Forex Steam Ten Review - Forex Robot Nation

Everything You Always Wanted To Know About Swaps* (*But Were Afraid To Ask)

Hello, dummies
It's your old pal, Fuzzy.
As I'm sure you've all noticed, a lot of the stuff that gets posted here is - to put it delicately - fucking ridiculous. More backwards-ass shit gets posted to wallstreetbets than you'd see on a Westboro Baptist community message board. I mean, I had a look at the daily thread yesterday and..... yeesh. I know, I know. We all make like the divine Laura Dern circa 1992 on the daily and stick our hands deep into this steaming heap of shit to find the nuggets of valuable and/or hilarious information within (thanks for reading, BTW). I agree. I love it just the way it is too. That's what makes WSB great.
What I'm getting at is that a lot of the stuff that gets posted here - notwithstanding it being funny or interesting - is just... wrong. Like, fucking your cousin wrong. And to be clear, I mean the fucking your *first* cousin kinda wrong, before my Southerners in the back get all het up (simmer down, Billy Ray - I know Mabel's twice removed on your grand-sister's side). Truly, I try to let it slide. I do my bit to try and put you on the right path. Most of the time, I sleep easy no matter how badly I've seen someone explain what a bank liquidity crisis is. But out of all of those tens of thousands of misguided, autistic attempts at understanding the world of high finance, one thing gets so consistently - so *emphatically* - fucked up and misunderstood by you retards that last night I felt obligated at the end of a long work day to pull together this edition of Finance with Fuzzy just for you. It's so serious I'm not even going to make a u/pokimane gag. Have you guessed what it is yet? Here's a clue. It's in the title of the post.
That's right, friends. Today in the neighborhood we're going to talk all about hedging in financial markets - spots, swaps, collars, forwards, CDS, synthetic CDOs, all that fun shit. Don't worry; I'm going to explain what all the scary words mean and how they impact your OTM RH positions along the way.
We're going to break it down like this. (1) "What's a hedge, Fuzzy?" (2) Common Hedging Strategies and (3) All About ISDAs and Credit Default Swaps.
Before we begin. For the nerds and JV traders in the back (and anyone else who needs to hear this up front) - I am simplifying these descriptions for the purposes of this post. I am also obviously not going to try and cover every exotic form of hedge under the sun or give a detailed summation of what caused the financial crisis. If you are interested in something specific ask a question, but don't try and impress me with your Investopedia skills or technical points I didn't cover; I will just be forced to flex my years of IRL experience on you in the comments and you'll look like a big dummy.
TL;DR? Fuck you. There is no TL;DR. You've come this far already. What's a few more paragraphs? Put down the Cheetos and try to concentrate for the next 5-7 minutes. You'll learn something, and I promise I'll be gentle.
Ready? Let's get started.
1. The Tao of Risk: Hedging as a Way of Life
The simplest way to characterize what a hedge 'is' is to imagine every action having a binary outcome. One is bad, one is good. Red lines, green lines; uppie, downie. With me so far? Good. A 'hedge' is simply the employment of a strategy to mitigate the effect of your action having the wrong binary outcome. You wanted X, but you got Z! Frowny face. A hedge strategy introduces a third outcome. If you hedged against the possibility of Z happening, then you can wind up with Y instead. Not as good as X, but not as bad as Z. The technical definition I like to give my idiot juniors is as follows:
Utilization of a defensive strategy to mitigate risk, at a fraction of the cost to capital of the risk itself.
Congratulations. You just finished Hedging 101. "But Fuzzy, that's easy! I just sold a naked call against my 95% OTM put! I'm adequately hedged!". Spoiler alert: you're not (although good work on executing a collar, which I describe below). What I'm talking about here is what would be referred to as a 'perfect hedge'; a binary outcome where downside is totally mitigated by a risk management strategy. That's not how it works IRL. Pay attention; this is the tricky part.
You can't take a single position and conclude that you're adequately hedged because risks are fluid, not static. So you need to constantly adjust your position in order to maximize the value of the hedge and insure your position. You also need to consider exposure to more than one category of risk. There are micro (specific exposure) risks, and macro (trend exposure) risks, and both need to factor into the hedge calculus.
That's why, in the real world, the value of hedging depends entirely on the design of the hedging strategy itself. Here, when we say "value" of the hedge, we're not talking about cash money - we're talking about the intrinsic value of the hedge relative to the the risk profile of your underlying exposure. To achieve this, people hedge dynamically. In wallstreetbets terms, this means that as the value of your position changes, you need to change your hedges too. The idea is to efficiently and continuously distribute and rebalance risk across different states and periods, taking value from states in which the marginal cost of the hedge is low and putting it back into states where marginal cost of the hedge is high, until the shadow value of your underlying exposure is equalized across your positions. The punchline, I guess, is that one static position is a hedge in the same way that the finger paintings you make for your wife's boyfriend are art - it's technically correct, but you're only playing yourself by believing it.
Anyway. Obviously doing this as a small potatoes trader is hard but it's worth taking into account. Enough basic shit. So how does this work in markets?
2. A Hedging Taxonomy
The best place to start here is a practical question. What does a business need to hedge against? Think about the specific risk that an individual business faces. These are legion, so I'm just going to list a few of the key ones that apply to most corporates. (1) You have commodity risk for the shit you buy or the shit you use. (2) You have currency risk for the money you borrow. (3) You have rate risk on the debt you carry. (4) You have offtake risk for the shit you sell. Complicated, right? To help address the many and varied ways that shit can go wrong in a sophisticated market, smart operators like yours truly have devised a whole bundle of different instruments which can help you manage the risk. I might write about some of the more complicated ones in a later post if people are interested (CDO/CLOs, strip/stack hedges and bond swaps with option toggles come to mind) but let's stick to the basics for now.
(i) Swaps
A swap is one of the most common forms of hedge instrument, and they're used by pretty much everyone that can afford them. The language is complicated but the concept isn't, so pay attention and you'll be fine. This is the most important part of this section so it'll be the longest one.
Swaps are derivative contracts with two counterparties (before you ask, you can't trade 'em on an exchange - they're OTC instruments only). They're used to exchange one cash flow for another cash flow of equal expected value; doing this allows you to take speculative positions on certain financial prices or to alter the cash flows of existing assets or liabilities within a business. "Wait, Fuzz; slow down! What do you mean sets of cash flows?". Fear not, little autist. Ol' Fuzz has you covered.
The cash flows I'm talking about are referred to in swap-land as 'legs'. One leg is fixed - a set payment that's the same every time it gets paid - and the other is variable - it fluctuates (typically indexed off the price of the underlying risk that you are speculating on / protecting against). You set it up at the start so that they're notionally equal and the two legs net off; so at open, the swap is a zero NPV instrument. Here's where the fun starts. If the price that you based the variable leg of the swap on changes, the value of the swap will shift; the party on the wrong side of the move ponies up via the variable payment. It's a zero sum game.
I'll give you an example using the most vanilla swap around; an interest rate trade. Here's how it works. You borrow money from a bank, and they charge you a rate of interest. You lock the rate up front, because you're smart like that. But then - quelle surprise! - the rate gets better after you borrow. Now you're bagholding to the tune of, I don't know, 5 bps. Doesn't sound like much but on a billion dollar loan that's a lot of money (a classic example of the kind of 'small, deep hole' that's terrible for profits). Now, if you had a swap contract on the rate before you entered the trade, you're set; if the rate goes down, you get a payment under the swap. If it goes up, whatever payment you're making to the bank is netted off by the fact that you're borrowing at a sub-market rate. Win-win! Or, at least, Lose Less / Lose Less. That's the name of the game in hedging.
There are many different kinds of swaps, some of which are pretty exotic; but they're all different variations on the same theme. If your business has exposure to something which fluctuates in price, you trade swaps to hedge against the fluctuation. The valuation of swaps is also super interesting but I guarantee you that 99% of you won't understand it so I'm not going to try and explain it here although I encourage you to google it if you're interested.
Because they're OTC, none of them are filed publicly. Someeeeeetimes you see an ISDA (dsicussed below) but the confirms themselves (the individual swaps) are not filed. You can usually read about the hedging strategy in a 10-K, though. For what it's worth, most modern credit agreements ban speculative hedging. Top tip: This is occasionally something worth checking in credit agreements when you invest in businesses that are debt issuers - being able to do this increases the risk profile significantly and is particularly important in times of economic volatility (ctrl+f "non-speculative" in the credit agreement to be sure).
(ii) Forwards
A forward is a contract made today for the future delivery of an asset at a pre-agreed price. That's it. "But Fuzzy! That sounds just like a futures contract!". I know. Confusing, right? Just like a futures trade, forwards are generally used in commodity or forex land to protect against price fluctuations. The differences between forwards and futures are small but significant. I'm not going to go into super boring detail because I don't think many of you are commodities traders but it is still an important thing to understand even if you're just an RH jockey, so stick with me.
Just like swaps, forwards are OTC contracts - they're not publicly traded. This is distinct from futures, which are traded on exchanges (see The Ballad Of Big Dick Vick for some more color on this). In a forward, no money changes hands until the maturity date of the contract when delivery and receipt are carried out; price and quantity are locked in from day 1. As you now know having read about BDV, futures are marked to market daily, and normally people close them out with synthetic settlement using an inverse position. They're also liquid, and that makes them easier to unwind or close out in case shit goes sideways.
People use forwards when they absolutely have to get rid of the thing they made (or take delivery of the thing they need). If you're a miner, or a farmer, you use this shit to make sure that at the end of the production cycle, you can get rid of the shit you made (and you won't get fucked by someone taking cash settlement over delivery). If you're a buyer, you use them to guarantee that you'll get whatever the shit is that you'll need at a price agreed in advance. Because they're OTC, you can also exactly tailor them to the requirements of your particular circumstances.
These contracts are incredibly byzantine (and there are even crazier synthetic forwards you can see in money markets for the true degenerate fund managers). In my experience, only Texan oilfield magnates, commodities traders, and the weirdo forex crowd fuck with them. I (i) do not own a 10 gallon hat or a novelty size belt buckle (ii) do not wake up in the middle of the night freaking out about the price of pork fat and (iii) love greenbacks too much to care about other countries' monopoly money, so I don't fuck with them.
(iii) Collars
No, not the kind your wife is encouraging you to wear try out to 'spice things up' in the bedroom during quarantine. Collars are actually the hedging strategy most applicable to WSB. Collars deal with options! Hooray!
To execute a basic collar (also called a wrapper by tea-drinking Brits and people from the Antipodes), you buy an out of the money put while simultaneously writing a covered call on the same equity. The put protects your position against price drops and writing the call produces income that offsets the put premium. Doing this limits your tendies (you can only profit up to the strike price of the call) but also writes down your risk. If you screen large volume trades with a VOL/OI of more than 3 or 4x (and they're not bullshit biotech stocks), you can sometimes see these being constructed in real time as hedge funds protect themselves on their shorts.
(3) All About ISDAs, CDS and Synthetic CDOs
You may have heard about the mythical ISDA. Much like an indenture (discussed in my post on $F), it's a magic legal machine that lets you build swaps via trade confirms with a willing counterparty. They are very complicated legal documents and you need to be a true expert to fuck with them. Fortunately, I am, so I do. They're made of two parts; a Master (which is a form agreement that's always the same) and a Schedule (which amends the Master to include your specific terms). They are also the engine behind just about every major credit crunch of the last 10+ years.
First - a brief explainer. An ISDA is a not in and of itself a hedge - it's an umbrella contract that governs the terms of your swaps, which you use to construct your hedge position. You can trade commodities, forex, rates, whatever, all under the same ISDA.
Let me explain. Remember when we talked about swaps? Right. So. You can trade swaps on just about anything. In the late 90s and early 2000s, people had the smart idea of using other people's debt and or credit ratings as the variable leg of swap documentation. These are called credit default swaps. I was actually starting out at a bank during this time and, I gotta tell you, the only thing I can compare people's enthusiasm for this shit to was that moment in your early teens when you discover jerking off. Except, unlike your bathroom bound shame sessions to Mom's Sears catalogue, every single person you know felt that way too; and they're all doing it at once. It was a fiscal circlejerk of epic proportions, and the financial crisis was the inevitable bukkake finish. WSB autism is absolutely no comparison for the enthusiasm people had during this time for lighting each other's money on fire.
Here's how it works. You pick a company. Any company. Maybe even your own! And then you write a swap. In the swap, you define "Credit Event" with respect to that company's debt as the variable leg . And you write in... whatever you want. A ratings downgrade, default under the docs, failure to meet a leverage ratio or FCCR for a certain testing period... whatever. Now, this started out as a hedge position, just like we discussed above. The purest of intentions, of course. But then people realized - if bad shit happens, you make money. And banks... don't like calling in loans or forcing bankruptcies. Can you smell what the moral hazard is cooking?
Enter synthetic CDOs. CDOs are basically pools of asset backed securities that invest in debt (loans or bonds). They've been around for a minute but they got famous in the 2000s because a shitload of them containing subprime mortgage debt went belly up in 2008. This got a lot of publicity because a lot of sad looking rednecks got foreclosed on and were interviewed on CNBC. "OH!", the people cried. "Look at those big bad bankers buying up subprime loans! They caused this!". Wrong answer, America. The debt wasn't the problem. What a lot of people don't realize is that the real meat of the problem was not in regular way CDOs investing in bundles of shit mortgage debts in synthetic CDOs investing in CDS predicated on that debt. They're synthetic because they don't have a stake in the actual underlying debt; just the instruments riding on the coattails. The reason these are so popular (and remain so) is that smart structured attorneys and bankers like your faithful correspondent realized that an even more profitable and efficient way of building high yield products with limited downside was investing in instruments that profit from failure of debt and in instruments that rely on that debt and then hedging that exposure with other CDS instruments in paired trades, and on and on up the chain. The problem with doing this was that everyone wound up exposed to everybody else's books as a result, and when one went tits up, everybody did. Hence, recession, Basel III, etc. Thanks, Obama.
Heavy investment in CDS can also have a warping effect on the price of debt (something else that happened during the pre-financial crisis years and is starting to happen again now). This happens in three different ways. (1) Investors who previously were long on the debt hedge their position by selling CDS protection on the underlying, putting downward pressure on the debt price. (2) Investors who previously shorted the debt switch to buying CDS protection because the relatively illiquid debt (partic. when its a bond) trades at a discount below par compared to the CDS. The resulting reduction in short selling puts upward pressure on the bond price. (3) The delta in price and actual value of the debt tempts some investors to become NBTs (neg basis traders) who long the debt and purchase CDS protection. If traders can't take leverage, nothing happens to the price of the debt. If basis traders can take leverage (which is nearly always the case because they're holding a hedged position), they can push up or depress the debt price, goosing swap premiums etc. Anyway. Enough technical details.
I could keep going. This is a fascinating topic that is very poorly understood and explained, mainly because the people that caused it all still work on the street and use the same tactics today (it's also terribly taught at business schools because none of the teachers were actually around to see how this played out live). But it relates to the topic of today's lesson, so I thought I'd include it here.
Work depending, I'll be back next week with a covenant breakdown. Most upvoted ticker gets the post.
*EDIT 1\* In a total blowout, $PLAY won. So it's D&B time next week. Post will drop Monday at market open.
submitted by fuzzyblankeet to wallstreetbets [link] [comments]

What factors predict the success of a Steam game? (An analysis)

What factors predict the success of a Steam game?

I've seen quite a few discussions, comments and questions on /gamedev about what determines a game's success. How much does quality matter? Is establishing market awareness before launch the only thing that matters? Does a demo help or hurt? If your game has a poor launch, how likely is it to recover? Is it possible to roughly predict the sales of a game before launch?
In preparation for my game's launch, I spent a lot of time monitoring upcoming releases trying to find the answer to these questions. I compiled a spreadsheet, noted followers, whether it was Early Access or not, and saw how many reviews it received in the first week, month and quarter.
I'm sharing this data now in the hopes that it helps other developers understand and predict their games' sales.
First some notes on the data:
Game Price Launch Discount Week Guess Week actual 3 Month 3 Month/week Followers Early Access Demo Review Score
Pit of Doom 9.99 0 7 27 43 1.592592593 295 Y N 0.8
Citrouille 9.99 0.2 16 8 12 1.5 226 N N
Corspe Party: Book 14.99 0.1 32 40 79 1.975 1015 N N 0.95
Call of Cthulhu 44.99 0 800 875 1595 1.822857143 26600 N N 0.74
On Space 0.99 0.4 0 0 0 4 N N
Orphan 14.99 0 50 0 8 732 N N
Black Bird 19.99 0 20 13 34 2.615384615 227 N N
Gloom 6.99 0 20 8 17 2.125 159 N N
Gilded Rails 5.99 0.35 2 3 7 2.333333333 11 N Y
The Quiet Man 14.99 0.1 120 207 296 1.429951691 5596 N N 0.31
KartKraft 19.99 0.1 150 90 223 2.477777778 7691 Y N 0.84
The Other Half 7.99 0 2 3 27 9 91 N Y 0.86
Parabolus 14.99 0.15 0 0 0 16 N Y
Yet Another Tower Defense 1.99 0.4 20 22 38 1.727272727 396 N N 0.65
Galaxy Squad 9.99 0.25 8 42 5.25 3741 Y N 0.87
Swords and Soldiers 2 14.99 0.1 65 36 63 1.75 1742 N N 0.84
SpitKiss 2.99 0 3 1 2 2 63 N N
Holy Potatoes 14.99 0 24 11 22 2 617 N N 0.7
Kursk 29.99 0.15 90 62 98 1.580645161 2394 N N 0.57
SimpleRockets 2 14.99 0.15 90 142 272 1.915492958 3441 Y N 0.85
Egress 14.99 0.15 160 44 75 1.704545455 7304 Y N 0.67
Kynseed 9.99 0 600 128 237 1.8515625 12984 Y N 0.86
11-11 Memories 29.99 0 30 10 69 6.9 767 N N 0.96
Rage in Peace 12.99 0.1 15 10 42 4.2 377 N N 0.85
One Hour One Life 19.99 0 12 153 708 4.62745098 573 N N 0.81
Optica 9.99 0 0 2 3 1.5 18 N N
Cybarian 5.99 0.15 8 4 18 4.5 225 N N
Zeon 25 3.99 0.3 3 11 12 1.090909091 82 Y N
Of Gods and Men 7.99 0.4 3 10 18 1.8 111 N Y
Welcome to Princeland 4.99 0.1 1 15 55 3.666666667 30 N N 0.85
Zero Caliber VR 24.99 0.1 100 169 420 2.485207101 5569 Y N 0.73
HellSign 14.99 0 100 131 334 2.549618321 3360 Y N 0.85
Thief Simulator 19.99 0.15 400 622 1867 3.001607717 10670 N N 0.81
Last Stanza 7.99 0.1 8 2 4 2 228 N Y
Evil Bank Manager 11.99 0.1 106 460 4.339622642 8147 Y N 0.78
Oppai Puzzle 0.99 0.3 36 93 2.583333333 54 N N 0.92
Hexen Hegemony 9.99 0.15 3 1 5 5 55 Y N
Blokin 2.99 0 0 0 0 0 10 N N
Light Fairytale Ep 1 9.99 0.1 80 23 54 2.347826087 4694 Y N 0.89
The Last Sphinx 2.99 0.1 0 0 1 0 17 N N
Glassteroids 9.99 0.2 0 0 0 0 5 Y N
Hitman 2 59.99 0 2000 2653 3677 1.385978138 52226 N N 0.88
Golf Peaks 4.99 0.1 1 8 25 3.125 46 N N 1
Sipho 13.99 0 24 5 14 2.8 665 Y N
Distraint 2 8.99 0.1 40 104 321 3.086538462 1799 N N 0.97
Healing Harem 12.99 0.1 24 10 15 1.5 605 N N
Spark Five 2.99 0.3 0 0 0 0 7 N N
Bad Dream: Fever 9.99 0.2 30 78 134 1.717948718 907 N N 0.72
Underworld Ascendant 29.99 0.15 200 216 288 1.333333333 8870 N N 0.34
Reentry 19.99 0.15 8 24 78 3.25 202 Y N 0.95
Zvezda 5.99 0 2 0 0 0 25 Y Y
Space Gladiator 2.99 0 0 1 2 2 5 N N
Bad North 14.99 0.1 500 360 739 2.052777778 15908 N N 0.8
Sanctus Mortem 9.99 0.15 3 3 3 1 84 N Y
The Occluder 1.99 0.2 1 1 1 1 13 N N
Dark Fantasy: Jigsaw 2.99 0.2 1 9 36 4 32 N N 0.91
Farming Simulator 19 34.99 0 1500 3895 5759 1.478562259 37478 N N 0.76
Don't Forget Our Esports Dream 14.99 0.13 3 16 22 1.375 150 N N 1
Space Toads Mayhem 3.99 0.15 1 2 3 1.5 18 N N
Cattle Call 11.99 0.1 10 19 53 2.789473684 250 Y N 0.71
Ralf 9.99 0.2 0 0 2 0 6 N N
Elite Archery 0.99 0.4 0 2 3 1.5 5 Y N
Evidence of Life 4.99 0 0 2 4 2 10 N N
Trinity VR 4.99 0 2 8 15 1.875 61 N N
Quiet as a Stone 9.99 0.1 1 1 4 4 42 N N
Overdungeon 14.99 0 3 86 572 6.651162791 77 Y N 0.91
Protocol 24.99 0.15 60 41 117 2.853658537 1764 N N 0.68
Scraper: First Strike 29.99 0 3 3 15 5 69 N N
Experiment Gone Rogue 16.99 0 1 1 5 5 27 Y N
Emerald Shores 9.99 0.2 0 1 2 2 12 N N
Age of Civilizations II 4.99 0 600 1109 2733 2.464382326 18568 N N 0.82
Dereliction 4.99 0 0 0 0 #DIV/0! 18 N N
Poopy Philosophy 0.99 0 0 6 10 1.666666667 6 N N
NOCE 17.99 0.1 1 3 4 1.333333333 35 N N
Qu-tros 2.99 0.4 0 3 7 2.333333333 4 N N
Mosaics Galore. Challenging Journey 4.99 0.2 1 1 8 8 14 N N
Zquirrels Jump 2.99 0.4 0 1 4 4 9 N N
Dark Siders III 59.99 0 2400 1721 2708 1.573503777 85498 N N 0.67
R-Type Dimensions Ex 14.99 0.2 10 48 64 1.333333333 278 N N 0.92
Artifact 19.99 0 7000 9700 16584 1.709690722 140000 N N 0.53
Crimson Keep 14.99 0.15 20 5 6 1.2 367 N N
Rival Megagun 14.99 0 35 26 31 1.192307692 818 N N
Santa's Workshop 1.99 0.1 3 1 1 1 8 N N
Hentai Shadow 1.99 0.3 2 12 6 14 N N
Ricky Runner 12.99 0.3 3 6 13 2.166666667 66 Y N 0.87
Pro Fishing Simulator 39.99 0.15 24 20 19 0.95 609 N N 0.22
Broken Reality 14.99 0.1 60 58 138 2.379310345 1313 N Y 0.98
Rapture Rejects 19.99 0 200 82 151 1.841463415 9250 Y N 0.64
Lost Cave 19.99 0 3 8 11 1.375 43 Y N
Epic Battle Fantasy 5 14.99 0 300 395 896 2.26835443 4236 N N 0.97
Ride 3 49.99 0 75 161 371 2.304347826 1951 N N 0.74
Escape Doodland 9.99 0.2 25 16 19 1.1875 1542 N N
Hillbilly Apocalypse 5.99 0.1 0 1 2 2 8 N N
X4 49.99 0 1500 2638 4303 1.63115997 38152 N N 0.7
Splotches 9.99 0.15 0 2 1 0.5 10 N N
Above the Fold 13.99 0.15 5 2 6 3 65 Y N
The Seven Chambers 12.99 0.3 3 0 0 #DIV/0! 55 N N
Terminal Conflict 29.99 0 5 4 11 2.75 125 Y N
Just Cause 4 59.99 0 2400 2083 3500 1.680268843 50000 N N 0.34
Grapple Force Rena 14.99 0 11 12 29 2.416666667 321 N Y
Beholder 2 14.99 0.1 479 950 1.983298539 16000 N N 0.84
Blueprint Word 1.99 0 12 15 1.25 244 N Y
Aeon of Sands 19.99 0.1 20 12 25 2.083333333 320 N N
Oakwood 4.99 0.1 32 68 2.125 70 N N 0.82
Endhall 4.99 0 4 22 42 1.909090909 79 N N 0.84
Dr. Cares - Family Practice 12.99 0.25 6 3 8 2.666666667 39 N N
Treasure Hunter 16.99 0.15 200 196 252 1.285714286 4835 N N 0.6
Forex Trading 1.99 0.4 7 10 14 1.4 209 N N
Ancient Frontier 14.99 0 24 5 16 3.2 389 N N
Fear the Night 14.99 0.25 25 201 440 2.189054726 835 Y N 0.65
Subterraneus 12.99 0.1 4 0 3 #DIV/0! 82 N N
Starcom: Nexus 14.99 0.15 53 119 2.245283019 1140 Y N 0.93
Subject 264 14.99 0.2 25 2 3 1.5 800 N N
Gris 16.9 0 100 1484 4650 3.133423181 5779 N N 0.96
Exiled to the Void 7.99 0.3 9 4 11 2.75 84 Y N
Column Explanations
For the columns that are not self-explanatory:

Question 1: Does Quality Predict Success?

There was a recent blog post stating that the #1 metric for indie games' success is how good it is.
Quality is obviously a subjective metric. The most obvious objective measure of quality for Steam games is their % Favorable Review score. This is the percentage of reviews by purchasers of the game that gave the game a positive rating. I excluded any game that did not have at least 20 user reviews in the first month, which limited the sample size to 56.
The (Pearson) correlation of a game's review score to its number of reviews three months after its release was -0.2. But 0.2 (plus or minus) isn't a very strong correlation at all. More importantly, Pearson correlation can be swayed if the data contains some big outliers. Looking at the actual games, we can see that the difference is an artifact of an outlier. Literally. Valve's Artifact by far had the most reviews after three months and had one of the lowest review scores (53% at the time). Removing this game from the data changed the correlation to essentially zero.
Spearman's Rho, an alternative correlation model that correlates rank position and minimizes the effect of huge outliers produced a similar result.
Conclusion: If there is correlation between a game's quality (as measured by Steam review score) and first quarter sales (as measured by total review count), it is too subtle to be detected in this data.

Question 2: Do Demos, Early Access or Launch Discounts Affect Success/Failure?

Unfortunately, there were so few games that had demos prior to release (10) that only a very strong correlation would really tell us anything. As it happens, there was no meaningful correlation one way or another.
There were more Early Access titles (28), but again the correlation was too small to be meaningful.
More than half the titles had a launch week discount and there was actually a moderate negative correlation of -0.3 between having a launch discount and first week review count. However it appears that this is primarily the result of the tendency of AAA titles (which sell the most copies) to not do launch discounts. Removing the titles that likely grossed over a $1 million in the first week reduced the correlation to basically zero.
Conclusion: Insufficient data. No clear correlation between demos, Early Access or launch discount and review counts: if they help or hurt the effect is not consistent enough to be seen here.

Question 3: Does pre-launch awareness (i.e., Steam followers) predict success?

You can see the number of "followers" for any game on Steam by searching for its automatically-created Community Group. Prior to launch, this is a good rough indicator of market awareness.
The correlation between group followers shortly before launch and review count at 3 months was 0.89. That's a very strong positive correlation. The rank correlation was also high (0.85) suggesting that this wasn't the result of a few highly anticipated games.
Save for a single outlier (discussed later), the ratio of 3 month review counts to pre-launch followers ranged from 0 (for the handful of games that never received any reviews) to 1.8, with a median value of 0.1. If you have 1000 followers just prior to launch, then at the end of the first quarter you should expect "about" 100 reviews.
One thing I noticed was that there were a few games that had follower counts that seemed too high compared to secondary indicators of market awareness, such as discussion forum threads and Twitter engagement. After some investigation I came to the conclusion that pre-launch key activations are treated as followers by Steam. If a game gave away a lot of Steam keys before launch (say as Kickstarter rewards or part of beta testing) this would cause the game to appear to have more followers than it had gained "organically."
Conclusion: Organic followers prior to launch are a strong predictor of a game's eventual success.

Question 4: What about price?

The correlation between price and review count at 3 month is 0.36, which is moderate correlation. I'm not sure how useful that data point is: it is somewhat obvious that higher budget games have larger marketing budgets.
There is a correlation between price and review score of -0.41. It seems likely that players do factor price into their reviews and a game priced at $60 has a higher bar to clear to earn a thumbs up review than a game priced at $10.

Question 5: Do first week sales predict first quarter results?

The correlation between number of reviews after 1 week and number of reviews after 3 months was 0.99. The Spearman correlation was 0.97. This is the highest correlation I found in the data.
Excluding games that sold very few copies (fewer than 5 reviews after the first week), most games had around twice as many reviews after 3 months as they did after 1 week. This suggests that games sell about as many copies in their first week as they do in the next 12 weeks combined. The vast majority of games had a tail ratio (ratio of reviews at 3 months to 1 week) of between 1.3 to 3.2.
I have seen a number of questions from developers whose game had a poor launch on Steam and wanted to know what they can do to improve sales. While I'm certain post-launch marketing can have an effect on continuing sales, your first week does seem to set hard bounds on your results.
Conclusion: ALL SIGNS POINT TO YES

Question 6: Does Quality Help with a Game's "Tail"?

As discussed in the last question while first week sales are very strongly correlated with first quarter, there's still quite a wide range of ratios. Defining a game's Tail Ratio as the ratio of reviews after 3 months to after 1 week, the lowest value was 0.95 for "Pro Fishing Simulator" which actually managed to lose 1 review. The highest ratio was 6.9, an extreme outlier that I'll talk about later. It is perhaps not a coincidence that the worst tail had a Steam score of 22% and the best tail had a Steam score of 96%.
The overall correlation between the Tail Ratio and Steam score was 0.42.
Conclusion: Even though there is no clear correlation between quality and overall review count/sales, there is a moderate correlation between a game's review score and its tail. This suggests that "good games" do better in the long run than "bad games," but the effect is small compared to the more important factor of pre-launch awareness.

Question 7: Is it possible to predict a game's success before launch without knowing its wishlists?

While I was compiling the data for each game, sometime prior to its scheduled launch date, I would make a prediction of how many reviews I thought it would receive in its first week and add that prediction to the spreadsheet.
The #1 factor I used in making my prediction was group follower count. In some cases I would adjust my prediction if I thought that value was off, using secondary sources such as Steam forum activity and Twitter engagement.
The correlation between my guess and the actual value was 0.96, which is a very strong correlation. As you can see in the data, the predictions are, for the most part, in the right ballpack with a few cases where I was way off.
Based on my experience, multiplying the group follower count by 0.1 will, in most cases, give you a ballpark sense of the first week quarter review count. If a game doesn't have at least one question in the discussion forum for every 100 followers, that may indicate that there are large number of "inorganic" followers and you may need to adjust your estimate.
Conclusion: Yes, with a few exceptions, using follower data and other indicators you can predict first week results approximately. Given the strong correlation between first week and quarter sales, it should also be possible to have a ballpark idea of first quarter results before launch.

Final Question: What about the outliers you mentioned?

There were a few games in the data that stood out significantly in one way or another.
Outlier #1: Overdungeon. This game had 77 group followers shortly before launch, a fairly small number and based solely on that number I would have expected fewer than a dozen reviews in the first week. It ended up with 86. Not only that, it had a strong tail and finished its first quarter with 572 reviews. This was by a wide margin the highest review count to follower ratio in the sample.
Based on the reviews, it appears to basically be Slay the Spire, but huge in Asia. 90% of the reviews seem to be in Japanese or Chinese. If anyone has some insight to this game's unusual apparent success, I'm very curious.
This seems to be the only clear example in the data of a game with minimal following prior to launch going on to having a solid first quarter.
Outlier #2: 11-11 Memories Retold. This game had 767 group followers shortly before launch, ten times as many as Overdungeon. That's still not a large number for even a small indie title. It had a fair amount going for it, though: it was directed by Yoan Fanise, who co-directed the critally acclaimed Valiant Hearts, a game with a similar theme. It was animated by Aardman Studios of "Wallace and Gromit" fame. Its publisher was Bandai Namco Europe, a not inexperienced publisher. The voice acting was by Sebastian Koch and Elijah Wood. It has dozens of good reviews in both gaming and traditional press. It currently has a 95% positive review rating on Steam.
Despite all that, nobody bought it. 24 hours after it came out it had literally zero reviews on Steam. One week after it came out it had just 10. Three months later it had demonstrated the largest tail in the data, but even then it had only climbed to 69 reviews. Now it's at about 100, an incredible tail ratio, but almost certainly a commercial failure.
This is a solid example that good game + good production values does necessarily equal good sales.

Final notes:
The big take-aways from this analysis are:
Thanks for reading!
submitted by justkevin to gamedev [link] [comments]

Dive Bar Pub Crawl 2018 - Second Six

I'm doing a tribute to the 24 days of Christmas by going over the financial statements of 24 companies that are considered downrange, speculative, and just plain high risk.
The legal cannabis industry already has a ton of risk in it - but this stuff - is only for thrill seekers. All opinions are my own, and certainly not a recommendation for or against any of them, or to buy or sell.
I've limited myself to 45mins to each, and kept to most recent financial statements You'll likely know more about the company than me if you're following them. This is only my reactions with a brief commentary about what I see in their financial statements.
I haven't been consistent in following them all over the past year: some I have, others not.
The first one this year.....is here
LDS - Lifestyle Delivery Systems
Price Then: $0.34 - Price Now: $0.37
Bleh. Still looks like a very expensive front office for a million a year in revenue and 50% margin. Leverage is nose bleed inducing, $26MM in accumulated deficit, and no real end in sight. If I was a shareholder - I’d be all over mgmt. As in: ‘when will a business actually emerge here?’. Still looks like an ATM for mgmt.
RTI - Radient Technologies
Price Then: $1.54 - Price Now: $0.77
Take out the bank balance, the market is valuing the business at about $0.50. For 2 years of stagnant revenue and billowing losses...$7MM last 2 quarters alone...meh. They do look to be operationalizing, perhaps that’s the dev cycle this industry business model is within. If that’s the case, I’m looking to see what happens over the next year - and if the spend justifies the returns.
Investors should be hoping their sales pipeline doesn’t turn into a TransMountain.
TNY - Tinley Beverage Company
Price Then: $0.85 - Price Now: $0.46
Funny enough, Tinley came across the radar a few months ago, and the elves took a stab at it. A couple of fans of this outfit took umbrage with their characterization at the time. They still didn’t put up any math though. Nor referenced the financials.
I was talking with u/GoBlueCdn the other day on the phone, and in conversation, he said: ‘fundamentals will always bear out.’ I couldn’t agree more. The noise and heat and smoke and knees and elbows of the intra-houday/week/month price moves….will always get throat-punched by solid ops. Never a question of it. It’s simply a function of time. The question of whether fanboys (and their accusations) will still be there when night turns to day….is an answerable one. They usually melt like toilet paper put into water. I stick to financials. If they're rocking it, I'll say so. If they're not......same deal.
I haven’t looked at these guys since then. Let’s do it again…..
Ok. I could wax poetic for awhile on this, nothing other than incremental at this point really. I don’t have anything against it. I like the idea of drinkables, but I've never tried one. And….I’m woefully ignorant about emulsions and such. If it’s a good product: I’m there. Probably like most people.
The reality is that these guys have tripped and slipped and reset several times…and aren’t delivering. Maybe I have expectations that are unreasonable (like the one’s they’ve established in the investor decks?).
One way or the other, limping along with no sales will eventually catch up with you. Despite the pitch. Revenues fix almost everything.
Onward:
iAn - Ianthus Capital Holdings
Scratched! Now post merger with MPX - and that I’ve already done that one - means redundancy at this juncture. We’ll skip this, and add a newcomer to the list at the end. Xmas surprise time!
CHV - Canada House Wellness Group Inc
Price Then: $0.37 - Price Now: $0.13
“You are now entering Liquidation City”
Population: CHV
Home of the ‘cash only’ auction. All purchases must be removed by 5PM or goods and purchase price will be forfeited
From doing these guys last year, I recall vividly how much I appreciate good disclosure. With it, there’s not only many more items to divine the entrails of - it also allows one to get a 3D look at an outfit. Often, business dislikes this for obvious reasons (it signals activities/plans/competitive advantages), but also because many people are uncomfortable taking a shower in public.
I took my foot off the throttle though after a certain point with these guys - there’s much more to speak to. All of it negative. I went a little overtime on this one, because I like the idea of a patient-centric Canadian producer. But.
If these guys last a year….there’s going to have to be capital infusion, and Note 10 will probably expand to the size of a large city’s phone book. It’s looking as proof that c-suite changes don’t change underlying business realities. And these guys need major changes, in far more than management.
LIB - Liberty Leaf Holdings
Price Then: $0.48 - Price Now: $0.10
  • not much cash, all they had seems to have gone into ‘facility equipment’.
  • Since they don’t seem to have a facility (on their books anyhow) that makes sense.
  • Appears to have pivoted (the elves always chuckle hearing that word) from aspiring producer, to ‘cannabis business accelerator’.
  • I read this as that they took a couple of runs at getting a grow op up, but got high centred on the meridian of ACMPR licensing delays (Pivot Time!)
  • Note 8 & 9 cover their ‘investing activities’. But it’s mainly transactional. If they’re ‘building value’ for shareholders, odd way to do it using paper on non-operating assets, and no apparent uplift able to be predicted.
  • CEO has gotten some help - he’s gone from ‘Chief Cook & Bottle Washer’ to mainly big chair activities.
  • SBC of a million dwarfs all other income statement spends
  • 60% of assets is their own paper, issued as ‘investment in associate’
  • $26MM of S/E? Please meet $26MM deficit in S/E. LIB’s capital is ostensibly only paper, and more paper.
  • If liquidated on hard assets, company would realize $2MM. I didn't have time to look into unconsolidated subs.
  • The loading of optionality in 2019? Pretty much all struck. Most of management's fruit has been shaken from the tree.
  • Whoop. Spoke too soon. Still 5MM of $0.17 options left to go. Looks like there’s still a lot of fruit up top yet
  • Note 19 is all one needs to read on this thing.
This feels like a squatter-aspiring-to-be-taken-out…..shifted to……business-accelerator-ATM-for-mgmt.
The businesses they’ve invested in could use a lot of accelerating btw, they’ve picked ones that are like cars rusting in a field. The blockchain outfit has shed half its value since listing, and the late stage applicant’s business(es) appear to be suspended in amber.
They’re also connected to some clinical trials, a retail facing outfit, among several others. All paper, all the time.
If there’s a business in here outside of a cashlessly fuelled pitch deck (written on lots of paper), I can’t see it. Perhaps something will happen someday. Nothing has in the last 365 of them. Excepting SBC of course. It's been busy there.
QCC - Quadron Cannatech Corp
Price Then: $0.38 - Price Now: $0.12
  • Cash and inventory and liabilities and S/E relatively flat.
  • A/R shows sales throughput
  • 30% margins. G&A lean. SBC exemplary for industry.
  • SBC might also be low because share price has tanked.
  • Sales needed. Slower industry ramp has slowed industry need for equipment. Should be stronger year if the underlying operational capacity begins to expand, and demand for units cranks.
  • Very clean financials. Not much else to say or see.
This one is dead simple in the financial statements. Love love love.
Whether they’ll start extracting revenue, is solely a function of their sales channel. As I’ve learned over the past year - everybody (and I mean everybody) - is in the extraction space. Operating in this industry sub-sector is like being in a sardine can without any oil (pun intended). Crowded space indeed.
Cashflow is the core of business, and, if QCC can compete and succeed within what is a very competitive landscape - all power to them (and Canadian manufacturing as well). Calling this a ‘challenging environment’ is an understatement. Sales need to begin growing. Another year in the same general state will test market patience, which, is looking like its' already becoming impatient.
Disclaimer - I've met Rosy several times now, and have come to respect her very much. I believe she’s a class act: both professionally, and personally. FWIW, full disclosure.
I’m gonna go have some egg nog with the elves and compliment them on their behavior. They don't start drinking until after 1PM most days now.
That they get out of bed around noon, it's not really saying much. Still, a big improvement over last year.
submitted by mollytime to TheCannalysts [link] [comments]

Weekly Roundup | Random Chat | Notifications

News roundup for the previous week.
In International news
  1. Chinese in Australia have setup their own safety networks due to lack of police response
  2. China Is Our Last Diplomatic Hope for North Korea
  3. Mass deportation of Chinese from #Fiji in latest offshore crackdown by Beijing: Fijian and Chinese law enforcement agencies arrest 77 in joint operation similar to others carried out in Indonesia and Cambodia
  4. Launch of China- #Malaysia rail link signals stronger ties: China is funding the 620km-long rail link stretching from Tumpat town, near Malaysia's border with Thailand, to Kuantan Port, before cutting through the mountainous central region to Port Klang, Malaysia's busiest port
  5. #Canadians Have Worse Impression Of U.S. Government Than China: Abacus Poll 49% said they had a "very negative" impression of the U.S. 22% for China. Co-author said it was "remarkable" Canadians having more favourable views of China and Russia than of the "passionate defender of individual freedoms"
  6. China hands Trump a win on North Korea crisis
  7. Taiwan calls time on Mongolia and Tibet affairs commission
  8. South Korean's Leader Bluntly Warns U.S. Against Striking North (Apparently not important enough to make it on Google News Headlines)
  9. Fighting for Chinatown
  10. China won’t allow regime change in N. Korea – fmr US diplomat
  11. Ukraine seeks greater presence in China's agro products market
  12. China tells ‘imperfect’ US to mind its own business over religious freedom criticism
  13. Asian Americans Are Targeted For Hate Crimes More Than We Think
  14. The Shanghai Cooperation Organization (#SCO) completed a joint anti-terrorist drill in Russia's Yaroslavl region located northeast of Moscow, Russia's Federal Security Service (FSB) said
  15. Man Gets Sentenced To Life For Killing USC Student From China
  16. Beijing signs deals with Nepal
  17. Chinese universities rise in world university academic rankings
  18. China's New Base in Djibouti to Aid Economic Expansion in #Africa. Currently, China mainly imports minerals and oil from Africa, but its long-term plan is to build factories on the continent and move some of its manufacturing there to take advantage of the cheaper labor and geographic position
  19. Hard-pedaling Soft Power, China Helps Launch $13B Belt and Road Rail Project in #Malaysia: "The ECRL is indeed yet another 'game changer' and a 'mindset changer' for Malaysia as it will significantly cut travel time to and from the east coast of the peninsula," Malaysian Prime Minister said
  20. 'Economic war with China is everything' Steve Bannon got removed (lol)
  21. Chinese Yang Jiayu wins women's 20km race walk at London World Championships
  22. Asian woman says she quit Google due to racial discrimination
  23. Chinese-Americans concerned about new Texas immigration law
  24. Chinese and #African media houses vow to deepen cooperation in information sharing, best practice and training to improve the dissemination of information
  25. #Pakistan, China sign documents to enhance cooperation in the fields of education and infrastructure development
  26. Former Shanghai teacher now a tribal chief in Nigeria
  27. ‘Duterte wants joint exploration with China’ Foreign Affairs Secretary Alan Peter Cayetano said
In Domestic news
  1. Two arrested in 22-year murder case, one suspect award-winning writer, member of Chinese Writers Association [Chinese]
  2. HK Democracy activist Howard Lam, (aka Staples-Tortured Chub), arrested for misleading police over kidnap claim
  3. Sinopec goes big on geothermal
  4. China Launches ‘Special Crackdown’ on Pyramid Schemes
  5. Police may look into mental health of Hong Kong democracy activist Howard Lam after kidnap claim suspecting mental issues and the stapling was an act of self-harm
  6. 1,290 meters! The main construction of the world's longest 3-tower cable-stayed railway bridge has completed in China
  7. Hong Kong activist Joshua Wong jailed over Occupy protests
  8. China is investigating its major social media sites, including Baidu, WeChat and Weibo, for potentially breaching cybersecurity laws
  9. China’s Major Social Platforms to Cooperate With Authorities in #Cybersecurity: Tieba communication platform, the WeChat messenger and Weibo made separate statements earlier in the day declaring their readiness to actively cooperate with the CAC
  10. China Launches World's Largest Floating #Solar Power Plant: over 160,000 solar panels spreading over 86 hectares of water surface, can provide energy for some 15,000 houses annually
In SciTech news
  1. #Nanochemistry meets macrostructures: Chinese scientists report the synthesis of a macroscopic aerogel from carbonitride nanomaterials which is an excellent catalyst for the water-splitting reaction under visible-light irradiation
  2. Light, strong alloy may alter design of aircraft: The nano ceramic aluminum alloy was developed at Shanghai Jiao Tong University. The new material has already been used in the Tiangong-1 and Tiangong-2 space labs, quantum satellites and meteorological satellites
  3. Converting greenhouse gas to value-added syngas takes a big step forward
  4. China to build first #Mars simulation base: Situated at the Qaidam basin in western Qinghai, Haixi was chosen for its Mars-like landform, landscape and climate
  5. Seeking Greater Global Power, China Looks to Robots and Microchips
  6. Earliest-Known Winged #Mammal Relatives Discovered In China: When you think about the Jurassic Period, you probably think of massive dinosaurs. But now scientists say there were also gliders, akin to today's flying squirrels . Maiopatagium furculiferum and Vilevolodon diplomylos
  7. Chinese satellite sends 'hack-proof' message: The #Micius satellite beamed messages to two mountain-top receiving stations 645 km (400 miles) and 1,200 km away. Complicated optics on the Chinese satellite protect messages with entangled photons
  8. New Privacy Mode Added to DJI Drones, US Army Released Memo to Grant Exception to DJI Ban Pending this New Privacy Mode
  9. Scientists have cloned genetically modified piglets that may prove a safe source of organs for transplants into humans. The piglets, born in a lab in Yunnan, do not carry the active infectious viral gene which has impeded the process of pig-to-human transplantation for more than a decade
  10. China to establish intercontinental ‘hack-proof’ #quantum links with Australia, Europe: Further experiments this year will evolve ground stations in Germany and Italy, Pan added, bringing the project closer to the planned Asian-European secure communication network
  11. Woman Becomes First Person to Be Cryopreserved in China
  12. Novel Thruster Design Could Enable Deeper Travel Into Space
  13. China launches brain-imaging factory
  14. Chinese scientists reveal how itch turns into scratch. In a study published in the U.S. journal Science, researchers reported the discovery of a central neural circuit that moves itch signal from the spinal cord to a part of the brainstem called the parabrachial nucleus (PBN).
  15. China pips US to start world’s first meltdown-proof nuclear reactor
  16. China has unveiled the world's first 'unhackable computer network'
  17. 1,069 dancing robots break Guinness World Record in China (VIDEO)
  18. Despite strains, China and the US are top partners in science
  19. Woman saved by pioneering 3D printed spine in China: had to have six consecutive cervical vertebrae replaced because they had been affected by the rare cancer
  20. Chinese Internet majors compete to dominate #ASEAN tech ecosystem: Baidu, Alibaba, Tencent and JD.com – collectively termed BATJ – are leading a wave of investment into Southeast Asia’s venture ecosystem and technology sector
  21. Who Are China's Biggest Fabless Chipmakers?
In Economic news
  1. Spotlight: Bashing China cannot solve U.S. economic problems, experts say
  2. China July FX reserves unexpectedly hit 9-month high on boost from weak dollar: China's forex reserves, the world's largest, rose $24 billion in July to $3.081 trillion
  3. China's Economic Outlook in Six Charts
  4. Fiat Chrysler could be bought by a Chinese automaker If a deal comes to fruition, it would be a big boon for Chinese car companies looking to improve
  5. Industrial “edge cities” have helped China grow
  6. Deng Xiaoping - the world's greatest economist
  7. US formally launches probe of China trade ties
  8. China emerging as Germany's main economic rival
  9. New investment rules to curb China's foreign acquisition binge
  10. How China’s can-do generation will power economic growth
  11. Young Taiwanese choose China jobs over politics
In Military news
  1. What is China’s PLA doing in #Laos? Beijing's 'Train of Peace' mission to provide medical care to Lao armed forces was nominally a goodwill mission but underscored the country's strategic importance to China's plans for Southeast Asia
  2. Russia, China challenging US military dominance: Mattis
  3. China's making major progress with its aircraft carrier tech (Type 002 to have flat top with catapult, Type 003 to be nuclear powered supercarriers)
  4. Think Tank Says Beijing Continuing #SouthChinaSea Construction. Photos of Tree Island demonstrate sizeable expansion of the island’s above-water mass between August 5, 2015, and August 5, 2017. The size of the island increased by roughly 24 acres between during the time period, AMTI said
  5. #Taiwan says Chinese aircraft fly around island in weekend of drills
  6. #Space Standoff: Uncertainty in Militarized Space. If Russian policy towards the American space program is described as unfriendly, then U.S. policy towards China can be described as nothing short of hostile
  7. Construction of China's 2nd #AircraftCarrier for PLAN Progressing Faster than Expected: propulsion system tests are currently underway. The first and third boilers are already on, and the steam turbines will soon follow. Dockside testing could start within the next month
  8. China has announced plans to bolster its maritime #nuclear capabilities with the creation of a major new joint venture project, could provide the catalyst for the development of floating reactors. The new company will also seek to promote the development of nuclear-powered vessels
  9. The #Pentagon’s top general Joe Dunford, chairman of the Joint Chiefs of Staff, said he discussed with his Chinese counterparts ways to coordinate with China’s military to avoid dangerous miscalculations should war break out with North Korea
Other Notables
  1. Adopted to the US, an American teen’s journey in search of her roots
  2. The busiest employee in a warehouse? Meet China-made warehouse robot!
  3. New research blamed increased competition with China for soaring death rates among white, middle aged Americans (lol)?
  4. On the other side of the table: Nepalese commenters on youtube - to Nepal, India is the big bully, loves China, calls for China's protection
  5. Why Nirvana in Fire is the Best Cdrama
  6. July 2017 Study Refutes Earlier Theories of "Increased US White Male Despair / Deaths Due to Loss of Jobs to China" ("Opioids and obesity, not 'despair deaths,' raising mortality rates for white Americans)
  7. China starts work on world's second-largest hydropower station
  8. Vincent Chin was a Chinese American Man beaten to death in 1982 with a baseball bat by two laid off auto-workers who blamed him for losing their jobs because Japanese cars started becoming popular. The men received initial sentences of 3 years probation and no jail time.
  9. Chinese Guy & American Girlfriend React to Racist Fox News Chinatown Segment
  10. Preserving Nanjing's architectural treasures
  11. The King's Woman 秦时丽人明月心 Airs this week
  12. Hollywood chases after Wu Jing as Wolf Warriors 2, a film with $30M budget crosses $700M mark and still rising.
  13. #Taichi is big in China and its influence is spreading globally: China's mega-rich and powerful believe the merits of the gentle exercise boosts not only personal well-being but company profits and transforms corporate cultures
  14. Why My School Teaches Students to Survive on Next to Nothing
  15. Eddie Huang Serves A White Supremacist & Trump Supporter The Facts While They Eat Chinese Food
  16. #Banda Islands: How Chinese traders – and war over an aphrodisiac – led to a multicultural Indonesia. The world’s major powers considered the Banda Islands the key spoil of a spice war hundreds of years ago and it is this bloody past that made the country what it is today
  17. How the ‘Safest Place on Earth’ Can Be More Welcoming to Others
  18. Modern Chinese Architecture: Landscape Design of Suzhou Vanke Great Lake Park
  19. No.66 Lanman Hutong Renovation
  20. RAW: China holds massive day-night live-fire artillery drill
  21. When Hong Kong workmen dug up 2,000-year-old tomb and were all set to demolish it until public’s enthusiasm saved the day
  22. Long awaited Tribes & Empires: Storm of Prophecy confirmed to air on September 25, 2017.
  23. Heads up, our brothers in arms RT channel has amazing series of documentaries on Chinese culture and the new silk road, very beautifully shot.
  24. Any recent documentaries about modern china history that aren't from the western perspective with English subs or audio?
  25. Forgotten ally? China's unsung role in World War II
  26. 81-Year-Old Chinese Husband Serenades Wife In a Coma For Their 54th Anniversary
  27. How Chop Suey Saved San Francisco's Chinatown [Chinese Food: An All-American Cuisine, Pt. 1]
  28. The Untold Story Of America's Southern Chinese [Chinese Food: An All-American Cuisine, Pt. 2]
  29. 5000 thousands years of beauty.
  30. #WolfWarrior2 Crosses $600M In China; No. 6 All-Time Gross In A Single Market
  31. Throwback to when movies used to start with this...
  32. Alright, I know some of us support Trump, but this better not be you (3rd generation Chinese American Neo-Nazi supporter)
  33. Why the Western definition of human rights is an absurd fraud
  34. #WWE Network to Launch in China: Vince McMahon's pro wrestling organization signed a deal with PPTV to offer a subscription video-on-demand service including all live pay-per-view events
  35. Documentary explores the history of astronomy in China
  36. 'Economic war with China is everything': Trump’s chief strategist in candid interview
  37. The Chinese massacre of 1871 in Los Angeles, California. An estimated 17 to 20 Chinese immigrants were tortured and then hanged by the mob, making the event the largest mass lynching in American history.
  38. Chinese Social Political Stability Rests in "Dual Faceted Identity System" (A Model Societal System Analysis based on Recent Rise of White Nationalism in US)
  39. Lu Xiaojun (77) - 170kg/175kg/177kg Snatch Slow Motion
  40. The Surprisingly Important Role China Played in WWI
  41. Chinese Farmer Builds Epic Multi-Story Platform For 'Pig Diving'
  42. Ai Weiwei takes a small break from mocking Chinese government to criticise western society - "Human Flow" documentary film about refugees
  43. Review: Capitalism With Chinese Characteristics
  44. Hollywood hero with Chinese characteristics
  45. BBC calls what Chinese are doing 'exploitation' while the exact same thing done in the west is ignored.
  46. Ancient poetry content in Chinese text books to sharply increase
  47. The Love Affair of Mussolini’s Daughter Edda & Zhang Xueliang, Heroic China Warlord
  48. 57-year-old man grabs gold medals in body building competition
  49. Cambridge University Press pulls articles in China at Beijing’s request
  50. China's Wolf Warriors 2 joins top 100 grossing films worldwide: non-Hollywood film to break into the top 100 all-time grossing movies worldwide. Knocked 1994's "Forrest Gump" from the No 100 spot
  51. 《追捕》 Manhunt (directed by John Woo) International Trailer
  52. Why Nirvana in Fire is the Best Chinese Drama - Part 2/2
  53. Trying to learn more about traditional chinese culture, what can you guys tell me about the color Qing?
  54. Robot introduced to hospital to autofill prescriptions in E. China
  55. Something worth a grin
  56. Story of China’s ancient military might found carved in cliff
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Loom: Change Your Settings Before You Share The Best Forex Trading Robot You Will Find 90% Win Rate ... Steam drum level transmitter setup Setup Wars - Episode 184 - YouTube TAS Market Profile: Market Map

Posted on May 30, 2020 Author Forex Trader Categories forex basics, forex bonus, forex books, forex invest, forex knowledge, forex learn, forex system download, forex tips, forex trading Tags best settings for forex steam, download forex steam, download forex steam ea, ea forex steam settings, forex flex ea or forexsteam, forex steam, forex steam ( v3, forex steam 5.2 free download, forex ... Then, you will want to take the latest version, Forex Steam Light V9, and you will want to set it up in 4 different ways on 4 different accounts: Set it up on default settings on EURUSD; Set it up on default settings on a pair of your choosing; Set it up on time restricted settings on 2-3 pairs; Set it up on time restricted settings another 2-3 ... Full trading history with Forex Steam Light. 362. INDEPENDENT TRADING RESULTS. Results provided by Forex Robot Nation.. MORE TRADING RESULTS. Check out the most recent history of Forex Steam in this image here. 2017 Profit. 2018 Profit. 2019 Profit. 2020 Profit. Here we show consistent growth increasing by 5-10% profitability each year. This shows that our development team is adjusting to the ... This strategy discussion is exclusively for Forex Steam Light (our preferred version). Step By Step Process. First, you will want to go into your MT4 platform. Then, once you’ve opened MT4, Right click on your chart go down to “Expert Advisors” > “Properties” Once you have entered the properties section of the Forex Steam software, you can start modifying the settings. This is where ... Forex Steam Settings. Right now I am testing Steam settings quite actively. I am using hedge on one account, trailing stop on another. Both of these accounts are doing pretty well but my test has only been for 2 weeks. For my main account I am running defaults with a couple changes. I have a TP of 9 and an SL of 91. You look at this and ... Forex Steam, my favorite of all trading systems is fresh and new with an update built to take profits to a whole new level.I’m proud to have put together this talented development team and today I’ll be telling you everything you need to know. Just a few months ahead of our astounding ten year anniversary the Forex robot that continues to grow accounts better than any other software on the ... Forex Steam EA Light Version Still Winning. Really not too much to extend here, we just wanted to let you know of our recent test results. We have been very impressed with the staff at Forex Steam and more importantly the Light Version of the EA they are offering.. UPDATE: COUPON >> FRN-295C << 10% Off!

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Loom: Change Your Settings Before You Share

Check out this short how to video on setting up steam drum level transmitters! 🤟 Discord 🤟: https://discord.gg/W9SkpvV Recommended Forex Broker ICMarkets: http://www.icmarkets.com/?camp=38580 myfxbook Live Results https://www.myfxbook.c... Submit your setup or vote to stand a chance to win prizes on https://scooget.com Want to submit your desk setup? Watch this video: http://bit.ly/2ymbAMj Dis... TAS VEGA is one of the key indicators in the TAS Tools indicator suit. It gives you a clear red light green light indication on strength or weakness in the market. With the orange bars giving you ... One of the great things about using Loom is the ability to share your videos with others directly from Loom. However, there are some key settings you might want to change before you hit that SHARE ...

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