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Former investment bank FX trader: some thoughts

Former investment bank FX trader: some thoughts
Hi guys,
I have been using reddit for years in my personal life (not trading!) and wanted to give something back in an area where i am an expert.
I worked at an investment bank for seven years and joined them as a graduate FX trader so have lots of professional experience, by which i mean I was trained and paid by a big institution to trade on their behalf. This is very different to being a full-time home trader, although that is not to discredit those guys, who can accumulate a good amount of experience/wisdom through self learning.
When I get time I'm going to write a mid-length posts on each topic for you guys along the lines of how i was trained. I guess there would be 15-20 topics in total so about 50-60 posts. Feel free to comment or ask questions.
The first topic is Risk Management and we'll cover it in three parts
Part I
  • Why it matters
  • Position sizing
  • Kelly
  • Using stops sensibly
  • Picking a clear level

Why it matters

The first rule of making money through trading is to ensure you do not lose money. Look at any serious hedge fund’s website and they’ll talk about their first priority being “preservation of investor capital.”
You have to keep it before you grow it.
Strangely, if you look at retail trading websites, for every one article on risk management there are probably fifty on trade selection. This is completely the wrong way around.
The great news is that this stuff is pretty simple and process-driven. Anyone can learn and follow best practices.
Seriously, avoiding mistakes is one of the most important things: there's not some holy grail system for finding winning trades, rather a routine and fairly boring set of processes that ensure that you are profitable, despite having plenty of losing trades alongside the winners.

Capital and position sizing

The first thing you have to know is how much capital you are working with. Let’s say you have $100,000 deposited. This is your maximum trading capital. Your trading capital is not the leveraged amount. It is the amount of money you have deposited and can withdraw or lose.
Position sizing is what ensures that a losing streak does not take you out of the market.
A rule of thumb is that one should risk no more than 2% of one’s account balance on an individual trade and no more than 8% of one’s account balance on a specific theme. We’ll look at why that’s a rule of thumb later. For now let’s just accept those numbers and look at examples.
So we have $100,000 in our account. And we wish to buy EURUSD. We should therefore not be risking more than 2% which $2,000.
We look at a technical chart and decide to leave a stop below the monthly low, which is 55 pips below market. We’ll come back to this in a bit. So what should our position size be?
We go to the calculator page, select Position Size and enter our details. There are many such calculators online - just google "Pip calculator".

https://preview.redd.it/y38zb666e5h51.jpg?width=1200&format=pjpg&auto=webp&s=26e4fe569dc5c1f43ce4c746230c49b138691d14
So the appropriate size is a buy position of 363,636 EURUSD. If it reaches our stop level we know we’ll lose precisely $2,000 or 2% of our capital.
You should be using this calculator (or something similar) on every single trade so that you know your risk.
Now imagine that we have similar bets on EURJPY and EURGBP, which have also broken above moving averages. Clearly this EUR-momentum is a theme. If it works all three bets are likely to pay off. But if it goes wrong we are likely to lose on all three at once. We are going to look at this concept of correlation in more detail later.
The total amount of risk in our portfolio - if all of the trades on this EUR-momentum theme were to hit their stops - should not exceed $8,000 or 8% of total capital. This allows us to go big on themes we like without going bust when the theme does not work.
As we’ll see later, many traders only win on 40-60% of trades. So you have to accept losing trades will be common and ensure you size trades so they cannot ruin you.
Similarly, like poker players, we should risk more on trades we feel confident about and less on trades that seem less compelling. However, this should always be subject to overall position sizing constraints.
For example before you put on each trade you might rate the strength of your conviction in the trade and allocate a position size accordingly:

https://preview.redd.it/q2ea6rgae5h51.png?width=1200&format=png&auto=webp&s=4332cb8d0bbbc3d8db972c1f28e8189105393e5b
To keep yourself disciplined you should try to ensure that no more than one in twenty trades are graded exceptional and allocated 5% of account balance risk. It really should be a rare moment when all the stars align for you.
Notice that the nice thing about dealing in percentages is that it scales. Say you start out with $100,000 but end the year up 50% at $150,000. Now a 1% bet will risk $1,500 rather than $1,000. That makes sense as your capital has grown.
It is extremely common for retail accounts to blow-up by making only 4-5 losing trades because they are leveraged at 50:1 and have taken on far too large a position, relative to their account balance.
Consider that GBPUSD tends to move 1% each day. If you have an account balance of $10k then it would be crazy to take a position of $500k (50:1 leveraged). A 1% move on $500k is $5k.
Two perfectly regular down days in a row — or a single day’s move of 2% — and you will receive a margin call from the broker, have the account closed out, and have lost all your money.
Do not let this happen to you. Use position sizing discipline to protect yourself.

Kelly Criterion

If you’re wondering - why “about 2%” per trade? - that’s a fair question. Why not 0.5% or 10% or any other number?
The Kelly Criterion is a formula that was adapted for use in casinos. If you know the odds of winning and the expected pay-off, it tells you how much you should bet in each round.
This is harder than it sounds. Let’s say you could bet on a weighted coin flip, where it lands on heads 60% of the time and tails 40% of the time. The payout is $2 per $1 bet.
Well, absolutely you should bet. The odds are in your favour. But if you have, say, $100 it is less obvious how much you should bet to avoid ruin.
Say you bet $50, the odds that it could land on tails twice in a row are 16%. You could easily be out after the first two flips.
Equally, betting $1 is not going to maximise your advantage. The odds are 60/40 in your favour so only betting $1 is likely too conservative. The Kelly Criterion is a formula that produces the long-run optimal bet size, given the odds.
Applying the formula to forex trading looks like this:
Position size % = Winning trade % - ( (1- Winning trade %) / Risk-reward ratio
If you have recorded hundreds of trades in your journal - see next chapter - you can calculate what this outputs for you specifically.
If you don't have hundreds of trades then let’s assume some realistic defaults of Winning trade % being 30% and Risk-reward ratio being 3. The 3 implies your TP is 3x the distance of your stop from entry e.g. 300 pips take profit and 100 pips stop loss.
So that’s 0.3 - (1 - 0.3) / 3 = 6.6%.
Hold on a second. 6.6% of your account probably feels like a LOT to risk per trade.This is the main observation people have on Kelly: whilst it may optimise the long-run results it doesn’t take into account the pain of drawdowns. It is better thought of as the rational maximum limit. You needn’t go right up to the limit!
With a 30% winning trade ratio, the odds of you losing on four trades in a row is nearly one in four. That would result in a drawdown of nearly a quarter of your starting account balance. Could you really stomach that and put on the fifth trade, cool as ice? Most of us could not.
Accordingly people tend to reduce the bet size. For example, let’s say you know you would feel emotionally affected by losing 25% of your account.
Well, the simplest way is to divide the Kelly output by four. You have effectively hidden 75% of your account balance from Kelly and it is now optimised to avoid a total wipeout of just the 25% it can see.
This gives 6.6% / 4 = 1.65%. Of course different trading approaches and different risk appetites will provide different optimal bet sizes but as a rule of thumb something between 1-2% is appropriate for the style and risk appetite of most retail traders.
Incidentally be very wary of systems or traders who claim high winning trade % like 80%. Invariably these don’t pass a basic sense-check:
  • How many live trades have you done? Often they’ll have done only a handful of real trades and the rest are simulated backtests, which are overfitted. The model will soon die.
  • What is your risk-reward ratio on each trade? If you have a take profit $3 away and a stop loss $100 away, of course most trades will be winners. You will not be making money, however! In general most traders should trade smaller position sizes and less frequently than they do. If you are going to bias one way or the other, far better to start off too small.

How to use stop losses sensibly

Stop losses have a bad reputation amongst the retail community but are absolutely essential to risk management. No serious discretionary trader can operate without them.
A stop loss is a resting order, left with the broker, to automatically close your position if it reaches a certain price. For a recap on the various order types visit this chapter.
The valid concern with stop losses is that disreputable brokers look for a concentration of stops and then, when the market is close, whipsaw the price through the stop levels so that the clients ‘stop out’ and sell to the broker at a low rate before the market naturally comes back higher. This is referred to as ‘stop hunting’.
This would be extremely immoral behaviour and the way to guard against it is to use a highly reputable top-tier broker in a well regulated region such as the UK.
Why are stop losses so important? Well, there is no other way to manage risk with certainty.
You should always have a pre-determined stop loss before you put on a trade. Not having one is a recipe for disaster: you will find yourself emotionally attached to the trade as it goes against you and it will be extremely hard to cut the loss. This is a well known behavioural bias that we’ll explore in a later chapter.
Learning to take a loss and move on rationally is a key lesson for new traders.
A common mistake is to think of the market as a personal nemesis. The market, of course, is totally impersonal; it doesn’t care whether you make money or not.
Bruce Kovner, founder of the hedge fund Caxton Associates
There is an old saying amongst bank traders which is “losers average losers”.
It is tempting, having bought EURUSD and seeing it go lower, to buy more. Your average price will improve if you keep buying as it goes lower. If it was cheap before it must be a bargain now, right? Wrong.
Where does that end? Always have a pre-determined cut-off point which limits your risk. A level where you know the reason for the trade was proved ‘wrong’ ... and stick to it strictly. If you trade using discretion, use stops.

Picking a clear level

Where you leave your stop loss is key.
Typically traders will leave them at big technical levels such as recent highs or lows. For example if EURUSD is trading at 1.1250 and the recent month’s low is 1.1205 then leaving it just below at 1.1200 seems sensible.

If you were going long, just below the double bottom support zone seems like a sensible area to leave a stop
You want to give it a bit of breathing room as we know support zones often get challenged before the price rallies. This is because lots of traders identify the same zones. You won’t be the only one selling around 1.1200.
The “weak hands” who leave their sell stop order at exactly the level are likely to get taken out as the market tests the support. Those who leave it ten or fifteen pips below the level have more breathing room and will survive a quick test of the level before a resumed run-up.
Your timeframe and trading style clearly play a part. Here’s a candlestick chart (one candle is one day) for GBPUSD.

https://preview.redd.it/moyngdy4f5h51.png?width=1200&format=png&auto=webp&s=91af88da00dd3a09e202880d8029b0ddf04fb802
If you are putting on a trend-following trade you expect to hold for weeks then you need to have a stop loss that can withstand the daily noise. Look at the downtrend on the chart. There were plenty of days in which the price rallied 60 pips or more during the wider downtrend.
So having a really tight stop of, say, 25 pips that gets chopped up in noisy short-term moves is not going to work for this kind of trade. You need to use a wider stop and take a smaller position size, determined by the stop level.
There are several tools you can use to help you estimate what is a safe distance and we’ll look at those in the next section.
There are of course exceptions. For example, if you are doing range-break style trading you might have a really tight stop, set just below the previous range high.

https://preview.redd.it/ygy0tko7f5h51.png?width=1200&format=png&auto=webp&s=34af49da61c911befdc0db26af66f6c313556c81
Clearly then where you set stops will depend on your trading style as well as your holding horizons and the volatility of each instrument.
Here are some guidelines that can help:
  1. Use technical analysis to pick important levels (support, resistance, previous high/lows, moving averages etc.) as these provide clear exit and entry points on a trade.
  2. Ensure that the stop gives your trade enough room to breathe and reflects your timeframe and typical volatility of each pair. See next section.
  3. Always pick your stop level first. Then use a calculator to determine the appropriate lot size for the position, based on the % of your account balance you wish to risk on the trade.
So far we have talked about price-based stops. There is another sort which is more of a fundamental stop, used alongside - not instead of - price stops. If either breaks you’re out.
For example if you stop understanding why a product is going up or down and your fundamental thesis has been confirmed wrong, get out. For example, if you are long because you think the central bank is turning hawkish and AUDUSD is going to play catch up with rates … then you hear dovish noises from the central bank and the bond yields retrace lower and back in line with the currency - close your AUDUSD position. You already know your thesis was wrong. No need to give away more money to the market.

Coming up in part II

EDIT: part II here
Letting stops breathe
When to change a stop
Entering and exiting winning positions
Risk:reward ratios
Risk-adjusted returns

Coming up in part III

Squeezes and other risks
Market positioning
Bet correlation
Crap trades, timeouts and monthly limits

***
Disclaimer:This content is not investment advice and you should not place any reliance on it. The views expressed are the author's own and should not be attributed to any other person, including their employer.
submitted by getmrmarket to Forex [link] [comments]

Cornering Silver Market

Cornering Silver Market
Would you like to entertain yourself with a story about one of the greatest schemes in the history and, maybe, learn a few plays? This story is about three brave autistic brothers, who almost cornered the entire commodity and how one (not so brave, but shrewd) bank did it without anyone noticing. As in any good fable – there’s a moral and a strategy that you could draw from it.
The year is 1971. Nixon temporarily abolishes gold standard. And every temporary government program is never reversed, as you know. Trading price of gold went sky high: from 270s to 800s in two years or so. Enter Hunt brothers, sons of H. L. Hunt, oil tycoon, one of, if not the, richest man in the world at that time. Hunt family was, what one might describe as, right-wing libertarian and anti-globalist. They believed that Keynesian economics and the US shift to the left in the 60s will lead to the debasement of the US dollar and monetary collapse. Thus, return to the gold or silver standard was the way, as they thought. Allegedly, Hunts also had a feud with Rothschild family and other financial speculators, and were resentful towards the US government for doing nothing to protect their oil assets in Libya, confiscated by Gaddafi. So they started their move against America, alpha-silver bug style.
In 1973 Hunts began buying all the silver they could. And, instead of just speculating futures contracts, they actually took delivery. Initial price was $1.5/oz. Silver was shipped to Switzerland in secretive and costly operations and stored in vaults (brothers feared confiscations – remember, private citizens were still prohibited from owning gold in the US).
The following events are quite vivid and include the efforts to create a cartel similar to OPEC, talks with Iran and Saudi monarchs, pump and dump publicity and large scale purchases of miners. But we will spare the details, except one: Hunts even tried to corner the soy market at the same time. Reminds you how WSB slv gang quickly switched to corn gang. But the soy scheme didn't fly and they focused on silver only. Their efforts pumped the price to almost $50/oz by early 1980. At some point Hunts controlled around 230 million oz of silver and the majority of what was traded.

Hunt brothers laughing at your pump&dump effort

Of course, when you are such a smart ass, you become a target. Chicago exchange officials became very concerned citizens by 1979. They started issuing numerous regulations limiting the amount of market share one can accumulate in one hands. As all American concerned citizens, they had financial incentive to do so: Hunts managed to prove that Chicago exchange board members had short positions against silver. Finally, CFTC (Commodity Futures Trading Commission) issued a ruling that basically forced Hunts to liquidate part of their portfolio by February 1980. This sent silver prices down dramatically and brothers started to get margin calls which they could not cover. And so their story ended with bankruptcies and heavy fines for the family. Shortly after, Reagan and Volcker raised interest rates and silver price never recovered to $50/oz ever since.
We skip to the year 2008. Global financial crisis is in full swing. Bear Stearns is royally fucked, as due to all bears. Before the music was over, they mastered paper speculation of futures contracts like no one else. Bear Stearns accumulated world biggest naked short position on silver. What could go wrong? Stonks go up, silver goes down. Until it reversed and silver skyrocketed from $11 to $21. This became one of the margin calls to screw Bear Stearns. JP Morgan is asked by the FED and co. to buy out BS and to save the entire market. Since BS's shorts are now deeply down - JPM gets the whole bank with pennies on a dollar.
But the problem is that JPM themselves have massive naked short position on silver. Combined with BS it will exceed anything permitted by the CFTC. Since Obama administration was in a rush, they push CFTC to grant JPM basically a carte blanche to accumulate any position over the limit for a period of time. Period of time comes due and turns out that JPM not only didn’t trim the shorts significantly – they even bought more shorts at some point. Even with all the fines, it went very much their way, because in 2009 silver dropped. So they pocketed hundreds of millions of dollars.
But come 2011 and silver spiked again, dramatically. JPM, now bleeding cash on shorts, could close short positions, like any of us would do, right? Nope, fuckyall says JPM and starts hedging short futures positions with… physical silver. 'But wouldn’t that be even more control over the commodity?' - you might ask. See, nothing in the rules of CFTC says you can’t do that, because to help cronies speculate with paper futures contracts, made of thin air, CFTC basically started treating physical silver and futures as two different instruments (it’s, actually, even more complicated than that: google difference between physical, eligible, registered and so on).
In the next 9 years JPM becomes the world biggest holder of both short contracts and physical silver. The later they 'loaned' to SLV trust, of which they are custodian. This way upkeep of physical silver, which otherwise would be a liability for hedging, becomes an asset, because we, retards, who own SLV pay the maintenance. People are often confused here, because SLV is issued by Black Rock, not JPM. Well, there is a difference between being an operator of a financial instrument and being a custodian providing backing. Now, to confuse you even more – JPM is one of the major holders of Black Rock itself with 1.6% or sth like that.
By estimates of Theodore Butler, JPM acquired 900 million oz of physical silver since 2011. That’s 4 times more than what Hunts owned. Just shows you, that banks can get a pass with something that even the richest individuals can not. And you have to give it to JPM - their play was very clever. Instead of risking it all on a margin call, they make money on every turn.
As of 2020, JPM still holds both shitton of physical silver and short COMEX contracts. You can call this the most epic straddle of all time. With such mass they can swing prices in any directions and profit from this on any given day. Latest example you’ve seen on the August 11th.
Why am I bothering your poor gambling soul with this wall of text, you might ask? Market makers manipulate the market as they please, what’s new about that? Well, here we come to the conclusions and a strategy. How can a small retard replicate what the big boys are doing?
Conclusions:
  1. There will not be a linear up or down with silver and the swings might be dramatic. The reason being not only the sentiment of investors, but the ease of manipulation that is eligible to big players.
  2. If we believe that speculation will throw the price of silver in all directions – it is unwise to go only long or short on silver, especially on a short term;
What shall we do?
a) Only long expiration dates and calls; no weekly expiration, not even monthly. Ideally – at least half year options;
b) Go long on certain silver stocks. Maybe I’ll do a write up on good silver stocks to buy;
c) Sell covered calls on long positions;
d) Buy 1-3 month puts on your long positions as a hedge;
Now, day trade with those positions: on red days sell your puts and buy back covered calls. On green days – reload puts and sell calls. Repeat until lambo.
P. S.: I gathered these facts from the open sources, since these events were of interest to me. Some facts are intentionally oversimplified, google for more details, there are good reads. And feel free to correct me if you know contradictory facts.
P. P. S.: JPM, plz don’t whack me.
submitted by negovany to wallstreetbets [link] [comments]

RKT: The Next 10 Bagger MEME Stock 🚀

RKT: The Next 10 Bagger MEME Stock 🚀
You might want to say: "Retard, there have been at least a dozen posts about RKT already." Well, there is some itsy bitsy tiny bit of new information...

Hold on to your butts 🚀

Yes, you might have seen the stock price climb to ~$26 after IPO and fall back to $19 and not listened to this brilliant retard telling you not to sell the GODDAM stock. Maybe because you have read the "sEeKinG alPhA aNaLysT" giving it a "meh" rating.
Well, in an effort to give you another chance on those sweet tendies, Rocket announced pre-earnings numbers, before the actual earnings date of September 2. This is what it looks like:
  • Quarterly earnings are up by 125% from the previous year with quarterly revenue of $5.31 billion. On an adjusted basis revenue is up by 300% over last year. The full report is here.
  • Adjusted net income is $2.8 billion, which is an increase of $2.2 billion compared to the first quarter of 2020 and $2.6 billion compared to the second quarter of 2019. For the accountants among you, the full set of numbers are here.
  • To put numbers into perspective this is a company with $2.4 billion float according to Google.
  • The stock was up 11.22% today and trading at around $23.8 at market close.

What does this all mean?

  • This is the parent company of Quicken Loans, it is essentially a FinTec company for mortgage refinancing, etc. Some argue that it is actually a tech company. They handle pretty much everything electronically via their website and app. This is important because of COVID-19. According to online reviews, they have one of the best-streamlined and user-friendly interfaces. You can do pretty much everything regarding financing your home without having to sit in a crowded office in your facemask.
  • Because of how user-friendly their apps are, they have sweet sweet margins: "Who is going to do DD on home mortgages when you can do everything on an app. Am I right?"
  • Interest rates are extremely low due to Fed intervention and it is to remain low for a very long while. Remember the famous quote from our lord and savior JPow: "We're not thinking about raising rates, we're not even thinking about thinking about raising rates." For this reason, everyone and their mum are doing refinancing, buying homes, etc.
  • With a float of $2.4 billion, the company can have VERY significant price changes in a short time.
  • RKT is the ultimate meme ticker. "RKT to the moon 🚀" and "REKT 🔥" memes will keep us entertained for years to come while providing free advertisement for the company.
  • This is basically TurboTax of mortgages which is a multi-trillion dollar market.

FAQ for 🌈🐻

Q: But what if the interest rates go back up tomorrow?
A: It won't, as that would collapse the S&P 500 overnight. They have to keep interest rates low so that the money stays in the stock market.

Q: This sounds like the next subprime mortgage crisis. What if people start defaulting on their mortgages?
A: They are not the ones lending the money, so they don't care. They package the mortgages and hand it to someone else. They keep mortgages for only 3 weeks on average during the process, then they are off the hook.

Q: Aren't there other mortgage companies with online services?
A: Yes, but nothing this streamlined and easy to use. And they have very good brand recognition with the Rocket brand and Quicken Loans. Again, it is like TurboTax: yes there is other tax software out there, but who cares?

Q: But the stock price does not reflect the fundamentals. Didn't it crash last week and then stall?
A: Yes there was some price discovery after IPO and you would have been right up until Monday of this week. But since the pre-earnings announcement, the stock price is picking up some serious steam. Once the mainstream media catches on and price exceeds the ATH (probably tomorrow), this will go to the moon. If this does not look like a RKT platform I do not know what does:
https://preview.redd.it/lyevy8wx6bi51.png?width=1260&format=png&auto=webp&s=10da2d7c8be7d4a83c0b798c16aafaa94bacfc20

The Play

Just stop reading and load up the cart already.
submitted by Zaratar to wallstreetbets [link] [comments]

I spent the last 6 weeks playing all 13 main series Pokémon games. Here's my experiences

Some of you may remember me. Most of you probably don't. I made a post about it six weeks ago, which you can find here, about how I was gonna play 13 of the main series Pokémon games within six weeks, which I did. I was gonna make weekly updates, but they got automatically removed for some reason, so that's fun
So what I'm gonna do now is the biggest part of this whole 'project.' I'm gonna summarize exactly 306 hours and 35 minutes of gameplay within one reddit post. And if you're wondering how I know the exact times, I made a Google Sheet to document my journey, which you can see here, if you want all the boring numbers. If you don't want my summary of every single game, just scroll down to the bottom, where I'll share my thoughts about the whole ordeal. So let's get started on this, shall we?

BLUE

Honestly, I enjoyed Blue a lot more than I thought I would, even though the flaws of Gen 1 were hard to ignore. And may I say, thank god for LP compilers and podcasts, because 95% of the time I was playing Blue and Crystal, I was listening to something else. There's only so much beep-boop music one man can take. Overall, it was a great start to this journey. Some miscellaneous notes I took while playing:
The team I used: Venusaur, Golem, Alakazam, Ninetales, Vaporeon, Snorlax

CRYSTAL

Crystal was where the... difficulties of this challenge started coming up. I actually started Crystal on July 6th, just after capturing Mewtwo, and I played up to beating Bugsy. Unfortunately, I stayed up way too late, and woke up with a massive headache. So I spent most of the next day unwinding and mentally preparing myself for what's coming up. The rest of the game wasn't too difficult... until the 10th. I wanted to stay on a '1 game per 3 days' schedule, and this was the last day for Crystal, and I was just started on the Pokemon League. I was a little underleveled, so I spent the first half of my day repeatedly grinding up farther and farther up until I beat Lance on my 5th or 6th attempt. So I had to speed through all the Kanto section to stay on track. Which I did, to my amazement. I beat all the Kanto gyms super fast, and managed to get to Red... and immediately got slamjammed by his Pikachu
So this lead me to a question: 'when can I stop playing a game?' So I made this rule: Once I've beaten the Champion and the credits roll, I'm free to move on to the next game as I please. This is the hard rule I'm gonna adhere to. I don't want this to become stressful or a job, so I'm making this rule for my own sanity
That all out of the way, here's a few notes I took while playing:
The team I used: Typhlosion, Gengar, Slowking, Forretress (aka the mistake), Umbreon, Dragonair

EMERALD

If I had to create a line graph detailing my enjoyment of Emerald, it would be a line steadily going up... until Flannery, then just a slow painful crawl down to the end. I can't place an exact reason why, but this was the only game I played that I've actively disliked playing through. If I had to hazard a guess, I'd say it's because the RNG of Pokemon finally broke me. If there's one lesson I took out of this, it's that you can NEVER chance it on Sleep/Paralysis/Confusion not working. If you wanna work past them, you just heal. And if you inflict it on an enemy, it just won't work. I know it sounds like I'm exaggerating for comedic effect, but this was way too true for me. And the critical hits in this game were maybe the worst yet, even more so than gen 1, although I realize that might've just been me
I ended up using Rayquaza to speed through the Elite Four, because I was just genuinely exhausted of this game, and I did not want to try grinding through it. I'm gonna try to avoid using legendaries, but if I have to, I'm not gonna feel sorry about it
That being said, here's some various extra notes:
The team I used: Swampert, Gardevoir, Breloom, Torkoal, Skarmory, Rayquaza

FIRE RED

This game was a lot easier to play through than Emerald, fortunately, although I don't have a lot more to say. It was pretty fun, but my Blue playthrough might've been more enjoyable due to my choices in team members. I decided against capturing all the legendaries this time around, with one exception. I captured Articuno to replace my Fearow for the Pokemon League, since they were long outclassed by this point, and I couldn't cheese my way through Lance with poison-types this time. Still, my Fearow did better than the useless Forretress, so I still appreciate them. Overall, it felt like my Blue playthrough, except slightly worse. But it was still better than Emerald, so I won't complain
That's pretty much all I have to say, so time for some extra points:
The team I used: Charizard, Fearow, Gyarados, Vileplume, Dugtrio, Magneton, Articuno

PLATINUM

So this is my favorite Pokémon game, so I really tried to be impartial about it and treat it the same as the others... which didn't work, since it was the game I spent the most time on and explored the most in. Whoops! But I'm not ashamed; this was the best region out of everything I played. Honestly, I'm glad to know that my joy for this game wasn't just misplaced nostalgia, and still holds up to today. Although it was really unfortunate that I was having technical issues that I had to devote a lot of time to dealing with, otherwise I could've probably beaten this game in three/three and half days. I'll go into more details in the SoulSilver section.
So here's some notes about my experience:
The team I used: Torterra, Staraptor, Gastrodon, Bronzong, Garchomp, Porygon-Z

SOULSILVER

If I had to rank my favorite Pokémon games, SoulSilver would be in the top 5, only just below Platinum. So it sucks that my house was suffering internet outages (around the 19th-24th) while I was supposed to be playing this game. And since gen 4 is the slowest of all the games, that DOUBLY sucks. So I had to devote valuable time to fixing that, and ended up not getting to play the Kanto section of this game. That sucks, but since I already went through this with Crystal, so I'm not too fussed. Other than the circumstances, this wasn't too different from Crystal, although my team choices were a lot better
Yada, yada, yada, notes:
The team I used: Feraligatr, Ampharos, Togekiss, Houndoom, Exeggcutor, Mamoswine

WHITE & WHITE 2

(I'm combining the two because I don't have a lot to say about them individually)
So as a child, I really disliked White, because I was a child who couldn't appreciate how much effort was put into them, and I was upset I couldn't use any of my old favorites. But as an adult, I can really understand the work behind it, or at least behind White 1. Although I still say the lack of options in White 1 is a major downside, since anybody who's not challenging themselves are gonna have some combination of the same 15-ish Pokémon on the story campaign. But while the 2nd game has a better Pokémon choice, the story is also factually worse, so pick your poison. But back to the point, I really enjoyed these games. A lot more than I did when I was younger, anyways
So here's my extra notes; two for each game:
(White)
(White 2)
The team I used for White 1: Serperior, Swoobat, Excadrill, Scolipede, Carracosta, Chandelure
The team I used for White 2: Emboar, Azumarill, Crobat, Sigilyph, Sawsbuck, Escavalier

X

A lot of my friends consider X/Y some of the worst games in the franchise, and while they may have a point, I still enjoy them a lot more than... another title we'll be talking about later. Personally, I think the gameplay is pretty much a straight upgrade from Black/White, although the story... UGH. Easily the worst. Especially Team Flare. I could make an entire post about them, but to simplify: They're a team all about style, yet their admins are way too overdesigned and forgettable to make a point. Instead of the cold uniformity of Team Galactic or the easily understood motives of Team Plasma, they're just a hot mess whose admins are completely forgettable. And Lysandre is just President Rose, but more obviously a villain and somehow more overdramatic
I had a loooooot of notes about this game, mostly about Team Flare, but here's what I condensed it down to:
The team I used: Chesnaught, Talonflame, Florges, Meowstic, Barbaracle, Goodra

OMEGA RUBY

(So a quick preface, I actually played Ultra Moon before Omega Ruby, since the cartridge I had was corrupted, so I played UM while I waited for my new cart to arrive. Just thought I'd mention it)
So Alpha Sapphire was is in the top 5 games for me, alongside Platinum and SoulSilver. Which is why I'm kinda surprised that this is the game I spent the least time on (17 hours, 18 minutes), being one of the two games I spent less than 20 hours on. Which is absolutely strange to me, since I spent at least an hour grabbing useful TMs for the Elite Four and getting Heart Scales to remember moves, so it really should be higher. Whatever, what about the gameplay? Well, it was like Emerald, but the exact opposite, since I actually really enjoyed it. I don't have much else to say except Pelipper, Zangoose, and Cacturne were all surprisingly fun team members. Seriously, Cacturne might be my new favorite grass-type
Extra notes, blah blah blah:
The team I used was: Blaziken, Pelipper, Manectric, Aggron, Zangoose, Cacturne

ULTRA MOON

So I originally promised to play Sun and Ultra Sun in my original post, but some circumstances led me to cut it down to Ultra Moon. More details can be read about it in the Google Sheet, but trust me, I have my reasons. I decided to play the Ultra version because the bonus versions of the games are supposed to be the "definitive version" of the games. Not sure if I agree on that, since there's basically no difference between Sun and Moon and USUM, and what is different is sometimes worse than what it was. This isn't the time or place to review these games, but if you ever want to replay the Alola games, pick up Sun or Moon, and avoid USUM. As for my experience... I dunno, it was ok. I liked my team, had a few challenges, yeah yeah yeah. Look, this is like the 10th or 11th game I played, this whole thing's become routine at this point
But at least I got a few notes to add:
The team I used: Primarina, Lopunny, Alolan Muk, Ribombee, Alolan Marowak, Lurantis, Metagross

LET'S GO, EEVEE

UUGGHHHH. This is my least favorite game. I insisted on playing it, since it was technically a main series game, and that was a mistake. I forgot how hand-holding this game was. If you don't know what I'm talking about here's my example:
In the original games, you could immediately go from Lavender Town to Celadon, and then go into the Rocket base, no problem. Here, you have to go up the tower, see that there's ghosts, and then leave the tower (which to my knowledge, no other dungeon in Pokémon ever does) then go see Jessie and James talk out loud about the ROCKET HIDEOUT in the CELADON GAMES CORNER. Then when you get there, you can get close to them, and they'll talk out loud about the HIDDEN HIDEOUT with the SWITCH BEHIND THE POSTER
Also, the gym requirement thing is just dumb. The fact that the game requires you to have a grass/water-type to fight Brock or have a Pokémon at least level 45 before fighting Sabrina is insane, and makes it nearly impossible to lose. And Koga's requirement of catching 50 unique Pokémon is uniquely cruel in a game where there's only 150-ish Pokémon available, especially to people like me who just like to capture a core team and stop catching unique Pokémon
Even besides those, the catching mechanic was broken. Seriously, it was terrible. I had to throw the ball at a 90-degree angle to throw the ball at a target just a little off to the side. One time, I tossed the controller upwards to throw the ball, and it was a perfect throw. Uggghh, I don't even wanna talk about my experience, I just want to complain. So whatever, I'm moving on, no notes this time
The team I used: Eevee, Victreebel, Mr. Mime, Rhydon, Starmie, Magmar

SHIELD

I'll admit, I enjoyed this game more than I thought I would. Maybe it's just because it WASN'T Let's Go, or because it was so easy to grind up levels with wild area candies. Either way, this was my second-fastest game played, clocking in at exactly 20 hours played. If I devoted myself to it, I could've beaten this in two days. But since I've got nothing much else to talk about, I'd like to discuss the stories of these games. Because I think I've found the perfect metaphor for these "Poképlots." It's like there's a good story somewhere in there, but half of it we're told to stay out of because we're not adults, and the other half of the plot was ripped out of a better story and painstakingly refitted into the Poképlot format. And if you're wondering why I'm talking so much about the stories, it's because that's the only thing meaningfully different about these games at this point
Alright, one last set of notes:
The team I used: Inteleon, Boltund, Tsareena, Centiskorch, Perrserker, Grimmsnarl

CONCLUSION

So I ended up completing my challenge, but what was the point of this whole thing? Well, I wanted to try and revive my love for the Pokémon franchise, since the past few games have really burned me out on the series. So, did I accomplish that?
Yeah! Despite all the hard times and frustrating moments, this was actually really fun. I feel like I should hate Pokémon now, since I've literally spent the last month and a half doing nothing but playing the games, but no. I came out of this whole challenge with a greater enjoyment of the series and a few new favorite Pokémon. So... mission accomplished! Although I don't think I'm gonna play any Pokémon games until the Sinnoh remakes come out (whenever that happens). I'm not burned out, but I think I need some time away at this point
So... that's it. I'm done. It's over. Feels free to reply about how right/wrong I am with my opinions. Thank you for coming to my TED Talk
EDIT: I'm glad this blew up, all the discussions I've been having have been super interesting, especially since we're talking about literally any Pokémon game right now. Thanks for making this post so incredible with your replies, guys. I'm happy my experiment was so interesting to read about
submitted by ThePigeonManLyon to pokemon [link] [comments]

algo trading cryptocurrencies

tldr; I'm an algorithmic cryptocurrency trader with my own cross-exchange trading platform that is performing well(ish) and I'm looking for ideas, partners, investors etc to help me push it forward.
I've been trading cryptocurrencies programmatically since 2016 with some success. For about a year I made a modest living executing arbitrage trades across mostly fiat pairs using a bot hurredly hacked together in my spare time. As time went on the margins got lower and lower and eventually I turned the system off as it just wasn't profitable enough. I wasn't sure what to do, so I went back to my career in finance while I considered my options.
Skip to the present day and I have rebuilt everything from scratch. I now have a cloud hosted (GCP), fully functional trading platform and have some new algos that are running unsupervised 24x7. The platform is far from finished of course, and like all non-trivial solutions to non-trivial problems: it has bugs, both scaling and performance problems and has a number of unfinished features. However, it does work, and cruically: it's stable, performant and reliable. In the past 12 months it has traded over $4m (roughly 40,000 executed orders and 100,000 fill events), and 99.9% of these orders are generated by my algos.
I don't do arbitrage any more, though I may resurrect that algo as my exchange fees come down. My new algos are a little more sophisticated and they seem to reliably make a small profit (between 0.1% and 0.4%). I have a number of ideas cooking away for more algos, I'm just finding it difficult to manage my time. Both the platform and the algos need a lot of work and I only have one pair of hands.
I'm actively trading on 18 exchanges and adding a new one roughly every couple of weeks. The system records and reports every order, trade, balance change, transfer, fee etc in real time using the APIs offered by each exchange. Each new exchange presents a new set of problems. Some are easy to integrate and have fairly sensible APIs, but some definitely do not. Some exchanges have helpful support, some defiantly do not. Some of the APIs change over time, some do not (although sometimes I wish they would). The more exchanges I add the more difficult it is to keep the system behaving in an rational manner. Some exchanges are so bad, though a combination of API and support, that I've had to blacklist them.
With every exchange so far, and for varying reasons, I've had to implement both the streaming (websocket / fix) AND REST APIs in order to get a working solution. Exchanges don't typically do a great job with their APIs - some are astonishingly poor IMO, and have been for years. Some reputable exchanges do completely miss some really quite basic features. Some are internally inconsistent with things like error reporting. They all report fees differently and the way they charge fees varies greatly (some don't report the trade fees at all). Each exchange of course has it's own symbols for currencies and markets, and they also change over time (typically as a result of forked blockchains: BCC -> BCH -> BCHABC...). Some use different symbols between their own REST and websocket APIs. It's not uncommon for exchanges to delist markets, but surprisingly common for them it ignore the impact on users when they do so. It's also not uncommon for exchanges to delete your old orders after they close, but some exchanges will delete your trade data too after a relatively short period of time (good luck doing your tax returns). They all employ different strategies for rate limiting. Some have helpful metadata API calls, but most don't. And of course the API docs are often either missing, misleading or blatantly incorrect. Exchanges will routinely close markets, or suspend deposits and/or withdrawals of a certain currency (which has a huge impact on prices). The good ones with have API calls that reports this data, but there are very few good ones. I could go on but you get the picture.
My application currently trades around 50-100k USD per day, and I'm planning/hoping to scale this up to 1m USD per day in a year from now.
At any one moment it's managing about 100 to 300 concurrent open orders. The order management and trade reporting is the thing I've probably spent most time on. Having an accurate and timely order management system is vital to any trading system. My order sizes are relatively small and I have a pretty solid risk management system that prevents the algos from going crazy and building up large unwanted exposures. Having said that, the number of things that can go wrong is large, and when things do go wrong they tend to go VERY wrong VERY quickly... usually while I'm out walking the dog.
I measure and record pretty much every aspect of the system so that I know when and where the time is being spent. Auditing is key. My system isn't what you'd call lightning fast right now. I don't think you would want to use it for high frequency trading. But I firmly believe that knowing where the time is being spent is over half the battle, so that's what I'm focusing on right now. Reducing latency and increasing throughput are always in the back of my mind, and although I've never intentionally designed the system to be fast, I make sure not to do anything that would needlessly slow it down.
The platform itself is built on asynchronous messaging. It is backed by a cloud hosted SQL database and (apart from the database) all components have redundancy. It's running on a hand made cluster of 12 low cost servers, but much of the workload is distributed to cloud functions. It costs me a few hundred USD per month but as I scale up I expect that to scale up accordingly.
I have a fairly basic front end (I'm not a UI person at all) built in react and firebase that I use to monitor and report the state of the system. It needs A LOT of work, but functionally it does what I need right now. I can see my orders, trades, portfolio, transfers etc in real time and I can browse and chart the market data that the system is collecting. One feature it has that I am very pleased with is the trade entry form for manual trading (its surprisingly nuanced).
I only trade on spot markets right now, so other markets (derivates, lending etc) are not supported. Until I have an idea for a algo that trades in these markets I won't be adding them. And currently I only trade on the old fashioned, centralised exchanges.
I'm writing this because I'm looking for ideas, partners, investors or even customers. I think the system has value, and it's time to move to the next level, whatever that may be. If you have an idea for an algo, adding them to the system is trivial now and if we could work out some sort of profit sharing I'd be keen to discuss it (and happy to sign an NDA of course). Feel free to reach out to me privately if you want to discuss anything.
submitted by iampomo to algotrading [link] [comments]

The results are in for: LEAST Valuable Player

The NBA league office announced that all awards will be officially based on play PRIOR to the bubble. With that, the cases are locked, the campaigns are closed, and the voting will begin.
While the media may focus on the MVP award and other prestigious honors, reddit has the distinct honor of awarding the LVP. The LEAST Valuable Player. It's a tradition that dates back to 2016-17, when aging Indiana SG Monta Ellis won the inaugural trophy and then promptly disappeared from the NBA forever. In 2017-18, Minnesota SG Jamal Crawford won the (dis)honor with some incredibly bad defensive numbers. Last season, New Orleans SF Solomon Hill won LVP by helping to sink a drowning team and accelerating Anthony Davis' decision to fly the coop.
Before we announce this year's winner, let's review the criteria and caveats:
--- Obviously, the worst players in the league are the ones who sit at the end of the bench and don't get any playing time. However, this award focuses on players who log a decent amount of minutes and consequently affected their team's play the most. Simply put: the more you play, the more damage you can do.
--- And that actual "damage" is important. If you're on a tanking team, no one cares about your poor play; it may even be a positive. I'm also ignoring young players (under 21) who are still developing and can't be expected to be solid players yet.
--- Similarly, we don't want to judge players within the context of their salary any more than the actual MVP does. We also do not weigh in injuries either. For example, the Wizards would have a hard time competing with John Wall on the sidelines (0 games played, $32M in salary), but we want to focus on players' on-court performance instead.
dishonorable mentions
PG Mike Conley, Utah: 28.6 minutes per game, -0.80 RPM
We're using Mike Conley to reiterate that the LVP does NOT factor salary into the equation any more than the MVP does. But if it did, Mike Conley and his $33M salary may be in trouble.
It was a disastrous start to the season for Conley. Playing in a new role as a second fiddle to another guard, he could never find his groove. His assists plummeted (down to 4.3 per game), his free-throw attempts cut in half (from 5.8 to 2.9), and he only shot 42.9% from two-point range. That said, he still shot pretty well from 3 (37.6%) and played OK defense, keeping him off our official ballot.
SF Miles Bridges, Charlotte: 30.7 minutes per game, -2.68 RPM
Like Mike Conley, Miles Bridges seems like a great guy whom you'd hate to criticize. Alas, that's our exercise here. Caught in between positions, Bridges hasn't been able to figure out his rhythm on offense in the NBA either. He hasn't shot well (33% from three, 48.6% from two) and doesn't get to the line enough (2.0 FTA) to make up for it. The advanced stats get even worse from there (although to be fair, they get dragged down by playing in a bad starting lineup.)
Fortunately for him, Bridges is spared by his youth. At 22, he's technically over our "21 year old" threshold, but it still feels unfair to pick on his growing pains as a sophomore. Perhaps in time, he can find a role that can take advantage of his athleticism and talent. But be warned: the clock is ticking. We're taking the kid gloves off soon. Bridges and fellow analytics-allergic Kevin Knox (-7.7 RPM!) will be entering Year 3 next season and will need to step their games up to avoid LVP discussion.
SF Kyle Kuzma, L.A. Lakers: 24.6 minutes per game, -0.74 RPM
Kyle Kuzma can score if need be, but his skill set never made him a natural fit to play third banana to superstars like LeBron James and Anthony Davis. He's not a 3+D player -- he's more of a no-3 (30% this year) no-D player. At the same time, the LVP is about negative impact, and it's hard to find much of consequence here. After all, the Lakers still finished with the # 1 record in the West. Kuzma struggling to find his way is like a tree falling in the woods or a person farting in an empty elevator – ultimately it didn't matter.
SF Andre Iguodala, Memphis/Miami
It feels like ancient history now, but this past offseason, the Memphis Grizzlies acquired Andre Iguodala in a trade (under the presumption he may be dealt again.) According to official reports, Iguodala and the Grizzlies MUTUALLY decided that he wouldn't play for Memphis and wouldn't even report to the team in the meantime. Okay. Fine. We'll go along with that.
Still, that situation leaves a sour taste in the LVP headquarters. Memphis turned out to be better than expected, and could have used an extra rotational player. And even if Iguodala wouldn't have helped much on the court, he could have been a valuable mentor for their young kids. That's the least you can expect for a nice $15M in salary.
our official top 5 LVP ballot
(5) PF Anthony Tolliver (POR, SAC, MEM): 15.6 minutes per game, -3.60 RPM
I've always had a soft spot for the wise ol' owl, Anthony Tolliver. He's reportedly a great teammate and locker room presence. He also started to develop into an effective stretch four towards the end of this career.
But alas, the end of his career may have snuck up on us sooner than we expected. Tolliver disappointed for Minnesota last season, and completely flopped in his return to Portland. At age 34, he doesn't seem to be a viable rotation player anymore. He didn't play quite enough to merit LVP, but he still played more than he should have.
There's a chance Tolliver comes back next year to serve as a veteran mentor and pseudo-assistant coach somewhere, but it's more likely that he retires. If he does, he'll have played for 10 different franchises in his not-so-illustrious but very respectable career.
(4) SG Bryn Forbes, San Antonio: 25.1 minutes per game, -0.95 RPM
The NBA is all about shooting these days, and Bryn Forbes can shoot. He's hit an even 40.0% from three during his NBA career so far, and wasn't too far removed from that this season with 38.8% on 6.0 attempts per game. As a result, his true shooting percentage (57%) was above average. The Spurs lacked spacers, and Forbes fit that bill.
So what's the problem...? Turns out, basketball is more than a halfcourt game. And whenever the ball crosses that pesky midcourt line, Bryn Forbes starts to become a liability.
At only 6'3", Forbes is undersized to play the SG position, which is where the Spurs played him 74% of the time (according to basketball-reference.) Partly due to those athletic limitations, he only registered 0.5 steals per game, and blocked a grand total of 0 shots in his 1579 minutes of action. The advanced stats get ugly; Forbes ranks near the bottom at his position in DRPM, DBPM, all the alphabet formulas that you can cook up.
At the end of the day, LVP is about negative impact, and there's plenty here. Forbes is not a bad player in a vacuum, but he did not help the Spurs this year. In fact, their undersized lineup is a big reason why they're struggling so much on defense (25th in the NBA). As a direct result, they're on track to miss the playoffs for the first time in decades.
(3) SF Mario Hezonja, Portland: 16.3 minutes per game, -2.79 RPM
During the entire run of the Damian Lillard - C.J. McCollum era, Portland has struggled to figure out their wing rotation. That would be tested even more this season, with familiar faces like Moe Harkless, Al-Farouq Aminu, and Evan Turner slipping out the door. The trials and tribulations kept coming like Damian Lillard was Job, as injuries ravaged the Blazers' new depth chart. The team didn't need a star to emerge at forward -- but they needed somebody. Anybody.
In theory, that player should have been Mario Hezonja, a former lottery pick and a live body with good athleticism and size at 6'8". Signed this summer for a modest price ($1.7M), Hezonja had the chance to jumpstart his NBA career with a major opportunity on the team. Instead, he flopped like Marcus Smart taking a phantom elbow.
Hezonja's biggest problem is that, at age 25, he still hasn't found his feel on the court. He's not a good shooter (32.8% from three), and doesn't use his athleticism to find his way to the line (1.1 attempts per game.) He was a non-factor (5 PPG, 3 RPG) on a team that desperately needed him to step up. In fact, the Blazers were so desperate for help that they not only signed Carmelo Anthony, but they played him over 32 minutes a game.
Again, we see a real "LVP" candidacy here with a direct effect on the standings. The Blazers' getting a big fat nothing from Hezonja was a major part of their struggle to get to .500 this season.
(2) C Dewayne Dedmon, SAC/ATL: 17.6 minutes per game, -2.51 RPM
We're not supposed to factor in salaries into this equation, but Dewayne Dedmon's situation merits a mention for context. The Sacramento Kings signed the big man to a head-scratching 3-year, $40M deal this summer (seriously.) Clearly, GM Vlade Divac thought his young Kings were only a few veterans away from making the playoffs, bringing in (and over-paying) Dedmon, Cory Joseph, and Trevor Ariza.
Among the three, Dedmon turned out to be the most disappointing for several reasons. He didn't play well to start the season, and got usurped in the rotation by underrated Richaun Holmes. Rather than suck it up, take a deep breath, and take a relaxing dive in his new Scrooge McDuck money pool, Dedmon started to whine and complain and push for a trade. For a team that was struggling, Dedmon's headache became the last thing they needed. Ultimately, they ditched him back to where he came from in Atlanta.
Now, being difficult and being a prima donna isn't enough to get you LVP honors. You have to stink on the court as well. And sure enough, Dedmon started to check those boxes. Billed as a stretch five after hitting some threes in Atlanta, Dedmon lost his shot in the SMF airport baggage claim. He shot only 19.7% from three for the Kings, registering a 47.3% true shooting percentage on the season. His defense is OK, but it's not good enough make up for his poor offensive play. He's not bad enough to get LVP, but he hurt his team this year.
(1) PG Isaiah Thomas, Washington: 23.1 minutes per game, -2.75 RPM
We've awarded three LVP trophies in the past, and a familiar pattern is starting to emerge. The most dangerous players aren't necessarily the bad players; they're the players who used to be good. Because of their prior success, they tend to get overplayed by their coaches and drag their teams down with them.
It wasn't too long ago that Isaiah Thomas found himself in the MVP conversation for the Boston Celtics, as his incredible shotmaking helped make up for any defensive limitations he may have as a 5'9" player. That said, a small player like Thomas is always going to have a thin margin for error to remain a winning player. He needs to be GREAT offensively to make up for his defense. Unfortunately, his offense has not been great since his infamous injury. He can still make shots (hitting 41.3% of his threes), but he's not getting inside the paint and not getting to the free-throw line (1.9 attempts per game.) As a result, his true-shooting percentage lagged to 53.1%, well below league average.
If Isaiah Thomas isn't making scoring efficiently, then what is he doing to help a team win? He's not a great distributor (3.7 assists per game.) He's a very poor rebounder (1.7 per game.) And yes, that defense is still a major problem. According to ESPN's RPM metric, Thomas graded as a -4.2 impact per 100 possessions, the second worst in the league at PG after Trae Young. Basketball-reference lists his "defensive rating" at 121. For comparison's sake, the worst team defense in the league still held teams under 116. (That worst team? The Wizards.)
You can make an argument that there's still a place for Thomas in the NBA as a sparkplug scorer off the bench. Alas, that's not how the Wizards had been using him this season. He started 37 of 40 games for the team. Largely as a result of that, the Wizards' starting lineup was atrocious defensively. Fellow starters like Bradley Beal and Rui Hachimura ranked toward the bottom of their position in defensive metrics as well. When your lineup stinks defensively, a good coach may look in the mirror and say: hey, maybe we need a change here. Sadly, quick reactions are not Scottie Brooks' strong suit. He has the type of sloth-like speed that even frustrate workers at the DMV. The Wizards eventually dumped IT, but it took far too long to make that shift.
To be fair, the Wizards' options at point guard were limited with John Wall injured. Veteran Ish Smith is mediocre right now, and Shabazz Napier arrived late in the season. Still, the point here is: almost any competent point guard (like a Napier) would have helped the Wizards more than Isaiah Thomas. He had become a negative for them. The cold hard truth is that: it's very difficult to win basketball games with Thomas starting. And given that, he is our official LVP.
submitted by ZandrickEllison to nba [link] [comments]

$PSTG: PURE STORAGE for them, PURE TENDIES for you

$PSTG: PURE STORAGE for them, PURE TENDIES for you
This is actually my first DD I've ever posted so fuck you and forgive me if this doesn't work out for you.I've been looking at $PSTG for a while now and if my buying power didn't get so fucked from my decision to buy 8/7 UBER puts, I would have been already all over this play.
What had got me looking into Pure Storage was an unusual options activity alert. I've looked into this company before but didn't entirely understand what they do. Now after looking at them again, I'm still not exactly sure wtf they do....BUT I've gotten a better clue. Basically what I got from my research is that these guys fuck with "all-FLASH data storage solutions (enabling cloud solutions and other low-latency applications where tape/disk storage does not meet the needs)."......and ultimately what this all means to me is that these are the motherfuckers making those stupid fast laser money printers with the rocket ships attached. And that's something I'm interested in.
Now, here is the DailyDick you all degenerates have all been fiending for:
Fundamentally: PureStorage remains one of the few hardware companies in tech that is consistently growing double motherfucking digits, yet remains constantly cucked and neglected by investors (trading at 1.9x EV/Sales).
https://preview.redd.it/ek7ugjsewnf51.png?width=1118&format=png&auto=webp&s=f9c7e72c95e450a105e44223937422d896eeeb21
The 36 Months beta value for PSTG stock is at 1.62. 74% Buy Rating on RH. PSTG has a short float of 7.28% and public float of 243.36M with average trading volume of 3.16M shares. This was trading at around $18 on Wednesday 8/5 when I started writing this and as of right now, it's about $17.33 💸
The company has a market capitalization of ~$4.6 billion. In the last quarter, PSTG reported a ballin'-ass profit of $256.82 million. Pure Storage also saw revenues increase to $367.12 million. IMO, they should rename themselves PURE PROFIT. As of 04-2020, they got the cash monies flowing at $11.32 million . The company’s EBITDA came in at -$62.81 million which compares very fucking well among its dinosaur ass peers like HPE, Dell, IBM and NetApp. Pure Storage keeps taking market share from them old farts while growing the chad-like revenue #s of 33% in F2019, 21% in F2020, and 12% in F1Q21.
Chart of their financial growth since IPO in 2015:
https://preview.redd.it/gwlmy82v4nf51.png?width=640&format=png&auto=webp&s=b6508cd5f641da4086b70d8b8007da034e982fd7
At the end of last quarter, Pure Storage had cash, cash equivalents and marketable securities of $1.274B, compared with $1.299B as of Feb 2, 2020. The total Debt to Equity ratio for PSTG is recording at 0.64 and as of 8/6, Long term Debt to Equity ratio is at 0.64.Earning highlights from last quarter:
  • Revenue $367.1 million, up 12% year-over-year
  • Subscription Services revenue $120.2 million, up 37% year-over-year
  • GAAP gross margin 70.0%; non-GAAP gross margin 71.9%
  • GAAP operating loss $(84.9) million; non-GAAP operating loss $(5.4) million
  • Operating cash flow was $35.1 million, up $28.5 million year-over-year
  • Free cash flow was $11.3 million, up $29.0 million year-over-year
  • Total cash and investments of $1.3 billion
I bolded the Subscription Services Revenue bullet because to me that's a big deal. Pure Storage keeps them coming back with products such as Pure-as-a-service and Cloud Block Store and everybody knows that the recurring revenue model is best model. Big ass enterprises buy storage from vendors such as Pure Storage in the cloud to prevent vendor lock-in by the cloud providers. $$$ >!💰<
What are Pure Storage's other revenue drivers? Well these motherfuckers also have the products to address the growth of Cloud storage as well as the products to drive the growth of on-prem storage. For on-prem data center, Pure sells Flash Array to address block storage workloads (for databases and other mission-critical workloads) and FlashBlade for unstructured or file data workloads. On-prem storage revenue is mainly driven by legacy storage array replacement cycle.
https://preview.redd.it/01su6chrwnf51.png?width=1129&format=png&auto=webp&s=16e6a705f9392291bc0c3932c815802d9101365e
So far, it seems like Pure Storage's obviously passionate and smart as fuck CEO has been spot on with his prediction of the flash storage sector's direction. Also seems like he's not camera shy either. Pure Storage's "Pure-as-a-Service and Cloud Block Store" unified subscription offerings is fo sho gaining momentum it. This shit is catching on with enterprises, both big and small. COVID-19 increased the acceleration of our digital transformation and the subsequent shift to the cloud. This increased demand in data-centers is going to drastically help Pure Storage's future top and bottom line. To top it off, NAND prices are recovering! (inferred from MU earnings). I expect Pure Storage to get some relief on the pricing front because of this which obviously in turn should improve revenues.
PSTG's numbers look pretty good to me so far but are they a good company overall? Even when scalping and trading, I don't like to fuck with overall shitty companies so I always check for basic things like customer satisfaction, analyst ratings/targets, broad-view industry trends, and hedge fund positioning.. that sort of thing.Pure Storage stands out in all of these fields for me.
https://preview.redd.it/4n0e5nve5of51.png?width=373&format=png&auto=webp&s=495416bb6f5a2dab77f3ac483ca4d9510b39037c
Customers like Dominos Pizza and many others all seem to be happy AF with no issues. I can hardly even find a negative review online. Their products seems to be universally applauded. Gartner and other third party independent analysts also consider Pure Storage's product line-up some of the best in the industry.
The industry average for this sector is a piss poor 65.Pure Storage has a 2020 Net Promoter Score of 86
https://preview.redd.it/3w51io8yvmf51.png?width=698&format=png&auto=webp&s=4f7d06825d0ad9d126216e5069af2f9c3636f86a
Enterprises are upgrading their existing storage infrastructure with newer and more modern data arrays, based on NAND flash. They do this because they're forced to keep up with the increasing speed of business inter-connectivity. This shit is the 5g revolution sort to speak of the corporate business world. Storage demands and needs aren't changing because of the pandemic and isn't changing in the future. The newer storage arrays are smaller, consume less power, are less noisy and do not generate excess heat in the data center and hence do not need to be cooled like the fat fucks at IBM need to be. Flash storage arrays in general are cheaper to operate and are extremely fast, speeding up applications. Pure Storage by all accounts makes the best storage arrays in the industry and continues to grow faster than the old school storage vendors like bitchass NetApp, Dell, HPE and IBM.
Pure Storage’s market share was 12.7% in C1Q20 and was up from 10.1% in the prior year - LIKE A PROPER HIGH GROWTH COMPANY.HPE, NetApp and IBM, like the losers they are, lost market share.According to blocksandfiles.com, AFA vendor market share sizes and shifts are paraphrased below:
  • “Dell EMC – 34.8% (calculated $766m) vs. 33.7% a year ago
  • NetApp – 19.3% at $425m vs. 26.7% a year ago
  • Pure Storage – 12.7% at calculated $279.7m vs. 10.1% a year ago
  • HPE – 8.4% – $185m vs. 10% a year ago"
Pure has been gaining marketshare almost every year since it began selling storage arrays in 2011. Pure Storage is consistently rated the highest for the completeness of vision as this chart shows:
https://preview.redd.it/5agj17gcgnf51.png?width=428&format=png&auto=webp&s=da9c6389baccab85261d6e0f71b3474e84b90d3c
Hedge Funds are on this like flies on shit.
Alliancebernstein L.P. grew its position in Pure Storage by 0.5% in the 4th quarter. Alliancebernstein L.P. now owns 104,390 shares of the technology company’s stock worth $1,786,000 after purchasing an additional 560 shares during the last quarter.
Legal & General Group Plc grew its position in Pure Storage by 0.3% in the 1st quarter. Legal & General Group Plc now owns 258,791 shares of the technology company’s stock worth $3,213,000 after purchasing an additional 753 shares during the last quarter.
Sunbelt Securities Inc. acquired a new stake in Pure Storage in the 4th quarter worth $4,106,000.
CENTRAL TRUST Co grew its position in Pure Storage by 79.8% in the 2nd quarter. CENTRAL TRUST Co now owns 3,226 shares of the technology company’s stock worth $56,000 after purchasing an additional 1,432 shares during the last quarter.
Northwestern Mutual Wealth Management Co. grew its position in Pure Storage by 203.0% in the 1st quarter. Northwestern Mutual Wealth Management Co. now owns 2,312 shares of the technology company’s stock worth $28,000 after purchasing an additional 1,549 shares during the last quarter.
Also, everybody's favorite wall street TSLA bull, Cathie Wood has been busy steadily purchasing big lots of PSTG for her ARK ETF funds for a while now...Even going as far as selling TSLA in order to re-balance!
https://preview.redd.it/zjxuakjosnf51.png?width=1125&format=png&auto=webp&s=f34abdd3b35791eb207d31d72ea0f6fb11beec30
https://preview.redd.it/bkf1uzb2tmf51.png?width=2048&format=png&auto=webp&s=a9870ec41cfb4ce468ba61d83f2f8a4151927a4e
Hedge funds and other institutional investors own 78.93% of the company’s stock and it seems like more are piling in every day.
Tons of active options, too -Pretty good volume lately with the spreads looking decent.
Over 5,000 September $20 Calls added just on 8/3 alone 🤔
Order flow helps my thesis here, showing a recent influx of big dick money moving into PSTG.
https://preview.redd.it/liychuhblnf51.png?width=592&format=png&auto=webp&s=ca6a60d54a9eb8bd9e32e0ef70992b8282c29e70
Google Search Trends showing uptick in interest: SPY420 baby
https://preview.redd.it/joo0b9wxinf51.png?width=1710&format=png&auto=webp&s=24eb18f18be18b9b771ff1911c09c5479ba2f1a0
Robinhood Trends showing the YOLO is trending up
https://preview.redd.it/4gk5yjdxmnf51.png?width=1538&format=png&auto=webp&s=76c4b114c133c493c84386d1705f85229f5f7d44
Increased job postings on LinkedIn all across the globe, further supporting the idea that Pure Cloud Adoption is looking strong.
https://preview.redd.it/5zenasprznf51.png?width=1092&format=png&auto=webp&s=a492e227e2208fe89925c9b7fe365634f7ffde6a
Technically: This broke out through down-trend line a couple of days ago and as of right now looks to be pretty oversold. Looks like its found support at the 50 DMA and zooming out , the chart just looks like to me that it's coiling up for a big breakout.
https://preview.redd.it/wxtz8minmnf51.png?width=1208&format=png&auto=webp&s=7baabbd3e8f97dfc8bd0d5bfa512613c2eea4921
These fucking shorts are going to get squeezed out hard. Potential short squeeze coming?
https://preview.redd.it/lh8lp08funf51.png?width=1533&format=png&auto=webp&s=921b6684369e25e94f00ed96a404458028e540c8
**So what's the play?**I'd like to see RSI break out of the downtrend and the divergence between price & momentum ends at some point. If/when RSI breaks out, I want to play this thing aggressively with bullish call calendar spreads....THAT IS IF I HAD SOME FUCKING BUYING POWER (FUCK YOU UBER)....Soooo really what I'll be doing is asking my wife's boyfriend sometime this weekend for a loan. That way on Monday I can buy some $PSTG 9/18 $17.5 & $20 calls at open and YOLO my saddness away for a week.God forbid, I might even buy of those things called "shares" I heard about from /investing if at all possible because in all honesty, I really do feel like this is a good company to hold in a long term growth portfolio.Pure Storage is NOT looking like your average KODK prostitute to flip or scalp and actually more like someone you'd bring home to your dads.
EARNING DATE: 8/25
Pure Storage has a history of beating estimates and rocketing up. Over the last 20 quarters, the company beat revenue 17 quarters by an average of $4.9 million or about 3%. Out of the three times that the company missed on revenues, once was due to supply fuck-ups at one of its distributors and the other two times were due to Average Selling Prices declining faster than the company forecasted. Higher-than-expected ASP declines (due to NAND oversupply) is one of the risks of the storage business...but then again NAND prices look to be recovering now if MU's earning isn't fucking with us and telling us fibs. Big money is forecasting revenue to be around $396 million, essentially flat year-over-year, and EPS of a disrespectful ass penny....Fuck that conservative ass guidance! I think PSTG is going to blow that shit out the water. This chart shows Pure Storage’s past performance and we all know for sure that past performance = future results.....right?
https://preview.redd.it/4xflpezdhnf51.png?width=623&format=png&auto=webp&s=c1660a80a1a1821ef8098791a8cee632e25f1445
My Prediction: After ER8/25, Pure Storage will hit new 52 week highs.$20.50 - $23.50 is my guess. Bold prediction, $27.50+ by the EOY and $50 by December 2021.
tldr: PSTG 9/18 $17.5 & $20 calls

edit: for those that bought into this, I'm in this with you!
Let's pray for a rebound next week. also, Fuck Cisco!
submitted by OnYourSide to wallstreetbets [link] [comments]

[NYTimes] Sources describe horror stories of young and inexperienced investors on Robinhood, many engaging in riskier trades at far higher volumes than at other firms

https://www.nytimes.com/2020/07/08/technology/robinhood-risky-trading.html
Richard Dobatse, a Navy medic in San Diego, dabbled infrequently in stock trading. But his behavior changed in 2017 when he signed up for Robinhood, a trading app that made buying and selling stocks simple and seemingly free.
Mr. Dobatse, now 32, said he had been charmed by Robinhood’s one-click trading, easy access to complex investment products, and features like falling confetti and emoji-filled phone notifications that made it feel like a game. After funding his account with $15,000 in credit card advances, he began spending more time on the app.
As he repeatedly lost money, Mr. Dobatse took out two $30,000 home equity loans so he could buy and sell more speculative stocks and options, hoping to pay off his debts. His account value shot above $1 million this year — but almost all of that recently disappeared. This week, his balance was $6,956.
“When he is doing his trading, he won’t want to eat,” said his wife, Tashika Dobatse, with whom he has three children. “He would have nightmares.”
Millions of young Americans have begun investing in recent years through Robinhood, which was founded in 2013 with a sales pitch of no trading fees or account minimums. The ease of trading has turned it into a cultural phenomenon and a Silicon Valley darling, with the start-up climbing to an $8.3 billion valuation. It has been one of the tech industry’s biggest growth stories in the recent market turmoil.
But at least part of Robinhood’s success appears to have been built on a Silicon Valley playbook of behavioral nudges and push notifications, which has drawn inexperienced investors into the riskiest trading, according to an analysis of industry data and legal filings, as well as interviews with nine current and former Robinhood employees and more than a dozen customers. And the more that customers engaged in such behavior, the better it was for the company, the data shows.
Thanks for reading The Times. Subscribe to The Times More than at any other retail brokerage firm, Robinhood’s users trade the riskiest products and at the fastest pace, according to an analysis of new filings from nine brokerage firms by the research firm Alphacution for The New York Times.
In the first three months of 2020, Robinhood users traded nine times as many shares as E-Trade customers, and 40 times as many shares as Charles Schwab customers, per dollar in the average customer account in the most recent quarter. They also bought and sold 88 times as many risky options contracts as Schwab customers, relative to the average account size, according to the analysis.
The more often small investors trade stocks, the worse their returns are likely to be, studies have shown. The returns are even worse when they get involved with options, research has found.
This kind of trading, where a few minutes can mean the difference between winning and losing, was particularly hazardous on Robinhood because the firm has experienced an unusual number of technology issues, public records show. Some Robinhood employees, who declined to be identified for fear of retaliation, said the company failed to provide adequate guardrails and technology to support its customers.
Those dangers came into focus last month when Alex Kearns, 20, a college student in Nebraska, killed himself after he logged into the app and saw that his balance had dropped to negative $730,000. The figure was high partly because of some incomplete trades.
“There was no intention to be assigned this much and take this much risk,” Mr. Kearns wrote in his suicide note, which a family member posted on Twitter.
Like Mr. Kearns, Robinhood’s average customer is young and lacks investing know-how. The average age is 31, the company said, and half of its customers had never invested before.
Some have visited Robinhood’s headquarters in Menlo Park, Calif., in recent years to confront the staff about their losses, said four employees who witnessed the incidents. This year, they said, the start-up installed bulletproof glass at the front entrance.
“They encourage people to go from training wheels to driving motorcycles,” Scott Smith, who tracks brokerage firms at the financial consulting firm Cerulli, said of Robinhood. “Over the long term, it’s like trying to beat the casino.”
At the core of Robinhood’s business is an incentive to encourage more trading. It does not charge fees for trading, but it is still paid more if its customers trade more.
That’s because it makes money through a complex practice known as “payment for order flow.” Each time a Robinhood customer trades, Wall Street firms actually buy or sell the shares and determine what price the customer gets. These firms pay Robinhood for the right to do this, because they then engage in a form of arbitrage by trying to buy or sell the stock for a profit over what they give the Robinhood customer.
This practice is not new, and retail brokers such as E-Trade and Schwab also do it. But Robinhood makes significantly more than they do for each stock share and options contract sent to the professional trading firms, the filings show.
For each share of stock traded, Robinhood made four to 15 times more than Schwab in the most recent quarter, according to the filings. In total, Robinhood got $18,955 from the trading firms for every dollar in the average customer account, while Schwab made $195, the Alphacution analysis shows. Industry experts said this was most likely because the trading firms believed they could score the easiest profits from Robinhood customers.
Vlad Tenev, a founder and co-chief executive of Robinhood, said in an interview that even with some of its customers losing money, young Americans risked greater losses by not investing in stocks at all. Not participating in the markets “ultimately contributed to the sort of the massive inequalities that we’re seeing in society,” he said.
Mr. Tenev said only 12 percent of the traders active on Robinhood each month used options, which allow people to bet on where the price of a specific stock will be on a specific day and multiply that by 100. He said the company had added educational content on how to invest safely.
He declined to comment on why Robinhood makes more than its competitors from the Wall Street firms. The company also declined to comment on Mr. Dobatse or provide data on its customers’ performance.
Robinhood does not force people to trade, of course. But its success at getting them do so has been highlighted internally. In June, the actor Ashton Kutcher, who has invested in Robinhood, attended one of the company’s weekly staff meetings on Zoom and celebrated its success by comparing it to gambling websites, said three people who were on the call.
Mr. Kutcher said in a statement that his comment “was not intended to be a comparison of business models nor the experience Robinhood provides its customers” and that it referred “to the current growth metrics.” He added that he was “absolutely not insinuating that Robinhood was a gambling platform.”
ImageRobinhood’s co-founders and co-chief executives, Baiju Bhatt, left, and Vlad Tenev, created the company to make investing accessible to everyone. Robinhood’s co-founders and co-chief executives, Baiju Bhatt, left, and Vlad Tenev, created the company to make investing accessible to everyone.Credit...via Reuters Robinhood was founded by Mr. Tenev and Baiju Bhatt, two children of immigrants who met at Stanford University in 2005. After teaming up on several ventures, including a high-speed trading firm, they were inspired by the Occupy Wall Street movement to create a company that would make finance more accessible, they said. They named the start-up Robinhood after the English outlaw who stole from the rich and gave to the poor.
Robinhood eliminated trading fees while most brokerage firms charged $10 or more for a trade. It also added features to make investing more like a game. New members were given a free share of stock, but only after they scratched off images that looked like a lottery ticket.
The app is simple to use. The home screen has a list of trendy stocks. If a customer touches one of them, a green button pops up with the word “trade,” skipping many of the steps that other firms require.
Robinhood initially offered only stock trading. Over time, it added options trading and margin loans, which make it possible to turbocharge investment gains — and to supersize losses.
The app advertises options with the tagline “quick, straightforward & free.” Customers who want to trade options answer just a few multiple-choice questions. Beginners are legally barred from trading options, but those who click that they have no investing experience are coached by the app on how to change the answer to “not much” experience. Then people can immediately begin trading.
Before Robinhood added options trading in 2017, Mr. Bhatt scoffed at the idea that the company was letting investors take uninformed risks.
“The best thing we can say to those people is ‘Just do it,’” he told Business Insider at the time.
In May, Robinhood said it had 13 million accounts, up from 10 million at the end of 2019. Schwab said it had 12.7 million brokerage accounts in its latest filings; E-Trade reported 5.5 million.
That growth has kept the money flowing in from venture capitalists. Sequoia Capital and New Enterprise Associates are among those that have poured $1.3 billion into Robinhood. In May, the company received a fresh $280 million.
“Robinhood has made the financial markets accessible to the masses and, in turn, revolutionized the decades-old brokerage industry,” Andrew Reed, a partner at Sequoia, said after last month’s fund-raising.
Image Robinhood shows users that its options trading is free of commissions. Robinhood shows users that its options trading is free of commissions. Mr. Tenev has said Robinhood has invested in the best technology in the industry. But the risks of trading through the app have been compounded by its tech glitches.
In 2018, Robinhood released software that accidentally reversed the direction of options trades, giving customers the opposite outcome from what they expected. Last year, it mistakenly allowed people to borrow infinite money to multiply their bets, leading to some enormous gains and losses.
Robinhood’s website has also gone down more often than those of its rivals — 47 times since March for Robinhood and 10 times for Schwab — according to a Times analysis of data from Downdetector.com, which tracks website reliability. In March, the site was down for almost two days, just as stock prices were gyrating because of the coronavirus pandemic. Robinhood’s customers were unable to make trades to blunt the damage to their accounts.
Four Robinhood employees, who declined to be identified, said the outage was rooted in issues with the company’s phone app and servers. They said the start-up had underinvested in technology and moved too quickly rather than carefully.
Mr. Tenev said he could not talk about the outage beyond a company blog post that said it was “not acceptable.” Robinhood had recently made new technology investments, he said.
Plaintiffs who have sued over the outage said Robinhood had done little to respond to their losses. Unlike other brokers, the company has no phone number for customers to call.
Mr. Dobatse suffered his biggest losses in the March outage — $860,000, his records show. Robinhood did not respond to his emails, he said, adding that he planned to take his case to financial regulators for arbitration.
“They make it so easy for people that don’t know anything about stocks,” he said. “Then you go there and you start to lose money.”
submitted by jayatum to investing [link] [comments]

What has Trump actually done? I've done some research...

A little about myself: I have always been a right-leaning financially conservative liberal. Meaning I'm all for newer technologies. I want solar energy, electric cars, auto-driving technologies (Love Musk). I do care about our environment. I do believe LGBT relationships/marriage is awesome. I'm all for Black people having their fair style of policing as well. I hate Nazis, hate Communists, hate racism, sexism, abuse, etc. I hate hate. I love LOVE! I want our government to be LESS controlling and want less taxes. I do NOT believe we should be handing out welfare checks unless IF needed (you just lost a job, sure). If you are sitting on welfare for 10 years....that becomes a problem. I look at BOTH SIDES. I've signed up for newsletters/emails/facebook/twitter groups from both sides. However I've seen that the left has become a socialist groupthink mindset, for example omitting the word God in a few speeches....It's not a BIG deal but small unnoticed details may lead to big overhauls. The censorships of channels, the media attacking conservatives, people getting fired for just having a different political opinion...are you kidding me?? The media turning a blind eye to destruction yet talk about Coronavirus numbers and criminals that are resisting arrest get shot as the cop's fault...however we do need more police training. Cops are aggressive here (I do agree with my liberal friends on that). The double standard: letting people protest for BLM but when the Conservatives tried to protest to go back to work, at the beginning in March/April, they were at fault. Or how CA Gov Newsom stated "You're allowed to protest, but not allowed to have social gatherings"....isn't a protest a type of social gathering.
I don't like to be biased, but holy crap how much I've found what Trump has done for the past 3.5 years is insane!! My point is I look at both sides for politics. Anyways, I decided to do a full day's work with the help of some people to compile a list:
  1. Trump recently signed 3 bills to benefit Native people. One gives compensation to the Spokane tribe for loss of their lands in the mid-1900s, one funds Native language programs, and the third gives federal recognition to the Little Shell Tribe of Chippewa Indians in Montana.
  2. Trump finalized the creation of Space Force as our 6th Military branch.
  3. Trump signed a law to make cruelty to animals a federal felony so that animal abusers face tougher consequences.
  4. Violent crime has fallen every year he’s been in office after rising during the 2 years before he was elected.
  5. Trump signed a bill making CBD and Hemp legal.
  6. Trump’s EPA gave $100 million to fix the water infrastructure problem in Flint, Michigan.
  7. Under Trump’s leadership, in 2018 the U.S. surpassed Russia and Saudi Arabia to become the world’s largest producer of crude oil.
  8. Trump signed a law ending the gag orders on Pharmacists that prevented them from sharing money-saving information.
  9. Trump signed the “Allow States and Victims to Fight Online Sex Trafficking Act” (FOSTA), which includes the “Stop Enabling Sex Traffickers Act” (SESTA) which both give law enforcement and victims new tools to fight sex trafficking.
  10. Trump signed a bill to require airports to provide spaces for breastfeeding Moms.
  11. The 25% lowest-paid Americans enjoyed a 4.5% income boost in November 2019, which outpaces a 2.9% gain in earnings for the country's highest-paid workers.
  12. Low-wage workers are benefiting from higher minimum wages and from corporations that are increasing entry-level pay.
  13. Trump signed the biggest wilderness protection & conservation bill in a decade and designated 375,000 acres as protected land.
  14. Trump signed the Save our Seas Act which funds $10 million per year to clean tons of plastic & garbage from the ocean.
  15. He signed a bill this year allowing some drug imports from Canada so that prescription prices would go down.
  16. Trump signed an executive order this year that forces all healthcare providers to disclose the cost of their services so that Americans can comparison shop and know how much less providers charge insurance companies.
  17. When signing that bill he said no American should be blindsided by bills for medical services they never agreed to in advance.
  18. Hospitals will now be required to post their standard charges for services, which include the discounted price a hospital is willing to accept.
  19. In the eight years prior to President Trump’s inauguration, prescription drug prices increased by an average of 3.6% per year. Under Trump, drug prices have seen year-over-year declines in nine of the last ten months, with a 1.1% drop as of the most recent month.
  20. He created a White House VA Hotline to help veterans and principally staffed it with veterans and direct family members of veterans.
  21. VA employees are being held accountable for poor performance, with more than 4,000 VA employees removed, demoted, and suspended so far.
  22. Issued an executive order requiring the Secretaries of Defense, Homeland Security, and Veterans Affairs to submit a joint plan to provide veterans access to access to mental health treatment as they transition to civilian life.
  23. Because of a bill signed and championed by Trump, In 2020, most federal employees will see their pay increase by an average of 3.1% — the largest raise in more than 10 years.
  24. Trump signed into a law up to 12 weeks of paid parental leave for millions of federal workers.
  25. Trump administration will provide HIV prevention drugs for free to 200,000 uninsured patients per year for 11 years.
  26. All-time record sales during the 2019 holidays.
  27. Trump signed an order allowing small businesses to group together when buying insurance to get a better price
  28. President Trump signed the Preventing Maternal Deaths Act that provides funding for states to develop maternal mortality reviews to better understand maternal complications and identify solutions & largely focuses on reducing the higher mortality rates for Black Americans.
  29. In 2018, President Trump signed the groundbreaking First Step Act, a criminal justice bill which enacted reforms that make our justice system fairer and help former inmates successfully return to society.
  30. The First Step Act’s reforms addressed inequities in sentencing laws that disproportionately harmed Black Americans and reformed mandatory minimums that created unfair outcomes.
  31. The First Step Act expanded judicial discretion in sentencing of non-violent crimes.
  32. Over 90% of those benefitting from the retroactive sentencing reductions in the First Step Act are Black Americans.
  33. The First Step Act provides rehabilitative programs to inmates, helping them successfully rejoin society and not return to crime.
  34. Trump increased funding for Historically Black Colleges and Universities (HBCUs) by more than 14%.
  35. Trump signed legislation forgiving Hurricane Katrina debt that threatened HBCUs.
  36. New single-family home sales are up 31.6% in October 2019 compared to just one year ago.
  37. Made HBCUs a priority by creating the position of executive director of the White House Initiative on HBCUs.
  38. Trump received the Bipartisan Justice Award at a historically black college for his criminal justice reform accomplishments.
  39. The poverty rate fell to a 17-year low of 11.8% under the Trump administration as a result of a jobs-rich environment.
  40. Poverty rates for African-Americans and Hispanic-Americans have reached their lowest levels since the U.S. began collecting such data.
  41. President Trump signed a bill that creates five national monuments, expands several national parks, adds 1.3 million acres of wilderness, and permanently reauthorizes the Land and Water Conservation Fund.
  42. Trump’s USDA committed $124 Million to rebuild rural water infrastructure.
  43. Consumer confidence & small business confidence is at an all-time high.
  44. More than 7 million jobs created since election.
  45. More Americans are now employed than ever recorded before in our history.
  46. More than 400,000 manufacturing jobs created since his election.
  47. Trump appointed 5 openly gay ambassadors.
  48. Trump ordered Ric Grenell, his openly gay ambassador to Germany, to lead a global initiative to decriminalize homosexuality across the globe.
  49. Through Trump’s Anti-Trafficking Coordination Team (ACTeam) initiative, Federal law enforcement more than doubled convictions of human traffickers and increased the number of defendants charged by 75% in ACTeam districts.
  50. In 2018, the Department of Justice (DOJ) dismantled an organization that was the internet’s leading source of prostitution-related advertisements resulting in sex trafficking.
  51. Trump’s OMB published new anti-trafficking guidance for government procurement officials to more effectively combat human trafficking.
  52. Trump’s Immigration and Customs Enforcement’s Homeland Security Investigations arrested 1,588 criminals associated with Human Trafficking.
  53. Trump’s Department of Health and Human Services provided funding to support the National Human Trafficking Hotline to identify perpetrators and give victims the help they need.
  54. The hotline identified 16,862 potential human trafficking cases.
  55. Trump’s DOJ provided grants to organizations that support human trafficking victims – serving nearly 9,000 cases from July 1, 2017, to June 30, 2018.
  56. The Department of Homeland Security has hired more victim assistance specialists, helping victims get resources and support.
  57. President Trump has called on Congress to pass school choice legislation so that no child is trapped in a failing school because of his or her zip code.
  58. The President signed funding legislation in September 2018 that increased funding for school choice by $42 million.
  59. The tax cuts signed into law by President Trump promote school choice by allowing families to use 529 college savings plans for elementary and secondary education.
  60. Under his leadership ISIS has lost most of their territory and been largely dismantled.
  61. ISIS leader Abu Bakr Al-Baghdadi was killed.
  62. Signed the first Perkins CTE reauthorization since 2006, authorizing more than $1 billion for states each year to fund vocational and career education programs.
  63. Executive order expanding apprenticeship opportunities for students and workers.
  64. Trump issued an Executive Order prohibiting the U.S. government from discriminating against Christians or punishing expressions of faith.
  65. Signed an executive order that allows the government to withhold money from college campuses deemed to be anti-Semitic and who fail to combat anti-Semitism.
  66. President Trump ordered a halt to U.S. tax money going to international organizations that fund or perform abortions.
  67. Trump imposed sanctions on the socialists in Venezuela who have killed their citizens.
  68. Finalized new trade agreement with South Korea.
  69. Made a deal with the European Union to increase U.S. energy exports to Europe.
  70. Withdrew the U.S. from the job killing TPP deal.
  71. Secured $250 billion in new trade and investment deals in China and $12 billion in Vietnam.
  72. Okay’ d up to $12 billion in aid for farmers affected by unfair trade retaliation.
  73. Has had over a dozen US hostages freed, including those Obama could not get freed.
  74. Trump signed the Music Modernization Act, the biggest change to copyright law in decades.
  75. Trump secured Billions that will fund the building of a wall at our southern border.
  76. The Trump Administration is promoting second chance hiring to give former inmates the opportunity to live crime-free lives and find meaningful employment.
  77. Trump’s DOJ and the Board Of Prisons launched a new “Ready to Work Initiative” to help connect employers directly with former prisoners.
  78. President Trump’s historic tax cut legislation included new Opportunity Zone Incentives to promote investment in low-income communities across the country.
  79. 8,764 communities across the country have been designated as Opportunity Zones.
  80. Opportunity Zones are expected to spur $100 billion in long-term private capital investment in economically distressed communities across the country.
  81. Trump directed the Education Secretary to end Common Core.
  82. Trump signed the 9/11 Victims Compensation Fund into law.
  83. Trump signed measure funding prevention programs for Veteran suicide.
  84. Companies have brought back over a TRILLION dollars from overseas because of the TCJA bill that Trump signed.
  85. Manufacturing jobs are growing at the fastest rate in more than 30 years.
  86. Stock Market has reached record highs.
  87. Median household income has hit highest level ever recorded.
  88. African-American unemployment is at an all-time low.(was until Covid bullshit)
  89. Hispanic-American unemployment is at an all-time low.
  90. Asian-American unemployment is at an all-time low.
  91. Women’s unemployment rate is at a 65-year low.
  92. Youth unemployment is at a 50-year low.
  93. We have the lowest unemployment rate ever recorded.
  94. The Pledge to America’s Workers has resulted in employers committing to train more than 4 million Americans.
  95. 95 percent of U.S. manufacturers are optimistic about the future— the highest ever.
  96. As a result of the Republican tax bill, small businesses will have the lowest top marginal tax rate in more than 80 years.
  97. Record number of regulations eliminated that hurt small businesses.
  98. Signed welfare reform requiring able-bodied adults who don’t have children to work or look for work if they’re on welfare.
  99. Under Trump, the FDA approved more affordable generic drugs than ever before in history.
  100. Reformed Medicare program to stop hospitals from overcharging low-income seniors on their drugs—saving seniors 100’s of millions of $$$ this year alone.
  101. Signed Right-To-Try legislation allowing terminally ill patients to try experimental treatment that wasn’t allowed before.
  102. Secured $6 billion in new funding to fight the opioid epidemic.
  103. Signed VA Choice Act and VA Accountability Act, expanded VA telehealth services, walk-in-clinics, and same-day urgent primary and mental health care.
  104. U.S. oil production recently reached all-time high so we are less dependent on oil from the Middle East.
  105. The U.S. is a net natural gas exporter for the first time since 1957.
  106. NATO allies increased their defense spending because of his pressure campaign.
  107. Withdrew the United States from the job-killing Paris Climate Accord in 2017 and that same year the U.S. still led the world by having the largest reduction in Carbon emissions.
  108. Has his circuit court judge nominees being confirmed faster than any other new administration.
  109. Had his Supreme Court Justice’s Neil Gorsuch and Brett Kavanaugh confirmed.
  110. Moved U.S. Embassy in Israel to Jerusalem.
  111. Agreed to a new trade deal with Mexico & Canada that will increase jobs here and $$$ coming in.
  112. Reached a breakthrough agreement with the E.U. to increase U.S. exports.
  113. Imposed tariffs on China in response to China’s forced technology transfer, intellectual property theft, and their chronically abusive trade practices, has agreed to a Part One trade deal with China.
  114. Signed legislation to improve the National Suicide Hotline.
  115. Signed the most comprehensive childhood cancer legislation ever into law, which will advance childhood cancer research and improve treatments.
  116. The Tax Cuts and Jobs Act signed into law by Trump doubled the maximum amount of the child tax credit available to parents and lifted the income limits so more people could claim it.
  117. It also created a new tax credit for other dependents.
  118. In 2018, President Trump signed into law a $2.4 billion funding increase for the Child Care and Development Fund, providing a total of $8.1 billion to States to fund child care for low-income families.
  119. The Child and Dependent Care Tax Credit (CDCTC) signed into law by Trump provides a tax credit equal to 20-35% of child care expenses, $3,000 per child & $6,000 per family + Flexible Spending Accounts (FSAs) allow you to set aside up to $5,000 in pre-tax $ to use for child care.
  120. In 2019 President Donald Trump signed the Autism Collaboration, Accountability, Research, Education and Support Act (CARES) into law which allocates $1.8 billion in funding over the next five years to help people with autism spectrum disorder and to help their families.
  121. In 2019 President Trump signed into law two funding packages providing nearly $19 million in new funding for Lupus specific research and education programs, as well an additional $41.7 billion in funding for the National Institutes of Health (NIH), the most Lupus funding EVER.
  122. Another upcoming accomplishment to add: In the next week or two Trump will be signing the first major anti-robocall law in decades called the TRACED Act (Telephone Robocall Abuse Criminal Enforcement and Deterrence.) Once it’s the law, the TRACED Act will extend the period of time the FCC has to catch & punish those who intentionally break telemarketing restrictions. The bill also requires voice service providers to develop a framework to verify calls are legitimate before they reach your phone.
  123. Israel-UAE peace. More Muslim countries (Countries such as Oman, Morocco, Sudan, Lebanon) said they may follow. Last time Israel and a Muslim country normalized ties was 26 years ago.
  124. US stock market continually hits all-time record highs.
Note: I would like to also add that this list will obviously be very similar to other lists if not the same, since these are facts and not really opinions.
I may have missed some stuff or duplicated a few things. Sorry about that. Please let me know if you have anything to add. Thanks for reading!
submitted by Jules0328 to trump [link] [comments]

DDDD - Retail Investors, Bankruptcies, Dark Pools and Beauty Contests

DDDD - Retail Investors, Bankruptcies, Dark Pools and Beauty Contests
For this week's edition of DDDD (Data-Driven DD), we're going to look in-depth at some of the interesting things that have been doing on in the market over the past few weeks; I've had a lot more free time this week to write something new up, so you'll want to sit down and grab a cup of coffee for this because it will be a long one. We'll be looking into bankruptcies, how they work, and what some companies currently going through bankruptcies are doing. We'll also be looking at some data on retail and institutional investors, and take a closer look at how retail investors in particular are affecting the markets. Finally, we'll look at some data and magic markers to figure out what the market sentiment, the thing that's currently driving the market, looks like to help figure out if you should be buying calls or puts, as well as my personal strategy.
Disclaimer - This is not financial advice, and a lot of the content below is my personal opinion. In fact, the numbers, facts, or explanations presented below could be wrong and be made up. Don't buy random options because some person on the internet says so; look at what happened to all the SPY 220p 4/17 bag holders. Do your own research and come to your own conclusions on what you should do with your own money, and how levered you want to be based on your personal risk tolerance.

How Bankruptcies Work

First, what is a bankruptcy? In a broad sense, a bankruptcy is a legal process an individual or corporation (debtor) who owes money to some other entity (creditor) can use to seek relief from the debt owed to their creditors if they’re unable to pay back this debt. In the United States, they are defined by Title 11 of the United States Code, with 9 different Chapters that govern different processes of bankruptcies depending on the circumstances, and the entity declaring bankruptcy.
For most publicly traded companies, they have two options - Chapter 11 (Reorganization), and Chapter 7 (Liquidation). Let’s start with Chapter 11 since it’s the most common form of bankruptcy for them.
A Chapter 11 case begins with a petition to the local Bankruptcy court, usually voluntarily by the debtor, although sometimes it can also be initiated by the creditors involuntarily. Once the process has been initiated, the corporation may continue their regular operations, overseen by a trustee, but with certain restrictions on what can be done with their assets during the process without court approval. Once a company has declared bankruptcy, an automatic stay is invoked to all creditors to stop any attempts for them to collect on their debt.
The trustee would then appoint a Creditor’s Committee, consisting of the largest unsecured creditors to the company, which would represent the interests creditors in the bankruptcy case. The debtor will then have a 120 day exclusive right after the petition date to file a Plan of Reorganization, which details how the corporation’s assets will be reorganized after the bankruptcy which they think the creditors may agree to; this is usually some sort of restructuring of the capital structure such that the creditors will forgive the corporation’s debt in exchange for some or all of the re-organized entity’s equity, wiping out the existing stockholders. In general, there’s a capital structure pecking order on who gets first dibs on a company’s assets - secured creditors, unsecured senior bond holders, unsecured general bond holders, priority / preferred equity holders, and then finally common equity holders - these are the classes of claims on the company’s assets. After the exclusive period expires, the Creditor’s Committee or an individual creditor can themselves propose their own, possibly competing, Restructuring Plan, to the court.
A Restructuring Plan will also be accompanied by a Disclosure Statement, which will contain all the financial information about the bankrupt company’s state of affairs needed for creditors and equity holders to make an informed decision about how to proceed. The court will then hold a hearing to approve the Restructuring Plan and Disclosure Statement before the plan can be voted on by creditors and equity holders. In some cases, these are prepared and negotiated with creditors before bankruptcy is even declared to speed things up and have more favorable terms - a prepackaged bankruptcy.
Once the Restructuring Plan and Disclosure Statement receives court approval, the plan is voted on by the classes of impaired (i.e. debt will not be paid back) creditors to be confirmed. The legal requirement for a bankruptcy court to confirm a Restructuring Plan is to have at least one entire class of impaired creditors vote to accept the plan. A class of creditors is deemed to have accepted a Restructuring Plan when creditors that hold at least 2/3 of the dollar amount and at least half of the number of creditors vote to accept the plan. After another hearing, and listening to any potential objections to the proposed Restructuring Plan, such as other impaired classes that don't like the plan, the court may then confirm the plan, putting it to effect.
This is one potential ending to a Chapter 11 case. A case can also end with a conversion to a Chapter 7 (Liquidation) case, if one of the parties involved file a motion to do so for a cause that is deemed by the courts to be in the best interest of the creditors. In Chapter 7, the company ceases operating and a trustee is appointed to begin liquidating (i.e. selling) the company’s assets. The proceeds from the liquidation process are then paid out to creditors, with the most senior levels of the capital structure being paid out first, and the equity holders are usually left with nothing. Finally, a party can file a motion to dismiss the case for some cause deemed to be in the best interest of the creditors.

The Tale of Two Bankruptcies - WLL and HTZ

Hertz (HTZ) has come into news recently, with the stock surging up to $6, or 1500% off its lows, for no apparent fundamental reason, despite the fact that they’re currently in bankruptcy and their stock is likely worthless. We’ll get around to what might have caused this later, for now, we’ll go over what’s going on with Hertz in its bankruptcy proceedings. To get a clearer picture, let’s start with a stock that I’ve been following since April - Whiting Petroleum (WLL).
WLL is a stock I’ve covered pretty extensively, especially with it’s complete price dislocation between the implied value of the restructured company by their old, currently trading, stock being over 10x the implied value of the bonds, which are entitled to 97% of the new equity. Usually, capital structure arbitrage, a strategy to profit off this spread by going long on bonds and shorting the equity, prevents this, but retail investors have started pumping the stock a few days after WLL’s bankruptcy to “buy the dip” and make a quick buck. Institutions, seeing this irrational behavior, are probably avoiding touching at risk of being blown out by some unpredictable and irrational retail investor pump for no apparent reason. We’re now seeing this exact thing play out a few months later, but at a much larger scale with Hertz.
So, how is WLL's bankruptcy process going? For anyone curious, you can follow the court case in Stretto. Luckily for Whiting, they’ve entered into a prepackaged bankruptcy process and filed their case with a Restructuring Plan already in mind to be able to have existing equity holders receive a mere 3% of new equity to be distributed among them, with creditors receiving 97% of new equity. For the past few months, they’ve quickly gone through all the hearings and motions and now have a hearing to receive approval of the Disclosure Statement scheduled for June 22nd. This hearing has been pushed back a few times, so this may not be the actual date. Another pretty significant document was just filed by the Committee of Creditors on Friday - an objection to the Disclosure Statement’s approval. Among other arguments about omissions and errors the creditor’s found in the Disclosure Statement, the most significant thing here is that Litigation and Rejection Damage claims holders were treated in the same class as a bond holders, and hence would be receiving part of their class’ share of the 97% of new equity. The creditors claim that this was misleading as the Restructuring Plan originally led them to believe that the 97% would be distributed exclusively to bond holders, and the claims for Litigation and Rejection Damage would be paid in full and hence be unimpaired. This objection argues that the debtors did this gerrymandering to prevent the Litigation and Rejection Damage claims be represented as their own class and able to reject the Restructuring Plan, requiring either payment in full of the claims or existing equity holders not receiving 3% of new equity, and be completely wiped out to respect the capital structure. I’d recommend people read this document if they have time because whoever wrote this sounds legitimately salty on behalf of the bond holders; here’s some interesting excerpts:
Moreover, despite the holders of Litigation and Rejection Damage Claims being impaired, existing equity holders will still receive 3% of the reorganized company’s new equity, without having to contribute any new value. The only way for the Debtors to achieve this remarkable outcome was to engage in blatant classification gerrymandering. If the Debtors had classified the Litigation and Rejection Damage Claims separately from the Noteholder claims and the go-forward Trade Claims – as they should have – then presumably that class would reject a plan that provides Litigation and Rejection Damage Claims with a pro rata share of minority equity.
The Debtors have placed the Rejection Damage and Litigation Claims in the same class as Noteholder Claims to achieve a particular result, namely the disenfranchisement of the Rejection Damage and Litigation Claimants who, if separately classified, may likely vote to reject the Plan. In that event, the Debtor would be required to comply with the cramdown requirements, including compliance with the absolute priority rule, which in turn would require payment of those claims in full, or else old equity would not be entitled to receive 3% of the new equity. Without their inclusion in a consenting impaired class, the Debtors cannot give 3% of the reorganized equity to existing equity holders without such holders having to contribute any new value or without paying the holders of Litigation and Rejection Damage Claims in full.
The Committee submits that the Plan was not proposed in good faith. As discussed herein, the Debtors have proposed an unconfirmable Plan – flawed in various important respects. Under the circumstances discussed above, in the Committee’s view, the Debtors will not be able to demonstrate that they acted with “honesty and good intentions” and that the Plan’s results will not be consistent with the Bankruptcy Code’s goal of ratable distribution to creditors.
They’re even trying to have the court stop the debtor from paying the lawyers who wrote the restructuring agreement.
However, as discussed herein, the value and benefit of the Consenting Creditors’ agreements with the Debtors –set forth in the RSA– to the Estates is illusory, and authorizing the payment of the Consenting Creditor Professionals would be tantamount to approving the RSA, something this Court has stated that it refuses to do.20 The RSA -- which has not been approved by the Court, and indeed no such approval has been sought -- is the predicate for a defective Plan that was not proposed in good faith, and that gives existing equity holders an equity stake in the reorganized enterprise even though Litigation and Rejection Damage Creditors will (presumably) not be made whole under the Plan and the existing interest holders will not be contributing requisite new value.
As a disclaimer, I have absolutely zero knowledge nor experience in law, let alone bankruptcy law. However, from reading this document, if what the objection indicates to be true, could mean that we end up having the court force the Restructuring agreement to completely wipe out the current equity holders. Even worse, entering a prepackaged bankruptcy in bad faith, which the objection argues, might be grounds to convert the bankruptcy to Chapter 7; again, I’m no lawyer so I’m not sure if this is true, but this is my best understanding from my research.
So what’s going on with Hertz? Most analysts expect that based on Hertz’s current balance sheet, existing equity holders will most likely be completely wiped out in the restructuring. You can keep track of Hertz’s bankruptcy process here, but it looks like this is going to take a few months, with the first meeting of creditors scheduled for July 1. An interesting 8-K got filed today for HTZ, and it looks like they’re trying to throw a hail Mary for their case by taking advantage of dumb retail investors pumping up their stock. They’ve just been approved by the bankruptcy court to issue and sell up to $1B (double their current market cap) of new shares in the stock market. If they somehow pull this off, they might have enough money raised to dismiss the bankruptcy case and remain in business, or at very least pay off their creditors even more at the expense of Robinhood users.

The Rise of Retail Investors - An Update

A few weeks ago, I talked about data that suggested a sudden surge in retail investor money flooding the market, based on Google Trends and broker data. Although this wasn’t a big topic back when I wrote about it, it’s now one of the most popular topics in mainstream finance news, like CNBC, since it’s now the only rational explanation for the stock market to have pumped this far, and for bankrupt stocks like HTZ and WLL to have surges far above their pre-bankruptcy prices. Let’s look at some interesting Google Trends that I found that illustrates what retail investors are doing.

Google Trends - Margin Calls
Google Trends - Robinhood
Google Trends - What stock should I buy
Google Trends - How to day trade
Google Trends - Pattern Day Trader
Google Trends - Penny Stock
The conclusion that can be drawn from this data is that in the past two weeks, we are seeing a second wave of new retail investor interest, similar to the first influx we saw in March. In particular, these new retail investors seem to be particularly interested in day trading penny stocks, including bankrupt stocks. In fact, data from Citadel shows that penny stocks have surged on average 80% in the previous week.
Why Retail Investors Matter
A common question that’s usually brought up when retail investors are brought up is how much they really matter. The portfolio size of retail investors are extremely small compared to institutional investors. Anecdotally and historically, retail investors don’t move the market, outside of some select stocks like TSLA and cannabis stocks in the past few years. However when they do, shit gets crazy; the last time retail investors drove the stock market was in the dot com bubble. There’s a few papers that look into this with similar conclusions, I’ll go briefly into this one, which looks at almost 20 years of data to look for correlations between retail investor behavior and stock market movements. The conclusion was that behaviors of individual retail investors tend to be correlated and are not random and independent of each other. The aggregate effect of retail investors can then drive prices of equities far away from fundamentals (bubbles), which risk-averse smart money will then stay away from rather than try taking advantage of the mispricing (i.e. never short a bubble). The movement in the prices are typically short-term, and usually see some sort of reversal back to fundamentals in the long-term, for small (i.e. < $5000) trades. Apparently, the opposite is true for large trades; here’s an excerpt from the paper to explain.
Stocks recently sold by small traders perform poorly (−64 bps per month, t = −5.16), while stocks recently bought by small traders perform well (73 bps per month, t = 5.22). Note this return predictability represents a short-run continuation rather than reversal of returns; stocks with a high weekly proportion of buys perform well both in the week of strong buying and the subsequent week. This runs counter to the well-documented presence of short-term reversals in weekly returns.14,15 Portfolios based on the proportion of buys using large trades yield precisely the opposite result. Stocks bought by large traders perform poorly in the subsequent week (−36 bps per month, t = −3.96), while those sold perform well (42 bps per month, t = 3.57). We find a positive relationship between the weekly proportion of buyers initiated small trades in a stock and contemporaneous returns. Kaniel, Saar, and Titman (forthcoming) find retail investors to be contrarians over one-week horizons, tending to sell more than buy stocks with strong performance. Like us, they find that stocks bought by individual investors one week outperform the subsequent week. They suggest that individual investors profit in the short run by supplying liquidity to institutional investors whose aggressive trades drive prices away from fundamental value and benefiting when prices bounce back. Barber et al. (2005) document that individual investors can earn short term profits by supplying liquidity. This story is consistent with the one-week reversals we see in stocks bought and sold with large trades. Aggressive large purchases may drive prices temporarily too high while aggressive large sells drive them too low both leading to reversals the subsequent week.
Thus, using a one-week time horizon, following the trend can make you tendies for a few days, as long as you don’t play the game for too long, and end up being the bag holder when the music stops.

The Keynesian Beauty Contest

The economic basis for what’s going on in the stock market recently - retail investors driving up stocks, especially bankrupt stocks, past fundamental levels can be explained by the Keynesian Beauty Contest, a concept developed by Keynes himself to help rationalize price movements in the stock market, especially during the 1920s stock market bubble. A quote by him on the topic of this concept, that “the market can remain irrational longer than you can remain solvent”, is possibly the most famous finance quote of all time.
The idea is to imagine a fictional newspaper beauty contest that asks the reader to pick the six most attractive faces of 100 photos, and you win if you pick the most popular face. The naive strategy would be to pick the faces that you think are the most attractive. A smarter strategy is to figure out what the most common public perception of attractiveness would be, and to select based on that. Or better yet, figure out what most people believe is the most common public perception of what’s attractive. You end up having the winners not actually be the faces people think are the prettiest, but the average opinion of what people think the average opinion would be on the prettiest faces. Now, replace pretty faces with fundamental values, and you have the stock market.
What we have today is the extreme of this. We’re seeing a sudden influx of dumb retail money into the market, who don’t know or care about fundamentals, like trading penny stocks, and are buying beaten down stocks (i.e. “buy the dip”). The stocks that best fit all three of these are in fact companies that have just gone bankrupt, like HTZ and WLL. This slowly becomes a self-fulfilling prophecy, as people start seeing bankrupt stocks go up 100% in one day, they stop caring about what stocks have the best fundamentals and instead buy the stocks that people think will shoot up, which are apparently bankrupt stocks. Now, it gets to the point where even if a trader knows a stock is bankrupt, and understands what bankruptcy means, they’ll buy the stock regardless expecting it to skyrocket and hope that they’ll be able to sell the stock at a 100% profit in a few days to an even greater fool. The phenomenon is well known in finance, and it even has a name - The Greater Fool Theory. I wouldn’t be surprised if the next stock to go bankrupt now has their stock price go up 100% the next day because of this.

What is the smart money doing - DIX & GEX

Alright that’s enough talk about dumb money. What’s all the smart money (institutions) been doing all this time? For that, you’ll want to look at what’s been going on with dark pools. These are private exchanges for institutions to make trades. Why? Because if you’re about to buy a $1B block of SPY, you’re going to cause a sudden spike in prices on a normal, public exchange, and probably end up paying a much higher cost basis because of it. These off-exchange trades account for about one third of all stock volume. You can then use data of market maker activity in these dark pools to figure out what institutions have been doing, the most notable indicators being DIX by SqueezeMetrics.
Another metric they offer is GEX, or gamma exposure. The idea behind this is that market markets who sell option contracts, typically don’t want to (or can’t legally) take an actual position in the market; they can only provide liquidity. Hence, they have to hedge their exposure from the contracts they wrote by going long or short on the stocks they wrote contracts to. This is called delta-hedging, with delta representing exposure to the movement of a stock. With options, there’s gamma, which represents the change in delta as the stock price moves. So as stock prices move, the market maker needs to re-hedge their positions by buying or selling more shares to remain delta-neutral. GEX is a way to show the total exposure these market makers have to gamma from contracts to predict stock price movements based on what market makers must do to re-hedge their positions.
Now, let’s look at what these indicators have been doing the past week or so.
DIX & GEX
In the graph above, an increasing DIX means that institutions are buying stocks in the S&P500, and an increasing GEX means that market makers have increasing gamma exposure. The DIX whitepaper, it has shown that a high DIX is often correlated with increased near-term returns, and in the GEX whitepaper, it shows that a decreased GEX is correlated with increased volatility due to re-hedging. It looks like from last week’s crash, we had institutions buy the dip and add to their current positions. There was also a sudden drop in GEX, but it looks like it’s quickly recovered, and we’ll see volatility decreased next week. Overall, we’re getting bullish signals from institutional activity.

Bubbles and Market Sentiment

I’ve long held that the stock market and the economy has been in a decade-long bubble caused by liquidity pumping from the Fed. Recently, the bubble has been accelerated and it’s becoming clearer to people that we are in a bubble. Nevertheless, you shouldn’t short the bubble, but play along with it until it bursts. Bubbles are driven by pure sentiment, and this can be a great contrarian indicator to what stage of the bubble we are in. You want to be a bear when the market is overly greedy and a bull when the market is overly bearish. One of the best tools to measure this is the equity put / call ratio.
Put / Call Ratio
The put/call ratio dropped below 0.4 last week, something that’s almost never happened and has almost always been immediately followed up by a correction - which it did this time as well. A low put / call ratio is usually indicative of an overly-greedy market, and a contrarian indicator that a drop is imminent. However, right after the crash, the put/call ratio absolutely skyrocketed, closing right above 0.71 on Friday, above the mean put / call ratio for the entire rally since March’s lows. In other words, a ton of money has just been poured into SPY puts expecting to profit off of a downtrend. In fact, it’s possible that the Wednesday correction itself has been exasperated by delta hedging from SPY put writers. However, this sudden spike above the mean for put/call ratio is a contrarian indicator that we will now see a continued rally.

Technicals

Magic Markers on SPY, Daily
With Technical Indicators, there’s a few things to note
  • 1D RSI on SPY was definitely overbought last week, and I should have taken this as a sign to GTFO from all my long positions. The correction has since brought it back down, and now SPY has even more room to go further up before it becomes overbought again
  • 1D MACD crossed over on Wednesday to bearish - a very strong bearish indicator, however 1W MACD is still bullish
  • For the bulls, there’s very little price levels above 300, with a small possible resistance at 313, which is the 79% fib retracement. SPY has never actually hit this price level, and has gapped up and down past this price. Below 300, there’s plenty of levels of support, especially between 274 and 293, which is the range where SPY consolidated and traded at for April and May. This means that a movement up will be met with very little resistance, while a movement down will be met with plenty of support
  • The candles above 313 form an island top pattern, a pretty rare and strong bearish indicator.
The first line of defense of the bulls is 300, which has historically been a key support / resistance level, and is also the 200D SMA. So far, this price level has held up as a solid support last week and is where all downwards price action in SPY stopped. Overall, there’s very mixed signals coming from technical indicators, although there’s more bearish signals than bullish.
My Strategy for Next Week
While technicals are pretty bearish, retail and institutional activity and market sentiment is indicating that the market still continue to rally. My strategy for next week will depend on whether or not the market opens above or below 300. I’m currently mostly holding long volatility positions, that I’ve started existing on Friday.
The Bullish case
If 300 proves to be a strong support level, I’ll start entering bullish positions, following my previous strategy of going long on weak sectors such as airlines, cruises, retail, and financials, once they break above the 24% retracement and exit at the 50% retracement. This is because there’s very little price levels and resistance above 300, so any movements above this level will be very parabolic up to ATHs, as we saw in the beginning of 2020 and again the past two weeks. If SPY moves parabolic, the biggest winners will likely be the weakest stocks since they have the most room to go up, with most of the strongest stocks already near or above their ATHs. During this time, I’ll be rolling over half of my profits to VIX calls of various expiry dates as a hedge, and in anticipation of any sort of rug pull for when this bubble does eventually pop.
The Bearish case
For me to start taking bearish positions, I’ll need to see SPY open below 300, re-test 300 and fail to break above it, proving it to be a resistance level. If this happens, I’ll start entering short positions against SPY to play the price levels. There’s a lot of price levels between 300 and 274, and we’d likely see a lot of consolidation instead of a big crash in this region, similar to the way up through this area. Key levels will be 300, 293, 285, 278, and finally 274, which is the levels I’d be entering and exiting my short positions in.
I’ve also been playing with WLL for the past few months, but that has been a losing trade - I forgot that a market can remain irrational longer than I can remain solvent. I’ll probably keep a small position on WLL puts in anticipation of the court hearing for the disclosure statement, but I’ve sold most of my existing positions.

Live Updates

As always, I'll be posting live thoughts related to my personal strategy here for people asking.
6/15 2AM - /ES looking like SPY is going to gap down tomorrow. Unless there's some overnight pump, we'll probably see a trading range of 293-300.
6/15 10AM - Exited any remaining long positions I've had and entered short positions on SPY @ 299.50, stop loss at 301. Bearish case looking like it's going to play out
6/15 10:15AM - Stopped out of 50% of my short positions @ 301. Will stop out of the rest @ 302. Hoping this wasn't a stop loss raid. Also closed out more VIX longer-dated (Sept / Oct) calls.
6/15 Noon - No longer holding any short positions. Gap down today might be a fake out, and 300 is starting to look like solid support again, and 1H MACD is crossing over, with 15M remaining bullish. Starting to slowly add to long positions throughout the day, starting with CCL, since technicals look nice on it. Also profit-took most of my VIX calls that I bought two weeks ago
6/15 2:30PM - Bounced up pretty hard from the 300 support - bull case looks pretty good, especially if today's 1D candle completely engulphs the Friday candle. Also sold another half of my remaining long-dated VIX calls - still holding on to a substantial amount (~10% of portfolio). Will start looking to re-buy them when VIX falls back below 30. Going long on DAL as well
6/15 11:30PM - /ES looking good hovering right above 310 right now. Not many price levels above 300 so it's hard to predict trading ranges since there's no price levels and SPY will just go parabolic above this level. Massive gap between 313 and 317. If /ES is able to get above 313, which is where the momentum is going to right now, we might see a massive gap up and open at 317 again. If it opens below 313, we might see the stock price fade like last week.
6/15 Noon - SPY filled some of the gap, but then broke below 313. 15M MACD is now bearish. We might see gains from today slowly fade, but hard to predict this since we don't have strong price levels. Will buy more longs near EOD if this happens. Still believe we'll be overall bullish this week. GE is looking good.
6/16 2PM - Getting worried about 313 acting as a solid resistance; we'll either probably gap up past it to 317 tomorrow, or we might go all the way back down to 300. Considering taking profit for some of my calls right now, since you'll usually want to sell into resistance. I might alternatively buy some 0DTE SPY puts as a hedge against my long positions. Will decide by 3:30 depending on what momentum looks like
6/16 3PM - Got some 1DTE SPY puts as a hedge against my long positions. We're either headed to 317 tomorrow or go down as low as 300. Going to not take the risk because I'm unsure which one it'll be. Also profit-took 25% of my long positions. Definitely seeing the 313 + gains fade scenario I mentioned yesterday
6/17 1:30AM - /ES still flat struggling to break through 213. If we don't break through by tomorrow I might sell all my longs. Norwegian announced some bad news AH about cancelling Sept cruises. If we move below $18.20 I'll probably sell all my remaining positions; luckily I took profit on CCL today so if options do go to shit, it'll be a relatively small loss or even small gain.
6/17 9:45AM - SPY not being able to break through 313/314 (79% retracement) is scaring me. Sold all my longs, and now sitting on cash. Not confident enough that we're actually going back down to 300, but no longer confident enough on the bullish story if we can't break 313 to hold positions
6/17 1PM - Holding cash and long-term VIX calls now. Some interesting things I've noticed
  1. 1H MACD will be testing a crossover by EOD
  2. Equity put/call ratio has plummeted. It's back down to 0.45, which is more than 1 S.D. below the mean. We reached all the way down to 0.4 last time. Will be keeping a close eye on this and start buying for VIX again + SPY puts we this continues falling tomorrow
6/17 3PM - Bought back some of my longer-dated VIX calls. Currently slightly bearish, but still uncertain, so most of my portfolio is cash right now.
6/17 3:50PM - SPY 15M MACD is now very bearish, and 1H is about to crossover. I'd give it a 50% chance we'll see it dump tomorrow, possibly towards 300 again. Entered into a very small position on NTM SPY puts, expiring Friday
6/18 10AM - 1H MACD is about to crossover. Unless we see a pump in the next hour or so, medium-term momentum will be bearish and we might see a dump later today or tomorrow.
6/18 12PM - Every MACD from 5M to 1D is now bearish, making me believe we'd even more likely see a drop today or tomorrow to 300. Bought short-dates June VIX calls. Stop loss for this and SPY puts @ 314 and 315
6/18 2PM - Something worth noting: opex is tomorrow and max pain is 310, which is the level we're gravitating towards right now. Also quad witching, so should expect some big market movements tomorrow as well. Might consider rolling my SPY puts forward 1 week since theoretically, this should cause us to gravitate towards 310 until 3PM on Friday.
6/18 3PM - Rolled my SPY puts forward 1W in case theory about max pain + quad witching end up having it's theoretical effect. Also GEX is really high coming towards options expiry tomorrow, meaning any significant price movements will be damped by MM hedging. Might not see significant price movements until quad witching hour tomorrow 3PM
6/18 10PM - DIX is very high right now, at 51%, which is very bullish. put/call ratio is still very low though. Very mixed signals. Will be holding positions until Monday or SPY 317 before reconsidering them.
6/18 2PM - No position changes. Coming into witching hour we're seeing increased volatility towards the downside. Looking good so far
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Forex for Beginners, How Margin Trading Works, Examples ... WHAT IS MARGIN TRADING IN MARKET What is Margin Trading?  Fidelity - YouTube Trading Terms for Beginners: Margin what is Free Margin

What Is the Free Margin? Free margin is the difference of your account equity and the open positions’ required margin: Free Margin = Equity – Required Margin. When you have no positions, no money from your account is used as the required margin. Therefore, all the money you have in your account is free. In its simplest definition, Free Margin is the money in a trading account that is available for trading. To calculate Free Margin, you must subtract the margin of your open positions from your Equity (i.e. your Balance plus or minus any profit/loss from open positions). Free margin: As we mentioned before, it is the amount of money that is not involved in any trade. You can use it to open more positions. This is the difference between equity and the margin used to open a trade. As your equity increases, the free margin also increases. The opposite is also true Free Margin refers to the Equity in a trader’s account that is NOT tied up in margin for current open positions. Free Margin is also known as “ Usable Margin ” because it’s margin that you can “use”….it’s “usable”. Every broker has different margin requirements while trading. Let’s understand the working of free margins.

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Forex for Beginners, How Margin Trading Works, Examples ...

What is margin or buying on margin? Here's what it means, put simply. Join The Exchange to get access to my 7 day free course and weekly tips about trading the stock market straight to your inbox! Forex trading for beginners, part 5 - How Margin trading works, examples of why and when margin call and stop out happens. What is Equity and Free Margin. I ... What is free margin and how to calculate this? This is a very common question, and we are here to show you what exactly you're asking for! Watch now and learn the manual calculation of free margin. Put simply, Free Margin in forex trading is the money you have available for trading in your account, but how do you calculate it? Watch the video for the full breakdown of this very important ... Free margin is the result of calculating the balance minus the margin then adding or subtracting open positions, how to calculate the free margin as follows: (Free Margin = Balance - Margin ...

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