+. My broker was loving it. I tried all the services, all the strategies. I created rules for my option plays: 1. No earnings 2. Only follow the big buys at a discount (10,000 blocks or more). 3. No weekly options 4. Take profit right away 5. Take losses quickly 6. etc. I had a whole note book of option plays that I was writing down and following. I was paying for option services that all of you know about - remember, they make money on the services and not trading. I even figured out a loop-hole with my broker: if I didn’t have enough money in my account, I could change my ask price to .01 and then change it to market buy and I would only need to accept a warning ⚠️ for the order to go through. I was able to day trade the option and make money, who cares if I didnt have enough? After a few months of this, I got a call from my broker that told me to stop and that I would be suspended if I continued with this. By the way, I was always able to satisfy the debit on the account - so it wasn’t an issue of lack of funds. Lost it all. Started taking money from lines of credits, every penny that I earned and losing it quicker and quicker. I was a full on gambler but I was convinced that 8 trades would offset all the losses. I kept getting drawn in to the idea that I could hit a homerun and make it out a hero. I eventually hit rock bottom on some weekly expiring FSLR options that I bought hours before expiration and said to myself - what the f are you doing? I resolved to invest for the long term and stop throwing tendies away. The feeling was reinforced during the birth of my first born and I thought - what a loser this kid will think of me if he knew how much I was gambling and wasting my life. It was a really powerful moment looking at my kid and reflecting on this idea. I decided at that point I was going to save every penny I had and invest it on new issues with potential. Fall 2016 TTD, COUP and NTNX IPO ‘ed I decided I was going to throw every dollar at these and did so for the next few months. I eventually started using margin (up to 215%) and buying these for the next 6 months. They paid out and managed to make it over 100k within the year. The first 100k was hard but once I crossed it, I never fell below this magic number. 2017 - I did some day trading but it was mostly obsessing over the above issues. I did gamble on a few options here and there but never more than 1k. 2018 - SFIX was my big winner, I bought a gap up in June 2018 and my combined account value had crossed 400k by August 2018. I was really struggling at crossing the 500k account value and experienced 3 x 30-40% drawdowns over the next 2 years before I finally crossed the 500k barrier and have never looked back. I still made some mistakes over the next few months - AKAO & GSUM come to mind. Both of these resulted in 20k+ losses. Fortunately my winners were much bigger than my losers. I thought about giving up and moving to index funds - but i was doing well - just experiencing large drawdowns because of leverage. 2019 big winners were CRON SWAV STNE. 2017 / 2018 / 2019 all had six digit capital gains on my tax returns. At the beginning of 2020 I was still day trading on margin (180-220%) and got a call from my broker that they were tightening up my margin as my account was analyzed by the risk department and deemed too risky. Believe it or not this was right before the covid crash. I brought my margin down to 100-110% of account value and even though the drawdown from covid hit hard, I wasn’t wiped out. I stayed the course and bought FSLY / RH during the big march drawdown and this resulted in some nice gains over the next few months. I am constantly changing and testing my investment strategy but let me tell you that obsessing over 1 or 2 ideas and throwing every penny at it and holding for a few years is the best strategy. It may not work at some point but right now it does. I still day trade but I trade with 10k or less on each individual position. It allows me minimize my losses and my winners are 1-7%. I am able to consistently make between 3-700$/ a day on day trades using the above strategy. I still take losses and still dream about hitting it big with an option trade but dont feel the need to put it all on the line every month / week. I finally crossed into the two , club. I know people are going to ask for proof or ban but I am not earning anything for posting and the details about some of the trades should be proof enough that I kept a detailed journal of it all. I have way more to write but these are the highlights. Eventually I will share how I build a position in a story I love. I still sell buy and sell to early but I am working on improving. TL:DR - I gambled, lost it all and gambled some more lost more. I made it out alive. I have only sold calls/puts lately. The one common denominator in all successful people is how much they obsess over 1 or 2 ideas. Do the same. All the winners on this sub have gone all in on one idea (FSLY / TSLA ). Stick with new stories or ones that are changing and go all in...wait a second, I didnt learn anything.
The narrative of Euro Truck Simulator 2 or why Spec Ops: The Line isn’t the only best single-player campaign of 2012
Too long, won’t read: I see stories and moral choices in a game that has neither. Obligatory sorry for my English. For this whole post to make sense (to me at least), I want to preface that I am the kind of casual/hardcore gamer that plays casually only a few games that do not fit any “perceived” genre. Put it simply, the list of games I have played for more than 200 hours each includes League of Legends (mostly with bots nowadays but still), Monster Hunter World, World of Warships, Skyrim, Witcher 3, Spec Ops: The Lines (yes the 2012 depressing single-player game for over 200 hours), Call of Duty 1 and 2 (only the single-player campaign, yes again for more than 200 hours), Civilization 5 and 6, Shogun 2 Total War, Islanders, Cities Skylines, Banished, Valkyria Chronicles 1 and 4, and Guild Wars 2 (MMORPG, I was a raider). From this list, I tend to think of myself as a “young” gamer that wants a lot of stimulation and excitement from gameplays and can perform quick reaction or demanding mechanics. It also shows my interest in storytelling (within games and in general), watching Yatzhee’s Zero Punctuation and Raycevick in addition to, for example, Lessons from the Screenplay (screenplay, duh), Lindsay Ellis (academic theory on films and musicals), and Sideways (academic theory on music). So if you know Euro Truck Simulator 2 (ETS2), you’ll be wondering what the hell am I writing here. For those that don’t know, ETS2 is a purely mechanical game with no narratives or moral choice. The primary gameplay loop is you are a trucker, you pick a job and drive the cargo across Europe. The secondary gameplay loops contain configuring the truck so it can run faster and smoother. And with each job, you earn money to buy garages, hire drivers and expand your fleet of trucks. But the intended value of the game is in the driving and modding the truck. In the word of Yatzhee of ZP, this is a “dad’s game”, games that aim for realism to the point of grindy and boring that reminds “dad” of his boring accountant job before he retired. Yeah, it goes well in my game list. I came to ETS2 completely coincidental. Last week, I was looking for a new game when I see Bus Simulator is free on iOS (yes, I play gacha on mobile too, thankfully never cross the 50 hours mark). After ramming my bus into the first car I see, I remembered “hey there’s this game called ETS2” and Steam was having a discount. So I played the demo, bought the base game, and nearly 24 in-game hours and 3 interesting insights later, here we are. 1/Mechanic I don’t even know how to drive in real life. But I can braindead driving 900km from Poland to France in half an hour and it’s relaxing. 2/Stories This is the main reason why the game captivates me. The first “revelation” when I boarded a ferry to go from France to the UK. I instantly ran into a car as soon as I drove out of port, not realizing that the UK is this backward country that drives on the left side instead of on the right side like every other civilization. Then it made me question how truckers deal with this issue when they have to make frequent delivery across the English Channel. And then the floodgate opened. Perhaps this is more me being nostalgic than the game “having a story”, but the game did well putting me in the shoes of the trucker and reminded me of all of the stories I heard about the trucker life. In my home country, truckers drove from north to south in mere days, driving at night with a co-driver to make sure they deliver on time or stopping quickly at a rest stop for a bite or a nap. The game doesn’t have a co-driver, doesn’t have a “hunger” mechanic, only tells you to stop at a gas station and hit buttons to imagine “sleeping”. But in the routine stops for gas and sleep, I subconsciously roleplayed those stories I heard, imagined the real lives of people having to run at night to avoid traffic or speeding on the highway to make deadline. I remembered the truckers sharing knowledge of which roads to take to avoid toll or take detours, which roads have cameras or polices, or even which rest stop has nice food. I even remembered horror stories of truckers having a family in one city and flirting and impregnating waitresses or innocent local girls. The game doesn’t have any of these. It just has driving. I guess I appreciate how the game doesn’t try to force a story. It just mimics lives to an extent and let me fill in the blank. In a weird way, it plays like a Grand Theft Auto sandbox where following the traffic rules and imagining the complex life of the person whose car I just take is as fun as actually running over that person. 3/Moral choice I hope I am a good in-game person. I pondered my choices while playing the Witcher to make the NPCs happy. I imagined the nonexistent lives of citizens in all the city-builder or empire-building games I play to motivate me to become a benign ruler. I try to do the same in ETS2, following the traffic rules, trying to deliver the cargo in time so a kid will have a computer for a birthday, or a farmer gets the much-needed tractor for work. And then I discover “Option”, which can remove the speed limit and traffic offense. The moment I ram my truck headfirst into a sedan in a roundabout in downtown Amsterdam at 20:32 then laughed maniacally as I drove away onto the highway was when I kissed my Reddit lurker life goodbye. It was a trivial yet paradoxically fantastic moment for me when I realized how I was “making a choice” in a game that doesn’t have this bucket of choice. The car I just rammed into does not have a person inside, does not have a life, isn’t running home for dinner after a long day of work. It was just a game mechanic designed to take 400 Euros away from me. Yet, I kept thinking about that moment for the rest of the drive to Paris. While ramming into the firefighters trying to clean up a traffic accident on the highway. I remembered the discourse on binary choice mechanic back in the day when games force players to choose between “good” and “bad” as if life is as straight forward as that. Or games like Frostpunk or This War is Mine that forces a consequence on your decision, hinting that what you did was morally wrong, even if you agree with it or not. Euro Truck Simulator 2 does not have this mechanic. It isn’t even designed to take part in this discussion. All it has is driving. So either I am deranged enough to be a novelist or Euro Truck Simulator 2 tells a greater horror than a First Person Shooter military shooter does. Thank you for coming to my Ted Talk.
Hi everyone, I've been passionate about sandbox games and how they are designed into a functioning coherent environment. I developed most of this passion in Eve and served as a CSM last year. I'm hopeful that DU will be the future of sandbox sci-fi games. I wanted to note down how I think NQ can better some of the game's most important aspects. Some of their staff probably read here too. The forums have this "one idea per thread" rule, so I decided to put them here. Here are some problems, and how I would solve them. PvP 1) Cube Meta: Need viability for non-cubes.
By small changes in the math, it should be possible to make drag matter more in atmo, not for small cross sectioned ships, but for the ones with bigger CS.
A developmentally costlier option would be letting players edit the "area" that a core unit provides. PvP rewards smaller core units so it becomes important to cram all the elements into small areas. That promotes the cubes. If we could edit the area into a 3d rectangle (total area remains the same, just changes shape), that'd let us to make ships that aren't cubes and cram the same amount of stuff.
The best option would be making cross section matter in PvP. Ideally (not sure if servers can handle this), weapons should miss more if target ships have a narrow cross section from the attacker's POV. If servers can't calculate relative POV's, then an easier way to implement cross section into PvP is using the smallest CS of a ship as a coefficient in the miss chance.
2) Small vs Big Ships: Need drastic balance.
The lock range differentiation wrt target core unit size needs to go. It's keeping everyone from even thinking about M or L core PvP ships. Eve has this mechanic entirely right. Larger ships should be able to lock and fire at longer ranges. They should just miss more.
Small ships should have tracking and lock time advantages. Tracking should matter to the extent that if I am going 90 degrees wrt a big ship in a smaller core, even at ranges like 100km, that should make me easier to miss. After all those are the ranges most of the combat happens.
Some sort of limitation to cramming L guns to small constructs is needed. If "power" isn't going toward that direction, NQ should just make M/L gun models way larger (and make them slower-turning too that'd align with the above recommendation).
More tanking advantage to larger ships is needed. Perhaps weapons tear through too many voxels at the same time. Or voxels should be overall less heavy so we can use more of them.
Instead, the larger cores actually have speed advantage where they shouldn't. This is because you can cram way more Delta V in an M/L core compared to how much you can cram in an S/XS core. Sure the reactivation time is a good balancing factor but it's not enough if the large ships can accelerate and decelerate at way higher Gs. Again, one easy option would be drastically increasing the size of L/XL engine models to match the proportions of area differences among cores.
3) Non-Consensual PvP: The current non-consensual PvP is very binary and unsustainable. If you can find some people careless enough to go in a direct path between two planets with no radars, you kill them. People will wake up (or they already did) to this very fast, plus warp drives will become abundant, and pretty soon no such PvP will be possible. Meanwhile, if you are a new player with no knowledge and you get caught to pirates like this, you basically have zero options to protect yourself.
For Offense: Steal warp bubbles (disrupts your warp path), webs (slows down your target ship), combat probes (detects position of a target ship) from Eve. They'll be great additions.
Create rewards in space for which people will be willing to take risks. Asteroids/asteroid mining is supposed to function like this. But depending on implementation they can either become monopolized or just too abundant/wide to go and find any targets in.
Hope eventually stealth gets added. It's easy to imagine it as radar immunity (until close proximity). But it should have drastic downsides.
For Defense: Combat probes can actually be used defensively too.
Some sort of "evasive maneuver". Perhaps a module that provides a quick random change in the ship's direction but not the speed that the offender needs to adapt.
Some sort of temporary damage mitigation solution.
Economy 1) There is no need to trade.
People don't use the markets too much. Every org has a mining/industry wing and everything is made in-house. I think this problem arises from the fact that the only scalable and reliable way to make money is mining/industry (maybe add logistics but that's dependent on the first two). Sure you got some people with eccentric ventures and ship developers but you can't scale that across hundreds of people. Since you have to have a factory to earn money, why wouldn't you scale it so you make everything and are self-sufficient? Now, if there was a plethora of other moneymaking activities in the game, then we'd see a way more an Eve-like market and specialization of activities. Imho this is hard to achieve without NPCs. It's really hard to imagine a functioning sandbox without the bottom layer of the ecosystem. NPCs to a sandbox MMO are what grass/vegetation is to an ecosystem. Without them there are no missions, nothing to kill and earn money from in a multitude of ways. No reward that people in adequate ships can go and chase, and become prey to other people like pirates. I kinda just wish NQ had 3 more years/funding to develop the game. The Minecraft/Factoria will be attractive for only so long if there is no meaningful economy, trade, differentiation, and things to do with things you make. Talents seem to be made in a way to foster differentiation, so maybe that's where we'll see some improvement. But game design needs to change.
2) Resource Hexes are too disposable.
The game has a great digging system. We create these elaborate mines. We could voxelize them and make wonders with them. Instead, we abandon them in 2 hours. With the territory warfare, under current ore system, the only place that'll be worth attacking is the HQ of a corp with the stashes and factories. And I'm pretty sure most people will move those to the Sanctuary once the territory warfare hits. Resource hexes would have been great places to fight over. But even meganodes last just a day as of this point.
In an ideal design, ore should have been way less scattered across different hexes. And once it's found in a hex, it should have lasted a long time, so there are these valuable resource mines to fight over. The pace of mining is actually perhaps fine. But there are lots of other ways to achieve "long lasting resource mines". Like going deeper could "destabilize" a hex so people would have to put down units that take a week to anchor. And bettemore abundant ore could have been found in deeper attitudes. This is just one way on top off my head.
3) No mining robots please.
Ditch this idea that was mentioned months ago if it's still in the cooking. You don't want to delegitimize the human time spent on the only meaningful resource gathering activity in the game.
Overall I have great hopes but also concerns about the game. One major concern/test was whether the server tech will hold. It has improved a lot and that's great news for NQ. The next concern is whether NQ is spread too thin. The game's development was probably too early to commit to a non-wipe environment, and NQ might be underestimating how much it lacks vs an actually functioning ecosystem. Not to mention customer support is pretty nonexistent (god forbid you have a problem that's beyond the Discord staff's abilities). People will get bored of cool looking handcrafted ships pretty fast unless they have meaningful stuff to do in them very soon. Let's see how things develop. o7
essay tipsssss from a perfect 24 scorer. Also if you have questions I will answer them. GOOD LUCK OCTOBER!!!!!
Hey lovelies, so I made a perfect score on the SAT essay, but I am an embarrassment at everything else, so this is just to say that an essay score doesn’t define you and is overall not as important as it could be. Also this is my own experience, I AM IN NO WAY A WRITING TEACHER, SO PLEASE DON’T COME AT ME IN THE COMMENTS. My best advice: Write conspiracy theories for every essay If I had to describe the tone of my writing it would be an academic high on crack. so buckle up y’all. Also my internationals, I feel ya bc I am not native either- woohoo join the train Now let’s get down to the actual essay. My best advice is memorize an essay format because if you are like me and you cry in every section ( I am not even joking) the essay can be a trainwreck of panic, and no one needs that toxic energy in their last section. So here’s my format: This is my introduction: While the narrative of the 21st century human experience has resulted in [problem], the underlying causes are most often unexamined. In the article, “”, the author carefully deals with the underlying reasons for [problem] and overtly advocates for , and hopes in the end to [ purpose]. While doing so he employs several literary elements, including…. Note about purpose: this is given in the prompt, so all you have to do is reformat it. Now for the devices and body paragraphs GO IN CHRONOLOGICAL ORDER!!!!!! Pick out three devices:
make sure again that it is in order
explain the effect on the audience
connect it to the purpose>>>> super important
Now here is the format for these devices:
evokes emotions or images
characterizes the subject in a particular way
associate positive or negative connotations with something
indicate a problem
point us towards a bigger issue
make something harder to argue because numbers are perceived as facts, not opinions
to effectively ground the authors argument
to surprise readers
to put a quantity in relation to another and effectively contrast
Appeal to Authority
raise credibility by showing that the author is not the only one who believes in this idea
increase trust by showing that the argument is indeed well researched
gain the same acceptance or authority that the authority figure derives from the reader
establish a precedent that pushes people to act in the way that author wants them to behave
Acknowledges the other side/making concessions
address counterarguments, doubts, or fears that the reader may have
establish common ground
pave the way for new arguments to be made
allow the reader to understand more complex concepts by connecting them to ones that are much simpler
associate new ideas with prior one
which leads the reader into eventual agreement as if he agreed with a prior idea, it is likely he will agree with the new one
significant distinction is highlighted
one option seems better than another
create a binary mentality
enables this argument to proceed from a clean slate
dismisses any preconceived ideas or biases that may run counter to his or her argument
form an emotional bond with the reader through establishing a common ground with the reader
gets the reader to imagine a certain scenario
prods the reader into answering a certain way
lays out common ground or assumptions that the author can build upon
describe certain outcomes that may benefit his argument
Appeal to identity
one that takes advantage of the common values and beliefs of a group
human behaviors that seek belonging
gravitate towards an idea that creates a sense of belonging
using we portrays the reader as being on the same side as the reader
stand in unison
and appeals to sense of belonging
Note about this format: Devices- I WILL TALK ABT IT MORE LATER BUT IT IS GOOD IF THEY MESH IN TOGETHER YOUR ESSAY WILL SEEM ALMOST MORE PUT TOGETHER ALSO YOU DON’T ALWAYS WANT TO STICK THE FORMAT FOR THE DEVICES- USE THEM TO GROW AN ARGUMENT AND REALLY BUILD A FOUNDATION THE FORMAT IS NOT A BE- ALL OR END ALL-YOU CAN CHANGE IT UP Also strong topic sentences: Author engages the reader’s interest very early in the article. His use of [element] builds a steady foundation from which he launches his discourse Without the author’s use of persuasive elements , the article would lose…. How to build strong commentary + get yourself the last points -This is how I build my sentences- they need to be strong and make sense obviously explain The implication is that… The suggestion is that… … serves to… The inclusion of… helps… … elicits … … grounds her argument in reality so that even skeptical readers won't be able to dismiss it … marks the extent of the problem. By appealing to our sense of…, the author… The author exploits the fact that… to… Given that…, … … proves to the reader that… By showing that there is…, the author… … contributes greatly to the argument's persuasive power by…
Always write more than 4 pages (preferably 5)
for some reason College Board values length
Analysis point: So basically the analysis points are legit Satan’s lap dog because they are hard to get Here are some tips to guarantee you some amazing success
1st tip:Use SPACE
last two are especially important to include in your analysis
If anyone wants some more explanation of space- I can make another post.
Example of the thing mentioned above: This is especially resonant as the author writes this in a climate filled with threats of global warming; the author targets the general American public when he writes this as the administration in power is responsible for opting out of Paris Climate Treaty, and the devastating consequences of such an act along with the rise of natural disasters can only make his argument more persuasive 2nd tip: point out flaws in the author’s argument- this is a hidden trick that always works I am not talking trash and set on fire the author and the College Board, but you should mention some things regarding a weaker arg and how it could have been stronger so that means LIGHT ACADEMIC TRASHING Here is an example : Ok on one of the essays that I took. The guy used a statistic to prove that trees did help reduce temperature. However he used a study from his organization that projected increasing temperature Here is what I said about it: The author through his use of statistics aims to establish a logical choice in the reader's mind. By using numbers from the World Health Organization, he tries to usurp the authority that this organization derives and prove that his choice is not only supported by facts but by experts as well. The use of numbers is particularly significant as well since numbers are often regarded as facts, and thus for someone to argue back, a reader would have to either indict or bring up new evidence. While this use of statistics is effective in this context, the author's use of statistics fails due to a misplaced correlation. In this case, a man's passion reveals his weakness, as he uses a study from his own organization to prove his point, which leads us to a possible reevaluation of the purpose not as something to promote the general well being of urban areas, but as a case of self interest and promotion for his organization. Moreover, the basis of his argument rests upon the fact that temperatures decrease based upon the increase of trees. However throughout the argument, the author fails to establish the correlation of this foundation, and by such weakens his argument. He does, in fact, bring up his study, but his study is only in regards to an estimation of the benefice of planting trees and is based on a misplaced correlation where he assumes correlation. 3rd tip: use transitions and nice words
I can attach a list of good rhetorical words, someone just mention it in the comments.
but I can't help you on the rest because my vocab was built from intense reading
suggestion of New York Times- loads of essays are pulled from that place.
4th tip: Do you have a weaker paragraph?
don’t worry we all do
put that shit in the middle- 2nd paragraph
5th tip: Always read after each paragraph- like reread- prevents mistakes, and if you need to add more you can! 6th tip: paragraph order -Topic sentence -Quote- embed it properly -Explain effect of the quote on the audience -Add your spices>>> SPACE or ACADEMIC TRASHING -Finish with a nice little purpose that explains how it strengthens the argument 7th tip: Try to find a second device
find another device in it and mesh in how the two devices work together to create a very strong argument
strenghtens and goes into detail of that specific device
How to practice: Most people don’t have the time or energy to write an essay everyday
The morning alarm woke up Ghen. With an annoyed sigh, he stretched out his arm and silenced the foul-sounding chirps. Slowly sitting up in bed, he let out a deep yawn and got to his feet. Running a couple of chitinous fingers along his antennae to stimulate them to life, he made his bed and then went to his closet. Today was a work day, so he needed his suit. Once the pants were on, he stretched out his wings so that he could button up the shirt, then relaxing them once all the buttons were secured. Dressing for the day was done, now for the morning meal. Entering his kitchen, he took out the chilled leftovers of the evening meal last night and popped it into the radiator, first defrosting and then slightly cooking it. During that process, he also fished out a ceramic cup and placed it in his brewer, serving himself some synthesized caffeine. His idle thought led him to being amused that, when eaten directly off a plant, it has a concentration that could kill him three times over. But after going through some refinement and roasting, all it does is make him hyper. Once the meal was put together, his plate of heated leftovers and a cup of almost-piping-hot cup of Xia's, he took his time to enjoy it. His communicator vibrated. When he looked, he found it was from his boss. "Hello?" Ghen answered. "Ghen, the meeting's been moved up to a few minutes from now." His boss, Xkik, announced. "Apparently higher up has something important they want to say. We have a terminal ready for you, I'll message the login details." "Wha-, what's so important?" Ghen asked in bewilderment. "Did a water line rupture or something?" "No, nothing like that." Xkik replied with a slight chuckle. "It's actually about the rumors we've been hearing. That human corporation wanting to acquire us? That's what they're talking about." Ghen could feel everything inside his thorax drop to the floor. "That must mean it's true then, right? Did we get sold off by the Queen to this company then?" "Show up to the meeting and you'll get your answer." Xkik said simply. When he finished, Ghen got the notification on his communicator. There's the login details, allowing him to remotely attend the meeting. "They're about to start, hurry up." Once Xkik disconnected, Ghen worked fast to login and set up the remote viewing. Once everything was done, his screen started transmitting the meeting room. It was already packed. And off by the main board, he saw his answer. There was a human, resting against the wall on his two legs. Standing right in the center of everyone's view was the coordinator, Tizx, watching the clock periodically. As soon as the meeting's start time was reached, the coordinator began. "Alright everyone. I realize that this was rather short notice, so I want to say how appreciative I am that you made it. Now then, let's just get right to it. For some time now, many of you have been hearing rumors that a human corporation has been interested in us. Why? We never really knew. We're just an organization responsible for finding, extracting and providing water to the colony here all under the direction of the Queen herself. Well, as of now, I have the answer for you. Why don't I let Ryan say that?" Stepping back, Tizx motioned for the human, Ryan, to take over. With a nod, Ryan practically bounced over and then took the position. "Good morning to you all. I hope my Zazk is passable, heh. Anyways, the answer to those rumors, is yes. Terran Galactic Company is indeed interested in you all. Which now leads to me. I'm here to announce that, effective yesterday evening, this water company is now a subsidiary of Terran Galactic Company, under the name of Zilia Water Delivery." Many other sub-coordinators broke into hushed conversation, no doubt speaking their thoughts with each other about this move. Ghen could only wonder if this was even a good thing. What will the humans do? Will he still have his job? Will he have to learn how to deal with the ruthless humans? "Now, I am well aware this is quite the...uh, change." Ryan continued. "That's why I'm happy to inform you that, no, nothing negative or detrimental will happen to you. You just have new people to answer to. Operations will continue as normal, everybody here will still keep their jobs. The only real change any of you will personally experience is that Coordinator Tizx here will now report to someone else. On behalf of the Terran Galactic Company, we are extremely excited and are looking forward to working with you all. Thank you for your time." A week later. At least Ryan wasn't lying. After the initial shock wore off, things went back as they normally did. There were no terminations, no reductions in annual pay or anything. Nothing really changed. At least until this new meeting was called. Ghen was at the worksite this time, so he took his seat and watched as, once again, Ryan led the meeting. "Hello again, everyone!" He said cheerfully, his Zazk noticeably improved. "I hope I didn't end up looking like a liar, right? Everything's still normal, all that?" All the zazk in the room confirmed, providing comments to their pleasant surprise as well as lingering thoughts. "Awesome! Awesome." Ryan said jubilantly, his fleshy mouth revealing his bone-white teeth. "Now then, you're probably wondering why I'm here again, right? Well, I got another fantastic piece of news for you all! Two, actually. I'll start with the first: Zilia Water Delivery has just completed its IPO. The company is now publicly traded!" Ghen and the others voiced their confusion, having no idea what in the name of the Queen Ryan was talking about. What was Ryan talking about? What's an IPO? And why exactly is being publicly traded such a significant thing? "Oh, you guys don't know any of that?" Ryan asked in surprised confusion. After everybody confirmed, he let out a quick huff as he began his explanation. "Well, to begin, IPO is short for Initial Public Offering. Basically what that means is that, before today, Zilia was privately held. Only certain individuals could buy and sell shares here. But now that we're public? Literally anyone can buy and sell shares in the company, hence us being publicly traded." "Uh, what's a share?" Ghen asked, still completely lost. "Oh, boy..." Ryan muttered under his breath before returning to his peppy image. "To simply put it, a share is short for having a share of ownership in a company. When you buy a share, you're buying a piece of ownership, and when you sell, you're selling that amount." "So wait...if someone buys a share, they're a co-owner then?" One of the other team coordinators asked. "If they get enough, yeah." Ryan nodded. "You need a lot though, and that really depends on the company. If I had to give an answer though? I'd say usually you need to have a lot more shares than a lot of people combined to be officially a co-owner, but we call that being a majority shareholder." "And how do we do that?" Ghen asked, now growing curious but still not understanding why such a concept exists. "Simple. Buy shares." Ryan said simply. "And that leads into the second piece of awesome news. Zilia's corporate has a product in mind, a premium-package of water delivery. Instead of the usual water that you pump out, filter and ensure its potable before delivery, with the premium package, not only will you get that, but you'll also get all of the required nutrients and vitamins the zazk body requires! And they feel you guys have the best expertise and understanding to pull it off! So, here's what we're offering as a good-faith bonus: A 25% increase to your annual salary as well as being given stock options." Ghen wasn't sure about the second part, but the salary definitely got his attention, as well as everyone else's. Although his job was considered to have a good pay, Ghen isn't going to say no to a higher salary. In fact, he's been focusing his work on getting a promotion so he can come home with even more credits in pocket. "What do you mean by stock options?" Ghen asked after some time. Ryan let out that smile again, the one that revealed his teeth. "If you choose to transfer over to the new group, you'll be provided 50,000 shares in Zilia itself. Why's that awesome? Let me walk you through it. Right now, our last closing price per share was 3.02 credits. And if you have 50,000 shares during that time, you're sitting on 151,000 credits, if you cash it out immediately." "And why shouldn't we?" One of the coordinators demanded in an ambiguous tone. "Because the price per share changes a lot." Ryan explained promptly. "When we got done with the IPO? It closed at 2.73 a share. Right now? My money's on the closing price being 2.99 a share. However, we are extremely confident in this premium package being successful. If it does? Well, my bet is that the share price will skyrocket to 3.12 a share. If you hold those shares and the price gets to what my bet was? You'll instead get 156,000 credits. Just by holding onto them, you just made an additional 5,000 credits!" "And what if we have more shares?" Ghen questioned, now getting excited at the prospect of free money. "Even more money!" Ryan laughed a bit. "And don't forget about dividends, but that's for another time. The premium group is gearing up right now, we just need the workforce. If any of you wants in, I'll be back tomorrow with all the forms needed to make it official. Take the day and tonight to think it over, yeah?" Everything else melted into a blur. Ghen was practically on autopilot that whole day. Was this the secret to the humans' incredibly massive economy? How so many of them have amassed so much money out of nowhere? All you had to do was just buy this share out of a company and you get more money without even working? As soon as he got home, Ghen knew what he was going to do during the night. After feverishly looking through the galnet, now having the human race connected to it, he looked and gathered up as many books that were translated into zazk as he could find, all talking about the human economic system. The last time he undertook such an intensive study was during his primary education phase. And during his search, he even found forums on the galnet that were completely dedicated to the human's economy. All of them talking about strategies on what company, or stock, to pick. How to analyze a company's performance to determine if it was worth the money, or it had potential to grow over time. And that was when he discovered the humans found another method to the extremely simple buying and selling process. There were humans and some other immigrated aliens who made five times what Ghen could receive over a simple month just by watching the share prices during trading hours, and then buying and selling them at the proper times. Ghen's mind was just absolutely flabbergasted. He thought it was just some strange concept only aliens could make, but no, not with the humans. They've practically made their economy into an art or a science. No, not even their economy. Everything. If humans can see a way to make money off of it, they'll do it. And if there isn't, they'll look for a way. Healthcare was monetized. Galnet services, transportation, shopping at the store, they even made all of their utilities into profit-oriented companies. And it was there that Ghen paused, the realization slamming into him. Everything was monetized. Which means, if you don't have the money for it, you're not getting it. Right? Are the humans truly that ruthless? So obsessed with making money? To the point that they're willing to deprive their own people of the absolute necessities if it's a source of credits? Ghen let out a scoff. There's no way. Nobody is that cruel and callous. He's never been to the United Nations. He can't rely on what a bunch of random people on the galnet says. He decided that from here on out, he'll only go as far as saying that humans are a little obsessed with credits, nothing more. ... There he was. Ryan, sitting in the office provided to him. And there was a rather large line leading to him. Looks like word got around. Although, the line wasn't as large as he expected it to be. Maybe the others thought it was just a ruse? That there's no such thing as making free money by spending it on such a made-up concept? Ghen only knows that, if it is a ruse, it's an extremely elaborate one, where all of the humans are in on it. And he believes that's just extremely ridiculous. At the end, if he's unsure, he'll just take the transfer for the very real increase in his very real salary. And although he spent a very good chunk of the night reading up on how humans do things, he's still going to play it smart. He'll leave his 50,000 shares alone and see where it goes from there. "Good morning sir." Ryan greeted warmly once Ghen took his seat. "Now, name please?" "Ghen." He answered, barely keeping his nerves down. "Alright...and what's your position at this location?" Ryan questioned after scribbling on his form. "I monitor the pumping stations near the extraction sites." Ghen explained, staying on point. "To be more specific, I check to see if they're in need of maintenance, as well as reading the flow rate that's determined by the calculators installed there. If there's too little for what's needed, I pump out more. And if there's too much, I pull it back a little." "Nice...and how long have you been doing it for?" Ryan complimented with a nod. "As of tomorrow, ten years." Ghen replied, voice quickly changing to minor awe once he realized that fact. "Excellent. Do you have anyone in mind you'd like to replace you here?" Ryan questioned after another scribble. "If you don't have anyone, you're free to say so." Ghen took a moment to think it over. A bunch of names went through his mind, but one stuck with him. "Tilik. He's just been accepted here, but he's learned quickly. Very attentive and he always catches something subtle. I think he'll do really well in my position, even better actually." "Tilik, really?" Ryan questioned with a little shock, going through his completed forms. Ghen felt a short sense of panic in him. Did something happen, or was Tilik actually transferring? His answer didn't take long to reveal itself. "Right, Tilik was actually one of the first people to want to transfer here. He's actually requested to be part of the testing teams specifically. Do you have a second choice?" "Um...no, actually." Ghen replied, feeling a little ashamed. "Tilik was my only choice, to be honest." "Hey, don't worry." Ryan said assuringly with his hands raised. "Nothing wrong with that. Sometimes, there's just nobody up to snuff, right? 'Kay, so, last question. Is there anything specific you'd like to do when given the transfer?" "If you need someone monitoring new pumps, I'd be happy to do that." Ghen stated. "So basically same job but with better payoff, am I right?" Ryan grinned. "I hear you. Sometimes, we're just not paid enough for what we're doing. I know I think that sometimes. Uh, our secret, yeah?" "Yeah, our secret." Ghen nodded, thinking it'd be better to have friendly relations with the human, just in case. "Awesome. Back on topic, that's it." Ryan announced, placing the form on his pile. "We'll give you a call when you're accepted." "Oh, uh, that's it?" Ghen questioned with a shrug in shocked surprise. "What, expecting a question like, why do you want to transfer?" Ryan chuckled a bit as he leaned in his seat. "You can bullshit all you want, but we both know the answer. Sweet money and stock options. Not saying that's a bad answer of course, just that it's pretty obvious." "I suppose it is." Ghen commented, realizing the point. "Also, you mentioned this...dividend? Is that for Zilia shares?" Ryan laughed a little bit before nodding. "Yep, announced before I came here. About 0.43 per share. Want to know why that's awesome? Instead of waiting for the proper price to cash out your shares, now? The company pays you for each share you hold." "A...Are you serious?" Ghen demanded, flabbergasted. Ryan nodded with his now-trademark grin. "Dead serious. If you get the transfer, and get those 50,000 shares? A little head math...right, if you hold onto those, in addition to your salary, you'll now annually be paid 21,500 credits, if you keep it at 50,000 shares. Only you can decide to sell or buy shares." Ghen just stood there silent and motionless, no idea of whether to believe it or not, to which Ryan just laughed. Once he walked out of the room, he managed to snap back to reality. Again, just focus on the very real pay-raise. He'll deal with the other parts later. After he returned to his spot, he spotted Tizx approaching by his desk. The coordinator seems to be as casual as always. "I saw you in that line a bit ago, Ghen." He said as he leaned on the desk. "Guess you're really taking that human's word?" "I mean, I don't know about all this share business or what not." Ghen began with a shrug, his tone sounding a little defensive. "But I mean, having a bigger salary? Course I'm going for it when I can. And if all this magic credits turn out to be real? You realize we can live like the royal servants, right? Get the best cars, the nicest food and all that?" "I'd be very careful, Ghen." Tizx warned in a sudden shift in tone. "Don't trust those humans. The way they just...obsess over money? Come up with more and more insane ways of getting credits? I don't know, it just makes my wings twitch." "You think this is a bad idea?" Ghen asked with a little surprise at the change-in-demeanor. "I think you should be careful, with the humans, and with what you're saying." Tizx replied, straightening his posture. "I wouldn't put it past those Earthmen to backstab you if it gets them a few more credits. And we all know how the royal servants get if any of us lowly commoners start thinking we can break into their circle." "I hear you, I'll be on my guard, promise." Ghen stated with a nod. With a confirming nod of his own, Tizx returned back to his duty, walking past Ghen's desk. Several weeks later. Everything became so much better. Ghen got the transfer. He didn't need to relocate to a new residence either. And after he was walked through into learning how to manage his stock account, and seeing that new form of payment in his hands, he already felt as though he made the best decision. But it was only when he decided to take those shares more seriously that he became privy to what he was given. After receiving the dividend payment, and actually seeing it was real, valid credits after transferring it to his main bank account, all he could describe was the most powerful high he ever felt. While his first thoughts were to buy himself a royalty-class car, some nicer furnishings for his home, or even a better home entirely, he ended up going the smarter route. After going back to his stock account, he discovered that Zilia's shares rose to about 3.22 credits in price. Knowing that this was the easiest money he could ever make, he took all of his dividend earnings and bought more shares in Zilia, bringing him to owning 56,891. And from his new regional coordinator, a human named Dylan, tomorrow is the grand release of the premium package. For just a monthly rate of 14.99 credits, the tap water will now include a sizeable portion of all nutrients and vitamins required in the zazk physiology. Still, Ghen has to admit. He's not entirely sure why anybody would want such a thing, if they'd even go for it. But, as long as he's practically swimming in easy credits, he won't pay much attention to it. And just like when he was intensively studying the basics of how the human economy worked, he barely got any sleep. His mind was constantly thinking about the things he would buy. Or rather, what other stocks to put his credits into. Even now he can still hardly believe it. Just spend your money on some, make-believe thing and, if you wait long enough and picked the right stock, you'll get more than you spent back? His mind even wandered onto what human colonies, or even their homeworld, Earth, was like. If everybody was making so much money, what kind of things would they offer? What kind of ridiculous service or product or item can you get? He's even debating on joining some forum and just asking around. Explain how he's new to how humans do things and was wondering what he should expect if he's successful. By the time he felt like he can go to sleep, the binary-stars of the system were rising from the horizon. After getting out of his bed and changing to clean clothes, his mind returned onto what-ifs. What if he bought better clothes? He's had his eye on that human brand of luxury clothes, Tessuti di Venezia, that's been all the rage amongst the royal servants. Or maybe he can go on vacation and just check out Earth for real? It was a short ride to his workplace from his home. After getting stuff his stuff and preparing to walk through the doors, he heard the roar of a car grow louder. When he looked, he saw the sleekest and quite possibly the coolest looking car he's ever seen. Each time the engine revved it would startle him, both from how harsh it sounded as well as just how intense it sounded. And after it parked, he saw the doors pop out and then slide along the body back. And there, he saw Tilik, the seat literally turning and extending out a bit before he got off. As soon as he saw Ghen staring, he struck a rather prideful pose after putting on his lab coat and then sauntered over to Ghen. "What do you think?" Tilik said, without any doubt inviting praise or compliments. "D...Did you actually buy that?" Ghen asked, unable to tear his eyes away from the car. "You're Queens-damn right I did!" Tilik laughed happily. "Thing takes off like a starship, has temperature-controlled seating, all-in-one center console, barely any bouncing on rough roads. Hoof, best decision I've ever made!" "How much did that thing cost?" Ghen asked after letting out an incredulous laugh. "Five million credits." Tilik replied, earning an absolutely shocked stare from Ghen. "And thanks to the incredible salary I have, in addition to all these shares and dividends, I'll pay back the credits I borrowed in no time!" Ghen needed a few moments before he could speak again. "All I've been doing is buying more shares." Tilik laughed and then patted the now-envious monitor's back. "Smart man. I got a little carried away, yeah, but not anymore. Any spending credits I got, going right back to investing. That's what it's called right, investing?" "Yeah, it is." Ghen nodded, feeling a fire light up in his thorax. "And also? Today's the day that the premium water thing is being released. Here's hoping it starts out well, right?" "Oh it will, trust me." Tilik chuckled as they both began making their way inside the workplace. "Lots of research, lots of study. By the Queen, so much of it...it'll make your head spin." And after hearing that, Ghen had a moment of realization. "Hey, Tilik? How did you get such a nice position anyways? Weren't you just studying under me before the humans came along?" Tilik let out a sigh after opening the door. "I'll be honest, I never wanted your job. Not because it's boring or terrible, just...I didn't suffer so many sleepless nights in the science academy just to be a glorified button pusher. This is what I've always wanted. Doing science, solving problems rather than just applying the solution, you know?" "Wait, you got an academic certificate?" Ghen questioned, completely floored. "How did you end up beneath me then? I should've been answering to you!" "Simple." Tilik gave a heavier sigh. "A royal servant was asking for the same job I was. Take a guess at who got it." "Ouch. Good thing the humans came along when they did, yeah?" Ghen was taken aback. He never heard anything about a servant taking a job at his place. "Looks like you're proving yourself to be well suited." "By the Queen, of course I am." Tilik nodded. "Like I said, I nearly broke my wings through so many nights, got certified top of my class, all just to get pushed to the dirt because someone who was born into a particular family wanted the same thing I did? I know I'm smarter than any of those empty-skull servants back in the Center. I know that, whatever, uh...corporate? Yeah, whatever corporate wants out of science, I will xeek give it to them." "Well, let me know how things go in the lab." Ghen said, admiring his drive as they neared the main office floor. "Because this is where the button pusher needs to go." Tilik let out a laugh as he nodded. "Hey, how about we meet up at Queen's Fine Eatery tonight. I'll pay, yeah?" Ghen, at first, wanted to admonish him for choosing such an outrageously expensive place to go. But he quickly realized that, he truly is good for it, thanks to the humans. "Well, hey, if you're paying for it." ... It was a fantastic opening. After being told what news sites to keep in mind for stocks, he first heard it from Dylan, and then got more detail on Business Today. There was such a massive demand right from the start that Zilia needs to increase extraction just to meet it. But what really got his attention was the effect it had. Zilia Water Delivery's share price just blasted off. After seemingly holding steady at about 3.15, by the time he got home and logged onto his account, it already reached 7.04 a share. The calculator on his account told him that he got a value-gain of 54.26%. Never in his entire life had he felt such...joy. With all of the shares he currently has? He's sitting at 400,512.64 credits. He knows that it is woefully pathetic compared to what the royal servants have just in their pockets, but the fact that he has such money, just by owning some intangible concept? Why even work at Zilia? Why doesn't he just sit at home, figure out what companies to invest in and make his money that way? What's even the point in working a real job, getting a pathetic pay when you can just take the money you have, determine where to spend it, and get triple back? All just sitting on your wings at home, researching? He was so wrapped up in his excited high that he completely forgot he was going to meet Tilik at Queen's. After quickly and haphazardly putting on his nicer clothes, he got to the place only a few minutes late. Tilik was there by the guide, no doubt having been waiting for him. As soon as he strode up, Tilik's wings stiffned out some. No doubt he must've seen the numbers as well. "I can see your wings, Ghen." Tilik began with an excited chuckle. "Made some serious credits?" Ghen let out an incredulous scoff, struggling to find the words for a moment. "Incredible. All I'm going to say." "Likewise." Tilik chortled some before nodding to the table guide. "All here. Table please?" "Right this way, sir." The guide said politely. It was a short walk, travelling between round tables. The vast majority were populated by zazk, but Ghen was surprised at seeing a few humans here as well. No doubt corporate workers checking out the local food. He did spot them having bowls filled with some kind of mass. Some were brown, others white with what looks to be black specks on them. They arrived at their table. A rather nice one, affording a view out the windows into the busy colony streets. Once Tilik and Ghen settled in, the guide handed out the menus. "May I suggest our rather popular option for tonight?" The guide began. "Human ice-cream. Ingredients sourced from Earth itself. Very cold, but incredibly sweet, and coming in many flavors. The most popular amongst us is called vanilla-bean. The vanilla itself soaks in the cream for much of the process, and then the innards sprinkled on top of it near the end. Rumor has it that the Queen herself has demanded personal shipments of such a treat straight from the home of vanilla, an island on Earth named Madagascar." Ghen didn't even spare a single thought. "Vanilla bean ice cream then, please." "Same." Tilik seconded when the guide glanced to him. With a slight bow, the guide proceeded to ferry their orders to the kitchen. Thankfully it was just a short wait before the guide returned, carrying a large plate containing bowls of ice cream. Ghen could feel the saliva on his mandibles as the bowl was placed before them. He could just feel the cold air around that glistening mass of sugary goodness. The white snow decorated with the black dots of vanilla bean. Once the guide left them, Tilik and Ghen both dived in at the same time. As soon as the ice cream entered his mouth, touched his tongue, he exploded in incomprehensible bliss. The sweetness, the smooth and creamy mass, even the taste of vanilla he wasn't sure about was just absolutely delightful. It was so overwhelming that his entire body limped, slumping in his seat as he was forced to ride on the surging tide of joy and happiness sweeping over him. Tilik was no different. He too was taken completely by the effects of the ice cream, his wings fluttering some against the seat. Ghen could hear some noise. It was the humans they passed by. They were chuckling, grinning, and glancing over at them discreetly. Unlike the two zazk, the humans seemingly just enjoyed the ice cream as if it was just another nice dessert to them. Or perhaps they couldn't allow themselves to succumb to the high? And as soon as the wave of indescribable bliss and happiness subsided, Ghen knew. He just knew. This was the life. He wanted this. The ice cream was just the beginning. So many things denied because he didn't have the credits, or worse, not the blood. Because he was just a drone in the great Collective, even if he had the credits, he wasn't allowed because of what caste he was born in. That fire that sparked in him when he saw Tilik's new car? It exploded into a raging firestorm. And when looking into Tilik's eyes, Ghen could see the same. He was on the same page as Ghen was. Both of them were sold. They have the credits. And the humans? If you can pay for it, they'll never discriminate. All they cared about is if you have the money. And by the Queen, Ghen and Tilik will endeavor to amass as much credits as physically possible. The rest of the night faded into a blur. A blur that evokes only one thing. Bliss. It was only when he walked through the door of his pathetic hut that Ghen's mind snapped back to focus. His mandibles felt sticky. And he felt a weight in his stomach. How much ice cream did he eat? Whatever it was, he ate such volume that the lower-section of his throax extended and rounded out, visible even under his shirt. He felt something odd in his pocket. It was a receipt. 43,000 credits for ten bowls of vanilla bean ice cream. Was that ten bowls for both of them? Or individually? Ghen didn't care. He's good for it. Returning back to his calculator, he acted upon the decision that he had made at that eatery. He's acquiring as many books about investing and stock trading as he could find, frequent and study all the discussions and arguments presented by other like-minded individuals such as he, all to ensure he can live the good life. And he had a very good feeling Tilik was doing the exact same thing. Well, first, the gurgling in his stomach, as well as the feeling of something rising demanded his attention. Looks like he'll need to take the night off to let his stomach get back to normal. Three Years Later. Ghen looked out beyond the horizon, seeing the colony that he grew up in. On the far side was where his old house was. With only a simple robe on, made from the finest silk from Earth's nation-state of China, he relaxed in his seat. It was a long road. Stockpiling credits from pre-existing investments and from subsequent pays, he and Tilik made it. From having only half a million in assets and cash, now transformed to over eight-hundred million. And now, his call contracts on American Interstellar? They've just announced a breakthrough in their next generation of warp drives, reducing the speed coefficient even further, resulting in far faster travel. And with that, their stock price climbed sharply. Another hundred million credits in the bank. Soon, very soon, he and Tilik are about to become the galaxy's first zazk billionares. But that's not enough. There are many humans who are billionares. Only those he can count on one hand are considered trillionares. He's going to break into that circle. He and Tilik. Looking beyond the colony, he saw the abandoned building of the workplace he transferred to when the humans arrived. Turns out, the reason for such a high demand was that the humans also slipped in sugar to the tap water. As soon as that broke, many influential royal servants demanded investigations and outright banning of Terran Galactic Company's influence over the former government division. Zilia's stock price plummeted. But thanks to an advance tip from his human coordinator, Dylan, he and Tilik made a put contract. And that's where they struck gold, as the human saying goes. Dylan warned that if they were citizens of the United Nations, they'd be investigated and convicted for insider trading. But, since they weren't, and the Collective were only just introduced to capitalism, there's no risk at all. Now the colony is going through a withdrawal phase, Zilia has been dissolved and reformed back as a government division and are currently at work re-establishing the standard, plain water delivery. "Well, shit." Tilik muttered as he walked up to Ghen's side, taking well to human speech. "Looks like you win. American Interstellar's announcement really was a good thing. There goes a million credits. Ah well, the Royal Shipyards will make it back for me soon." "Oh? Did they just go corporate?" Ghen asked curiously, glancing to Tilik. "Hell yeah they did." Tilik chuckled, sitting down. "Queen and her retard servants fought it hard, but Royal Shipyards is now officially a human-style corporation. And, to a surprise to all the xenophobes in the galaxy, they're already being offered contracts for ship production. That'll raise the stock price pretty good." "What's that human word...?" Ghen muttered, already having a reply in mind. "Dick? Yeah, calls or suck my dick, Tilik." Tilik roared in laughter. "Already made them. Forty credits a share by this day next month." "I have half a mind to go thirty." Ghen chuckled. "Either way, until then, I heard from Dylan that he knows a guy who knows several prime human women who happen to be into zazk." "You're interested in women?" Tilik said as his wings fluttered. "With how often you tell me to suck you off, I'd have thought differently." "Oh, I always thought it was you who was into men." Ghen responded dryly. "Just wanted to be a good friend, you know? Considering how you never seem to make it past, Hey sweet thing, I'm rich you know." "Oh, go fuck yourself." Tilik countered with a little laugh. After he stopped, wings stiffened, he looked to Ghen. "So, know any royal servants we can put the squeeze on for more revenue streams?" "I got just the one." Ghen nodded, sitting up. "Fzik. He's been fighting to control the ice cream trade. Worried it's a corrupting influence. Got done talking with the human CEO of Nestle earlier. If we clear the way, he'll know how to squeeze a little more gains in stock price when he makes the announcement." Tilik's wings stiffened even more, signaling his approval. "Alright, time to throw some credits around, yeah?" AN: Sorry for the period of no updates. College is starting up, lots of stuff to clear and work out. Not sure why but I just got a bug up my butt about incorporating money and the stock market into a short. Here it is. Sorry if it seems abrupt, character limit fast approaching. Let me know how you guys think about it!
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