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Algorithmic Trading

A place for redditors to discuss quantitative trading, statistical methods, econometrics, programming, implementation, automated strategies, and bounce ideas off each other for constructive criticism. Feel free to submit papers/links of things you find interesting.
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Some trading wisdom, tools and information I picked up along the way that helped me be a better trader. Maybe it can help you too.

Its a bit lengthy and I tried to condense it as much as I can. So take everything at a high level as each subject is has a lot more depth but fundamentally if you distill it down its just taking simple things and applying your experience using them to add nuance and better deploy them.
There are exceptions to everything that you will learn with experience or have already learned. If you know something extra or something to add to it to implement it better or more accurately. Then great! However, my intention of this post is just a high level overview. Trading can be far too nuanced to go into in this post and would take forever to type up every exception (not to mention the traders individual personality). If you take the general information as a starting point, hopefully you will learn the edge cases long the way and learn how to use the more effectively if you end up using them. I apologize in advice for any errors or typos.
Introduction After reflecting on my fun (cough) trading journey that was more akin to rolling around on broken glass and wondering if brown glass will help me predict market direction better than green glass. Buying a $100 indicator at 2 am when I was acting a fool, looking at it and going at and going "This is a piece of lagging crap, I miss out on a large part of the fundamental move and never using it for even one trade". All while struggling with massive over trading and bad habits because I would get bored watching a single well placed trade on fold for the day. Also, I wanted to get rich quick.
On top all of that I had a terminal Stage 4 case of FOMO on every time the price would move up and then down then back up. Just think about all those extra pips I could have trading both directions as it moves across the chart! I can just sell right when it goes down, then buy right before it goes up again. Its so easy right? Well, turns out it was not as easy as I thought and I lost a fair chunk of change and hit my head against the wall a lot until it clicked. Which is how I came up with a mixed bag of things that I now call "Trade the Trade" which helped support how I wanted to trade so I can still trade intra day price action like a rabid money without throwing away all my bananas.
Why Make This Post? - Core Topic of Discussion I wish to share a concept I came up with that helped me become a reliable trader. Support the weakness of how I like to trade. Also, explaining what I do helps reinforce my understanding of the information I share as I have to put words to it and not just use internalized processes. I came up with a method that helped me get my head straight when trading intra day.
I call it "Trade the Trade" as I am making mini trades inside of a trade setup I make from analysis on a higher timeframe that would take multiple days to unfold or longer. I will share information, principles, techniques I used and learned from others I talked to on the internet (mixed bag of folks from armatures to professionals, and random internet people) that helped me form a trading style that worked for me. Even people who are not good at trading can say something that might make it click in your head so I would absorbed all the information I could get.I will share the details of how I approach the methodology and the tools in my trading belt that I picked up by filtering through many tools, indicators strategies and witchcraft. Hopefully you read something that ends up helping you be a better trader. I learned a lot from people who make community posts so I wanted to give back now that I got my ducks in a row.
General Trading Advice If your struggling finding your own trading style, fixing weakness's in it, getting started, being reliably profitable or have no framework to build yourself higher with, hopefully you can use the below advice to help provide some direction or clarity to moving forward to be a better trader.
  1. KEEP IT SIMPLE. Do not throw a million things on your chart from the get go or over analyzing what the market is doing while trying to learn the basics. Tons of stuff on your chart can actually slow your learning by distracting your focus on all your bells and whistles and not the price action.
  2. PRICE ACTION. Learn how to read price action. Not just the common formations, but larger groups of bars that form the market structure. Those formations carry more weight the higher the time frame they form on. If struggle to understand what is going on or what your looking at, move to a higher time frame.
  3. INDICATORS. If you do use them you should try to understand how every indicator you use calculates its values. Many indicators are lagging indicators, understanding how it calculates the values can help you learn how to identify the market structure before the indicator would trigger a signal . This will help you understand why the signal is a lagged signal. If you understand that you can easily learn to look at the price action right before the signal and learn to watch for that price action on top of it almost trigging a signal so you can get in at a better position and assume less downside risk. I recommend using no more than 1-2 indicators for simplicity, but your free to use as many as you think you think you need or works for your strategy/trading style.
  4. PSYCOLOGY. First, FOMO is real, don't feed the beast. When you trade you should always have an entry and exit. If you miss your entry do not chase it, wait for a new entry. At its core trading is gambling and your looking for an edge against the house (the other market participants). With that in mind, treat as such. Do not risk more than you can afford to lose. If you are afraid to lose it will negatively effect your trade decisions. Finally, be honest with your self and bad trading happens. No one is going to play trade cop and keep you in line, that's your job.
  5. TRADE DECISION MARKING: Before you enter any trade you should have an entry and exit area. As you learn price action you will get better entries and better exits. Use a larger zone and stop loss at the start while learning. Then you can tighten it up as you gain experience. If you do not have a area you wish to exit, or you are entering because "the markets looking like its gonna go up". Do not enter the trade. Have a reason for everything you do, if you cannot logically explain why then you probably should not be doing it.
  6. ROBOTS/ALGOS: Loved by some, hated by many who lost it all to one, and surrounded by scams on the internet. If you make your own, find a legit one that works and paid for it or lost it all on a crappy one, more power to ya. I do not use robots because I do not like having a robot in control of my money. There is too many edge cases for me to be ok with it.However, the best piece of advice about algos was that the guy had a algo/robot for each market condition (trending/ranging) and would make personalized versions of each for currency pairs as each one has its own personality and can make the same type of movement along side another currency pair but the price action can look way different or the move can be lagged or leading. So whenever he does his own analysis and he sees a trend, he turns the trend trading robot on. If the trend stops, and it starts to range he turns the range trading robot on. He uses robots to trade the market types that he is bad at trading. For example, I suck at trend trading because I just suck at sitting on my hands and letting my trade do its thing.

Trade the Trade - The Methodology

Base Principles These are the base principles I use behind "Trade the Trade". Its called that because you are technically trading inside your larger high time frame trade as it hopefully goes as you have analyzed with the trade setup. It allows you to scratch that intraday trading itch, while not being blind to the bigger market at play. It can help make sense of why the price respects, rejects or flat out ignores support/resistance/pivots.
  1. Trade Setup: Find a trade setup using high level time frames (daily, 4hr, or 1hr time frames). The trade setup will be used as a base for starting to figure out a bias for the markets direction for that day.
  2. Indicator Data: Check any indicators you use (I use Stochastic RSI and Relative Vigor Index) for any useful information on higher timeframes.
  3. Support Resistance: See if any support/resistance/pivot points are in currently being tested/resisted by the price. Also check for any that are within reach so they might become in play through out the day throughout the day (which can influence your bias at least until the price reaches it if it was already moving that direction from previous days/weeks price action).
  4. Currency Strength/Weakness: I use the TradeVision currency strength/weakness dashboard to see if the strength/weakness supports the narrative of my trade and as an early indicator when to keep a closer eye for signs of the price reversing.Without the tool, the same concept can be someone accomplished with fundamentals and checking for higher level trends and checking cross currency pairs for trends as well to indicate strength/weakness, ranging (and where it is in that range) or try to get some general bias from a higher level chart that may help you out. However, it wont help you intra day unless your monitoring the currency's index or a bunch of charts related to the currency.
  5. Watch For Trading Opportunities: Personally I make a mental short list and alerts on TradingView of currency pairs that are close to key levels and so I get a notification if it reaches there so I can check it out. I am not against trading both directions, I just try to trade my bias before the market tries to commit to a direction. Then if I get out of that trade I will scalp against the trend of the day and hold trades longer that are with it.Then when you see a opportunity assume the directional bias you made up earlier (unless the market solidly confirms with price action the direction while waiting for an entry) by trying to look for additional confirmation via indicators, price action on support/resistances etc on the low level time frame or higher level ones like hourly/4hr as the day goes on when the price reaches key areas or makes new market structures to get a good spot to enter a trade in the direction of your bias.Then enter your trade and use the market structures to determine how much of a stop you need. Once your in the trade just monitor it and watch the price action/indicators/tools you use to see if its at risk of going against you. If you really believe the market wont reach your TP and looks like its going to turn against you, then close the trade. Don't just hold on to it for principle and let it draw down on principle or the hope it does not hit your stop loss.
  6. Trade Duration Hold your trades as long or little as you want that fits your personality and trading style/trade analysis. Personally I do not hold trades past the end of the day (I do in some cases when a strong trend folds) and I do not hold trades over the weekends. My TP targets are always places I think it can reach within the day. Typically I try to be flat before I sleep and trade intra day price movements only. Just depends on the higher level outlook, I have to get in at really good prices for me to want to hold a trade and it has to be going strong. Then I will set a slightly aggressive stop on it before I leave. I do know several people that swing trade and hold trades for a long period of time. That is just not a trading style that works for me.
Enhance Your Success Rate Below is information I picked up over the years that helped me enhance my success rate with not only guessing intra day market bias (even if it has not broken into the trend for the day yet (aka pre London open when the end of Asia likes to act funny sometimes), but also with trading price action intra day.
People always say "When you enter a trade have an entry and exits. I am of the belief that most people do not have problem with the entry, its the exit. They either hold too long, or don't hold long enough. With the below tools, drawings, or instruments, hopefully you can increase your individual probability of a successful trade.
**P.S.*\* Your mileage will vary depending on your ability to correctly draw, implement and interpret the below items. They take time and practice to implement with a high degree of proficiency. If you have any questions about how to do that with anything listed, comment below and I will reply as I can. I don't want to answer the same question a million times in a pm.
Tools and Methods Used This is just a high level overview of what I use. Each one of the actions I could go way more in-depth on but I would be here for a week typing something up of I did that. So take the information as a base level understanding of how I use the method or tool. There is always nuance and edge cases that you learn from experience.
Conclusion
I use the above tools/indicators/resources/philosophy's to trade intra day price action that sometimes ends up as noise in the grand scheme of the markets movement.use that method until the price action for the day proves the bias assumption wrong. Also you can couple that with things like Stoch RSI + Relative Vigor Index to find divergences which can increase the probability of your targeted guesses.

Trade Example from Yesterday This is an example of a trade I took today and why I took it. I used the following core areas to make my trade decision.
It may seem like a lot of stuff to process on the fly while trying to figure out live price action but, for the fundamental bias for a pair should already baked in your mindset for any currency pair you trade. For the currency strength/weakness I stare at the dashboard 12-15 hours a day so I am always trying to keep a pulse on what's going or shifts so that's not really a factor when I want to enter as I would not look to enter if I felt the market was shifting against me. Then the higher timeframe analysis had already happened when I woke up, so it was a game of "Stare at the 5 min chart until the price does something interesting"
Trade Example: Today , I went long EUUSD long bias when I first looked at the chart after waking up around 9-10pm Eastern. Fortunately, the first large drop had already happened so I had a easy baseline price movement to work with. I then used tool for currency strength/weakness monitoring, Pivot Points, and bearish divergence detected using Stochastic RSI and Relative Vigor Index.
I first noticed Bearish Divergence on the 1hr time frame using the Stochastic RSI and got confirmation intra day on the 5 min time frame with the Relative Vigor Index. I ended up buying the second mini dip around midnight Eastern because it was already dancing along the pivot point that the price had been dancing along since the big drop below the pivot point and dipped below it and then shortly closed back above it. I put a stop loss below the first large dip. With a TP goal of the middle point pivot line
Then I waited for confirmation or invalidation of my trade. I ended up getting confirmation with Bearish Divergence from the second large dip so I tightened up my stop to below that smaller drip and waited for the London open. Not only was it not a lower low, I could see the divergence with the Relative Vigor Index.
It then ran into London and kept going with tons of momentum. Blew past my TP target so I let it run to see where the momentum stopped. Ended up TP'ing at the Pivot Point support/resistance above the middle pivot line.
Random Note: The Asian session has its own unique price action characteristics that happen regularly enough that you can easily trade them when they happen with high degrees of success. It takes time to learn them all and confidently trade them as its happening. If you trade Asia you should learn to recognize them as they can fake you out if you do not understand what's going on.

TL;DR At the end of the day there is no magic solution that just works. You have to find out what works for you and then what people say works for them. Test it out and see if it works for you or if you can adapt it to work for you. If it does not work or your just not interested then ignore it.
At the end of the day, you have to use your brain to make correct trading decisions. Blindly following indicators may work sometimes in certain market conditions, but trading with information you don't understand can burn you just as easily as help you. Its like playing with fire. So, get out there and grind it out. It will either click or it wont. Not everyone has the mindset or is capable of changing to be a successful trader. Trading is gambling, you do all this work to get a edge on the house. Trading without the edge or an edge you understand how to use will only leave your broker happy in the end.
submitted by marcusrider to Forex [link] [comments]

APIs offered by brokers and data platforms

I’ve been looking for a broker that has an API for index futures and ideally also futures options. I’m looking to use the API to build a customized view of my risk based on balances, positions, and market conditions.
Searching the algotrading sub I found many API-related posts, but then when I actually read them and their comments, I found they’re often lacking in real substance. It turns out many brokers or data services that have APIs don’t actually support index futures and options via the API, and instead they focus on equities, forex, or cypto. So here’s the list of what I’ve found so far. This isn’t a review of these brokers or APIs and note that I have a specific application in mind (index futures and futures options). Perhaps you’re looking for an API for equities, or you just want data and not a broker, in which case there may be a few options. Also, I’m based in the US so I didn’t really look for brokers or platforms outside the US.
If you have experience with these APIs, please chime in with your thoughts. Also, I may have missed some brokers or platforms. If I did or if you see anything that needs correction please let me know.

Platform Notes
ADM Investor Services No API
Ally Invest Does not support futures instruments
Alpaca Only supports US Equities
Alpha Vantage Does not support futures instruments
AMP Broker with a huge number of platforms available including some with APIs
ApexFutures No API
Arcade Trader No API
AvaTrade Does not support futures instruments
Backtrader Not a data feed; otherwise looks cool but also looks like a one-man shop
Cannon Trading Broker with a variety of platforms, some have API access such as TT
Centerpoint No API
Charles Schwab API does not support futures instruments
Cobra No API
Daniels Trading No API
Discount Trading Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Edge Clear Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Eroom Now part of Dashprime. Offer a variety of APIs including CQG, TT, CBOE's Silexx, and others via FIX.
ETNA Trader Only supports equities, options (including multi-legs), ETFs, Mutual Funds (Forex with cryptocurrencies coming soon)
ETrade API seems robust but OAuth authorization needs to be refreshed via login once per 24 hours
Futures Online No API
Gain Capital Futures API available, based on .NET; unsure if they are open to retail clients
GFF Brokers Broker with a large number of platforms including some with API access
High Ridge Futures Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
iBroker API available; contact them for more info
IEX Cloud Looks great but does not support futures instruments
Infinity Futures JSON API available; contact them for more info
Interactive Brokers Client Web API looks promising if clunky
Intrinio Supports futures instruments but is expensive
Koyfin No API
Lightspeed C++ API available
marketstack API for equities available. Does not support futures instruments.
Medved Trader Windows app with a streaming API to various data sources and brokers. See comment below about API beta access.
NinjaTrader Does not support futures options
Norgate Data Not a broker; supports futures data for $270/year
Oanda Forex only; API last updated in 2018
Optimus Futures Broker with a large number of available platforms including some with API access
Phillip Capital Broker with a large number of available platforms including some with API access
polygon.io Expensive but looks slick; does not support futures instruments
Quandl API looks solid; $49/monthly for personal use, does not allow distributing or sharing data; not a broker
Quantconnect Does not expose raw data
Quantopian Does not expose raw data
Quantower Software that connects to multiple brokers and data feeds; API to their software via C# interface
Saxo Markets Broker with extensively documented API
Stage 5 Trading API available through Trading Technologies
Straits Financial Broker with several platforms available including some with APIs such as CQG, R
Sweet Futures Broker with a large number of available platforms including some with API access
TastyWorks There's an unofficial Python API
TenQuant.io Does not support futures instruments
ThinkorSwim Does not support futures instruments via the API
Tiingo Free account tier but does not support futures instruments
TradePro Broker with a number of platforms available; unclear if any are available with API access
Tradier Free developer API account for delayed data but does not support futures instruments
TradeStation Nice looking API docs and supports futures instruments; requires opening an account and a minimum balance of $100k and there’s no trial available
TradeFutures4Less Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
TradingTechnologies API looks robust; pricing starts at $700/month
TradingView Does not expose data API
Tradovate Technologies API exists, documentation unknown; need to talk to their account team
Wedbush Futures Broker with several platforms offered, a few of which have API access
WEX .NET/COM only; pricing not disclosed on website
Xignite Pricing not disclosed on website but they do support futures instruments
Yahoo Finance API Available through RapidAPI or via direct access; but it’s discontinued and unreliable
Zaner Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs

Wow, this list grew longer than I originally thought it would be. If you spot a mistake, please let me know and I’ll correct it.
Edit:
- added Lightspeed API - updated Dashprime to indicate some of the APIs available - added Medved Trader to table - added marketstack to table
submitted by theloniusmunch to thewallstreet [link] [comments]

Integration with Financial Excel Add-In – Excel Price Feed

Integration with Financial Excel Add-In – Excel Price Feed

https://preview.redd.it/j4acwxvwfvr51.jpg?width=1920&format=pjpg&auto=webp&s=77df789ef696a2cdecf2e3266b550083ade09d59
Today we are happy to announce an integration with the financial Excel add-in – Excel Price Feed. Excel Price Feed is easy to use and featureful add-in for Excel owned and distributed by Coderun Technologies Ltd. It was launched in early 2019 and is regularly updated with new features, for EOD Historical Data the add-in has excellent support of Fundamental and End of Day APIs.
https://preview.redd.it/c2m0g8c3gvr51.png?width=723&format=png&auto=webp&s=4968e0e7ac2d1f4f31485ac441dadacdaf7bc825
  • Excel Price Feed is an Add-in that includes 100+ new Excel formulas for live, historical, and fundamental market data.
  • Markets include stocks, stock indices, stock options, mutual funds, ETFs, forex, commodities, and cryptocurrencies.
Learn More and download the plugin on Excel Price Feed page.
Please note that you should have both subscriptions to use this plugin with our data: from EOD Historical Data and from Excel Price Feed. Our subscriptions do not include add-in licensing and it should be ordered separately.
submitted by EOD_historical_data to EODHistoricalData [link] [comments]

Premium SLA

(Sadly this is apparently moot now since as soon as I ended the trial they yanked the early bird offer back; couldn't pay even if I wanted to.)
I am (or was) trialing TradingView Premium which supposedly offers priority support, including by phone from what I've seen mentioned. Had some health+life issues and couldn't get working on my device. Filed a support ticket and reached out on Twitter as well, asking for a few more days so I could try out with live market data.
Imagine my surprise not to hear back at all for multiple days. So I elected not to renew after the trial (with radio silence, didn't trust them not to bill at midnight UTC). Imagine my further surprise when it immediately deactivated every trial feature and, on top of that, yanked the early bird offer. Even if I click the "last chance - act now" button from another open window it redirects to the full price.
If they'd replied, even with just the single word "no", I would likely go ahead and accept the early bird offer and sign up for Premium yearly + data feeds. (I'd signed up for another service that might offer me the same, but haven't been activated yet, so was just in a time as well as budget crunch.) But I'm surprised and disappointed in the level of service I would get even as a Premium user and they're not making the case, especially when one of the key use cases is forex/crypto/futures which do run on the weekend. And now they won't even take my money. It feels petty.
submitted by vsync to TradingView [link] [comments]

Weekly Wrap: This Week In Chainlink July 20 - July 26

Weekly Wrap: This Week In Chainlink July 20 - July 26. What a week! Check out this weekly wrap-up of all that has been accomplished in the Chainlink community.

Announcements and Integrations 🎉

SmartCon will feature the top minds and builders of smart contracts and celebrate our incredible community, thriving ecosystem & cutting-edge research. Experience a mix of keynotes, panel discussions, live demos, developer workshops, and networking with the community. We made registration complimentary so everyone can participate.

We’re thrilled to welcome DeutscheTelekom’s TSystems_MMS IT Services group to Chainlink. Tsystemscom’s world-class infrastructure team secures a large amount of enterprise value today & is now on mainnet helping secure Chainlink’s oracle network.

Top Korean banks: Hana Bank, Shinhan Bank, Nonghyup Bank, and Industrial Bank of Korea select Chainlink and CenterPrime to bring their forex data on-chain, transforming the capabilities of open banking services, fintech and DeFi.

Binance Smart Chain has integrated Chainlink as its oracle live on testnet! Using Chainlink gives devs access to off-chain data (e.g. Binance_DEX), enabling them to build DeFi dApps for derivatives, crypto payments, automated asset management and more.

Reflexer (@MetaCoinProject) has successfully integrated Chainlink's ETH/USD Price Reference Data as the basis for collateralization checks on their first Generalized Ethereum Bond (reflex bond) RAI—a low volatility, trust minimized collateral for DeFi.

Blockchain-based e-document solution @FirmaChain is integrating Chainlink to create more seamless digital contracts. For example, car rental contracts using Chainlink to validate driver licenses within the signature process for better customer experience.

Blockchain platform Elastos blockchain is launching a Chainlink-powered ELA/USD Price Reference Data feed to use for collateralization checks on its upcoming cross-chain stablecoin. This is one of many advanced dApps possible on Elastos using real-world data.

TinyboxesETH is using ChainlinkVRF to create Tiny Boxes, randomized & animated generative art pieces that, from creation to curation, exist fully on-chain for collectors to enjoy. They will also use Chainlink price oracles for minting pieces w/ crypto.

Chainlink's ENJ/ETH Price Reference Feed is live on mainnet! Gaming developers can use this reliable price feed when minting or exchanging Enjin-based digital assets.

Chainlink's REN/ETH Price Reference Feed is live on mainnet. DeFi developers utilizing REN in their dApp now have access to a secure and reliable price oracle. This is just one of many Chainlink oracles available today.

Featured Videos & Educational Pieces 🎥

Join the MCDEX team and Chainlink for a video Q&A is with Gareth the DaoChemist (https://twitter.com/daochemist), Head of Business Development of MCDEX. The discussion will be centered on MCDEX integration with Chainlink and a deep-dive into MCDEX's launch of liquidity mining.

Join the Vite Labs team and Chainlink for a video Q&A is with Richard Yan, the Co-founder, and COO of Vite Labs. The discussion will be centered on 1) Why ViteX has better performance than other DEXs, 2) ViteX's approach to trans and liquidity mining where the coins earned entitle users to proceeds from the exchange, 3) Future plans for ViteX.

Watch this community workshop featuring an AMA with LinkPool’s head of business development, Ian Read. In the video, they discuss the future roadmap for LinkPool, how to become a node operator, and best practices for running a node.

Ecosystem & Community Celebrations 👏

Upcoming Events 📅

Are you interested in hosting your own meetup? Apply to become a Chainlink Community Advocate today: https://events.chain.link/advocate

SmartContract is hiring to build Chainlink’s network: Check out these open roles 👩‍💼

View all open roles at https://careers.smartcontract.com
submitted by linkedkeenan to Chainlink [link] [comments]

The Daily Autist, By An Autist, For Autists. 03/24/20

The Daily Autist

03/24/20

Hot Off The Spectrum

TLDR of the News to Inform Your Moves (Monday was a lot. Even my post is long)

What’s up sluts. I’m back with another burst of autism. I’ve been Rick fuggin Rollin in the tendies (AKA not hemorrhaging money) and these posts have been fairly accurate. I’ll be adding plays to the NostraLosses section as a result to bring more clarity to my dumbass takes.
FIRST THINGS FUCKING FIRST THE ORIGINAL AUTIST ARTIST WHO DREW THE OLD LOGO HAS COME TO LIGHT IM SO FUCKING HAPPY. We’ll never get it back, but sometimes closure on it’s own feels good enough. What am I a fucking teenager? The rest of the sub was shit yesterday/this morning.I was shadowbanned for posting “Fear mongering Corona Content,” and yet 75% of the sub’s hot posts are exactly that but with even less info than I had. Rest is memes. No plays or info. Honestly kinda sad.
https://www.reddit.com/wallstreetbets/comments/fnpz20/hey_yall_i_drew_the_original_baby_ama/
Obligatory Corona Dump (Monday news could not stop throating COVID content)
Things are in such a Twilight Zone State Amazon is getting credit for being “altruistic,” like they didn’t hike up prices since late January themselves and only altered their practices once Trump threatened Defense Production Act (DPA) notice they’re also only suspending, so once things are just slightly back to normal please price gouge errthang.
https://www.scmp.com/tech/big-tech/article/3076638/amazon-suspends-almost-4000-seller-accounts-unfairly-priced-products
Costco is also getting unwarranted credit. They won’t take back your tower of toilet paper or tub of hand sanitizer, which COSTS them money they already made. Did they have any problem hiking the price, refusing to limit sales per person, not give their employees PPE, or donate any relief from their excess food products due to banning eating at the location and numbers going down? Nah? ok. So the good guy is the company that profited off of fear and won’t provide the minimum financial relief to those who thought it was that extreme. Stop demonizing your fellow worker citizens.
https://brobible.com/culture/article/costco-toilet-paper-returns-hoarders/
Companies getting high praise and both articles implying a return to normalcy soon. How does that affect the markets? Normies are being told everything is okay and they will follow suit. Is everything okay? Absolutely not. These MFs in charge just announced unlimited QE yesterday nothing’s okay financially. Retard normie pump coming in.
Financial News:
Trump is saying that unless 10,000 die in the streets soon he’s gonna “re-open” the economy after the 15 days. At this point it’s a bit of a walking Onion article. Thursday?” ITS A WAR WE WILL CAPTURE AND KNIFE COVID’S ASSHOLE”. Friday? “This is serious. I do not want to use any drastic measures but I will. This is very verry serious.” Monday? “Isn’t being stuck inside fucking wack? Let’s open the pit up bro” I recommend watching the video with subtitles to get a transcript of his speech patterns.
https://www.reuters.com/video/watch/america-will-again-and-soon-be-open-for-id701434357?chan=9qsux198
I predicted the Fed couldn’t devalue the dollar as fast as other countries could want it and it seems to be holding up. A very small dip from the news they’re willing to print unlimited moneys? The global economy is in trouble if that's still the stability bearer. Puts are lookin good, but they need to be farther out. 04/17 soonest for my comfort. Especially with the temporary re-open of the US economy. Seeing Reuters use “money bazooka,’ multiple times in the last week has been fantastic.
https://www.reuters.com/article/global-forex/forex-dollar-slips-as-feds-money-bazooka-raises-hopes-of-easier-cash-supply-idUSL4N2BH2AF
Italy’s debt, tax, and unemployment relief are all being held up by congressional disputes and an ability to only handle a tenth of the paperwork that comes in. Sound familiar? Maybe ominous? The population density in regions of Italy is our closest analog to how a free (eat my dick South Korea) country is gonna get hit. Their healthcare system is also tainted by for-profit companies and insurance so it’s also pretty similar medical coverage wise per capita.
https://www.reuters.com/article/us-health-coronavirus-banks-insight/banks-struggle-to-ride-to-the-rescue-in-europes-cash-crunch-battle-idUSKBN21B0OE
United Airlines is threatening to fire workers if they don’t get a bailout. I hope to fuck this is the tipping point and the government forces United to hand over their payroll list so the gov. Provide financial relief to their employees while United liquidates their assets or sells to some Saudi Conglomerate. Effect on market? PUTS ON UNITED BITCH THEY GOIN OUT
https://www.npr.org/sections/coronavirus-live-updates/2020/03/20/819401028/united-airlines-threatens-to-cut-jobs-if-coronavirus-aid-package-isnt-passed (From 03/20 but was drowned out by other news. Looks more and more likely airlines won’t be bailed out)
Everyday Fox business posts something for Boomers to buy more Ford or Dine stocks (idk what old people buy) and today they have some good ammo. Overnight futures were up. Pre-market today as of 06:31 EST is $234.72 after touching 238. Looks like today is going to be the bull trap day as the rumors of stimulus are hot again. If it gets passed I expect a 245-248 top before the unemployment numbers Thursday fist everyone. Market effect? Short term calls as everyone gets high on optimism and long term puts for when they come down.
https://www.foxbusiness.com/markets/stock-futures-gain-ground-as-congress-moves-closer-to-a-stimulus-deal
Crypto is taking off after tanking yesterday. Overnight rally (NZ markets followed by Asian markets) carried it up 14% in the last 16 hours. It started to rise slowly after the QE announcement but really flew overnight and this morning. Cooling off now but already had a dip to 6650 and right back up to 6700+ While not always correlated, crypto is a key indicator right now in speculative confidence while people are budgeting for maintaining their lives versus increasing their future wealth. No link because every crypto site is owned by a Ponzi schemer. Fight me and my tinfoil fucking hat. Here are some squigglies and bars
https://www.tradingview.com/symbols/BTCUSD/?exchange=BITBAY
My NostraLosses Prediction? The rumors of stimulus and the passed unlimited QE will provide market optimism today and tomorrow. Thursday’s unemployment numbers is the next scheduled big news so I wouldn’t get any short term puts unless scalping. If anything unexpected news could bring the market even higher with it being random good news versus any random catastrophic news. Market open will be up about 6% from the previous day’s close, so I expect a short term dip at open which would be a good spot to get quick calls to then ride the pump. Market closes above 235 and if stimulus passes along with more false optimism statements by Trump there’s possibly a sharp bull run to 245-248 by end of Wednesday.
Plays to follow:
SPY: 240c 03/27 once the first dip of day happens. If your bankroll allows for a few days farther out I would go for it. If SPY does hit 240, SELL call and BUY put for 228 04/01 at soonest.
DIA: 190P 04/17 It hasn’t fallen nearly as hard as it should (another 5% imo) and the industries making it up are going to have numbers showing how bad the payroll cuts and profit loss has been. During today’s pump get some not so fucking expensive puts (made sure not to say cheap)
Any Stupid Tech Company: Retarded OTM call for 03/27 or later. With so many people being stuck at home the last week or so the tech companies are outperforming the market with the idea that: The high user rate means more $$$, but if there’s more people on because they are not working or laid off, how do they have the money to buy shitty sponsored products on their feed? The kicker here is ads have always had near useless efficacy rates on social media so the fact they will continue to do a shit job might not change much. Anyway people are fucking dumb and tech gonna continue to rally this week. Signed, someone with 1.5k in TWTR Puts expiring over next 4 weeks.
Most people don’t even give you one play. I’m giving you multiple ways to lose your money.
TLDR of my TLDR: Companies who profited off the crisis getting karma points for no reason. Normies think the crisis will be over next Friday. International currencies are still erratic but the markets are rallying today globally (sign of lacking underlying stability for said rally). Italy can’t pass anything or handle the paperwork from their previously set up process (AKA USA in 7-10 days under current stimulus proposals) and they don’t have a solution in sight. Stimulus has everyone rock hard for calls again, ride the short term rise and pick up puts while you’re up there. Just be a long term gay bear experimenting with bulls depending on the day.
Results on my thoughts from last post 03/23: I was incorrect on circuit breaker open but was only 1% away and it did run up mid-day as called. So if you sold at 218 to buy calls to sell a few hours later, we nailed it boys. If you were aiming for price instead of time, it never hit 234 again which was a key test and you’re likely sitting on a fat red option right now. I was about half right which is all you need to be. I’ve also switched up Market affect and effect because I’m retarded and am unsure which is right anymore. Nvm grammarly fixed it.
And again, I mean this sincerely,

submitted by AvocadosAreMeh to wallstreetbets2 [link] [comments]

What data to use for backtesting a Forex algo?

Hi,
I am developing a Forex algo and have done so with 1-minute candle data. For simplicity sake I take the average (mid-price) of the bid/ask-close, bid/ask-low and bid/ask-high and feed these into the algo. This means that the algo buys and sells using the bid/ask-close average.
Now, I know this ignores the "cost" of the spread and since it is a HF algo this cost becomes very significant. However, I recently found out about ECN brokerages that say they offer 0-0.1pips of spread and only take a commission.
My question thus is, what kind of data should I use for backtesting my algo. The candle data I use now has an average spread of 1.4 pips (between bid-close and ask-close).
Should I find data quoting a lower spread? Or are these lower spreads not realistic?
In addition to the question above... Is using the bid-close and ask-close of 1-minute candle date reasonable to use as a price at which the algo can buy and sell or is this not realistic in a live environment.
Thank you so much
submitted by marnixhoh to algotrading [link] [comments]

Looking back 18 months.

I was going through old emails today and came across this one I sent out to family on January 4, 2018. It was a reflection on the 2017 crypto bull market and where I saw it heading, as well as some general advice on crypto, investment, and being safe about how you handle yourself in cryptoland.
I feel that we are on the cusp of a new bull market right now, so I thought that I would put this out for at least a few people to see *before* the next bull run, not after. While the details have changed, I don't see a thing in this email that I fundamentally wouldn't say again, although I'd also probably insist that people get a Yubikey and use that for all 2FA where it is supported.
Happy reading, and sorry for some of the formatting weirdness -- I cleaned it up pretty well from the original email formatting, but I love lists and indents and Reddit has limitations... :-/
Also, don't laught at my token picks from January 2018! It was a long time ago and (luckliy) I took my own advice about moving a bunch into USD shortly after I sent this. I didn't hit the top, and I came back in too early in the summer of 2018, but I got lucky in many respects.
----------------------------------------------------------------------- Jan-4, 2018
Hey all!
I woke up this morning to ETH at a solid $1000 and decided to put some thoughts together on what I think crypto has done and what I think it will do. *******, if you could share this to your kids I’d appreciate it -- I don’t have e-mail addresses, and it’s a bit unwieldy for FB Messenger… Hopefully they’ll at least find it thought-provoking. If not, they can use it as further evidence that I’m a nutjob. 😉
Some history before I head into the future.
I first mined some BTC in 2011 or 2012 (Can’t remember exactly, but it was around the Christmas holidays when I started because I had time off from work to get it set up and running.) I kept it up through the start of summer in 2012, but stopped because it made my PC run hot and as it was no longer winter, ********** didn’t appreciate the sound of the fans blowing that hot air into the room any more. I’ve always said that the first BTC I mined was at $1, but looking back at it now, that’s not true – It was around $2. Here’s a link to BTC price history.
In the summer of 2013 I got a new PC and moved my programs and files over before scrapping the old one. I hadn’t touched my BTC mining folder for a year then, and I didn’t even think about salvaging those wallet files. They are now gone forever, including the 9-10BTC that were in them. While I can intellectually justify the loss, it was sloppy and underlines a key thing about cryptocurrency that I believe will limit its widespread adoption by the general public until it is addressed and solved: In cryptoland, you are your own bank, and if you lose your password or account number, there is no person or organization that can help you reset it so that you can get access back. Your money is gone forever.
On April 12, 2014 I bought my first BTC through Coinbase. BTC had spiked to $1000 and been in the news, at least in Japan. This made me remember my old wallet and freak out for a couple of months trying to find it and reclaim the coins. I then FOMO’d (Fear Of Missing Out”) and bought $100 worth of BTC. I was actually very lucky in my timing and bought at around $430. Even so, except for a brief 50% swing up almost immediately afterwards that made me check prices 5 times a day, BTC fell below my purchase price by the end of September and I didn’t get back to even until the end of 2015.
In May 2015 I bought my first ETH at around $1. I sent some guy on bitcointalk ~$100 worth of BTC and he sent me 100 ETH – all on trust because the amounts were small and this was a small group of people. BTC was down in the $250 range at that point, so I had lost 30-40% of my initial investment. This was of the $100 invested, so not that much in real terms, but huge in percentages. It also meant that I had to buy another $100 of BTC on Coinbase to send to this guy. A few months after I purchased my ETH, BTC had doubled and ETH had gone down to $0.50, halving the value of my ETH holdings. I was even on the first BTC purchase finally, but was now down 50% on the ETH I had bought.
The good news was that this made me start to look at things more seriously. Where I had skimmed white papers and gotten a superficial understanding of the technology before FOMO’ing, I started to act as an investor, not a speculator. Let me define how I see those two different types of activity:
So what has been my experience as an investor? After sitting out the rest of 2015 because I needed to understand the market better, I bought into ETH quite heavily, with my initial big purchases being in March-April of 2016. Those purchases were in the $11-$14 range. ETH, of course, dropped immediately to under $10, then came back and bounced around my purchase range for a while until December of 2016, when I purchased a lot more at around $8.
I also purchased my first ICO in August of 2016, HEAT. I bought 25ETH worth. Those tokens are now worth about half of their ICO price, so about 12.5ETH or $12500 instead of the $25000 they would be worth if I had just kept ETH. There are some other things with HEAT that mean I’ve done quite a bit better than those numbers would suggest, but the fact is that the single best thing I could have done is to hold ETH and not spend the effort/time/cost of working with HEAT. That holds true for about every top-25 token on the market when compared to ETH. It certainly holds true for the many, many tokens I tried to trade in Q1-Q2 of 2017. In almost every single case I would have done better and slept better had I just held ETH instead of trying to be smarter than Mr. Market.
But, I made money on all of them except one because the crypto market went up more in USD terms than any individual coin went down in ETH or BTC terms. This underlines something that I read somewhere and that I take to heart: A rising market makes everyone seem like a genius. A monkey throwing darts at a list of the top 100 cryptocurrencies last year would have doubled his money. Here’s a chart from September that shows 2017 year-to-date returns for the top 10 cryptocurrencies, and all of them went up a *lot* more between then and December. A monkey throwing darts at this list there would have quintupled his money.
When evaluating performance, then, you have to beat the monkey, and preferably you should try to beat a Wall Street monkey. I couldn’t, so I stopped trying around July 2017. My benchmark was the BLX, a DAA (Digital Asset Array – think fund like a Fidelity fund) created by ICONOMI. I wasn’t even close to beating the BLX returns, so I did several things.
  1. I went from holding about 25 different tokens to holding 10 now. More on that in a bit.
  2. I used those funds to buy ETH and BLX. ETH has done crazy-good since then and BLX has beaten BTC handily, although it hasn’t done as well as ETH.
  3. I used some of those funds to set up an arbitrage operation.
The arbitrage operation is why I kept the 11 tokens that I have now. All but a couple are used in an ETH/token pair for arbitrage, and each one of them except for one special case is part of BLX. Why did I do that? I did that because ICONOMI did a better job of picking long-term holds than I did, and in arbitrage the only speculative thing you must do is pick the pairs to trade. My pairs are (No particular order):
I also hold PLU, PLBT, and ART. These two are multi-year holds for me. I have not purchased BTC once since my initial $200, except for a few cases where BTC was the only way to go to/from an altcoin that didn’t trade against ETH yet. Right now I hold about the same 0.3BTC that I held after my first $100 purchase, so I don’t really count it.
Looking forward to this year, I am positioning myself as follows:
Looking at my notes, I have two other things that I wanted to work into this email that I didn’t get to, so here they are:
  1. Just like with free apps and other software, if you are getting something of value and you didn’t pay anything for it, you need to ask why this is. With apps, the phrase is “If you didn’t pay for the product, you are the product”, and this works for things such as pump groups, tips, and even technical analysis. Here’s how I see it.
    1. People don’t give tips on stocks or crypto that they don’t already own that stock or token. Why would they, since if they convince anyone to buy it, the price only goes up as a result, making it more expensive for them to buy in? Sure, you will have friends and family that may do this, but people in a crypto club, your local cryptocurrency meetup, or online are generally not your friends. They are there to make money, and if they can get you to help them make money, they will do it. Pump groups are the worst of these, and no matter how enticing it may look, stay as far away as possible from these scams. I even go so far as to report them when I see them advertise on FB or Twitter, because they are violating the terms of use.
    2. Technical analysis (TA) is something that has been argued about for longer than I’ve been alive, but I think that it falls into the same boat. In short, TA argues that there are patterns in trading that can be read and acted upon to signal when one must buy or sell. It has been used forever in the stock and foreign exchange markets, and people use it in crypto as well. Let’s break down these assumptions a bit.
i. First, if crypto were like the stock or forex markets we’d all be happy with 5-7% gains per year rather than easily seeing that in a day. For TA to work the same way in crypto as it does in stocks and foreign exchange, the signals would have to be *much* stronger and faster-reacting than they work in the traditional market, but people use them in exactly the same way.
ii. Another area where crypto is very different than the stock and forex markets centers around market efficiency theory. This theory says that markets are efficient and that the price reflects all the available information at any given time. This is why gold in New York is similar in price to gold in London or Shanghai, and why arbitrage margins are easily <0.1% in those markets compared to cryptoland where I can easily get 10x that. Crypto simply has too much speculation and not enough professional traders in it yet to operate as an efficient market. That fundamentally changes the way that the market behaves and should make any TA patterns from traditional markets irrelevant in crypto.
iii. There are services, both free and paid that claim to put out signals based on TA for when one should buy and sell. If you think for even a second that they are not front-running (Placing orders ahead of yours to profit.) you and the other people using the service, you’re naïve.
iv. Likewise, if you don’t think that there are people that have but together computerized systems to get ahead of people doing manual TA, you’re naïve. The guys that I have programming my arbitrage bots have offered to build me a TA bot and set up a service to sell signals once our position is taken. I said no, but I am sure that they will do it themselves or sell that to someone else. Basically they look at TA as a tip machine where when a certain pattern is seen, people act on that “tip”. They use software to see that “tip” faster and take a position on it so that when slower participants come in they either have to sell lower or buy higher than the TA bot did. Remember, if you are getting a tip for free, you’re the product. In TA I see a system when people are all acting on free preset “tips” and getting played by the more sophisticated market participants. Again, you have to beat that Wall Street monkey.
  1. If you still don’t agree that TA is bogus, think about it this way: If TA was real, Wall Street would have figured it out decades ago and we would have TA funds that would be beating the market. We don’t.
  2. If you still don’t agree that TA is bogus and that its real and well, proven, then you must think that all smart traders use them. Now follow that logic forward and think about what would happen if every smart trader pushing big money followed TA. The signals would only last for a split second and would then be overwhelmed by people acting on them, making them impossible to leverage. This is essentially what the efficient market theory postulates for all information, including TA.
OK, the one last item. Read this weekly newsletter – You can sign up at the bottom. It is free, so they’re selling something, right? 😉 From what I can tell, though, Evan is a straight-up guy who posts links and almost zero editorial comments.
Happy 2018.
submitted by uetani to CryptoCurrency [link] [comments]

Here are Some Tips to Exchange Currency In India

If you need to travel abroad or exchange currency for emergency remittance, you should know about currency exchange in India. Are you wondering, 'Where is foreign exchange near me', well there are banks, moneychangers and online sites that'll help you through the process. Banks and money changers charge extra for currency exchange, unlike online Forex sites.
The exchange process
Still worried and thinking "where is currency exchange near me'. You simply have to log into Bookmyforex.com. Choose your location, enter the rate, and amount. With uploading the relevant documents, you can book your order. The best part about online order is, the site will get it delivered at your doorstep. As Bookmyforex.com delivers to more than 650 cities across India, you can get Forex delivery anywhere in India.
The exchange process is simple and your order can be delivered on the same day. You do not have to pay extra for Forex exchange in India as the site charges a nominal amount on exchange.
Things have gone the digital way today and online payments have become common. Its time you use online Forex sites for currency exchange rather than moneychangers. The process is flexible and transparent and safety is guaranteed as well.
Explore online options
A site like Bookmyforex.com offers complete expediency in currency exchange. You'll get the best-updated rate options. The site updates the live feed of rates every three seconds. You'll be able to freeze the rate for three days by paying a normal upfront charge. With rate alert option, the site sends you a notification of your desired rate so that saves on your money as well.
Bookmyforex.com offers you many features for currency exchange. You can also choose a Forex card or traveler's cheque for exchange. Forex card is a preloaded card with the currency of the place you are visiting. Traveler's cheque is issued in the currency of your preferred location. It is easy to make payments with preloaded Forex cards. You'll get the benefit of flexible Forex rates with the option of Forex cards.
Get the best deal,
Get your money exchanged in a hassle-free way with Bookmyforex.com. You can get the best deal with live rate advantage and fair prices. Log in today for Forex exchange and avail great offers.
submitted by ankitasharmaa to u/ankitasharmaa [link] [comments]

Know-How You Can Buy Forex Online

Times have changed and how. You don't need to rely on traditional ways like Banks and Moneychangers to buy Forex today. In this digital era, everything can be done online. You can buy Forex online after comparing various rates. You'll get the benefit of the lowest rate and it'll save on your time as well.
A site like Bookmyforex.com offers great features on Forex exchange. You have the convenience to buy Forex online with lock-in options. The best part is online sites do not charge extra on Forex exchange, unlike Banks that charge 2.5% to 6% on exchange. Get the best rate advantage with easy Forex delivery across many locations in India.
Complete expediency and best rate advantage
The online currency is updated according to market fluctuations. The live rate feed will help you get the best rate if you want to buy Forex online. Bookmyforex.com offers a rate alert feature on Forex exchange.
It notifies you when the rate is set near your desired rate giving you a fair price advantage. With online booking of Forex, you can get it delivered at your home. Bookmyforex.com takes care of remittance, buying and selling needs that offer complete flexibility. It also offers Forex cards and money transfers if you want to carry or remit money abroad.
How you can buy Forex online?
Simple steps online can help you buy Forex. You need to login to the site that offers you Forex exchange. You need to select the location or the city you stay in. Then choose the currency that you need.
Bookmyforex.com offers you more than 29 currencies so it lets you exchange according to your needs. You'll have an option of selecting from currency and Forex cards.
Forex card offers preloaded currency of the place you are visiting. You'll also have the option of a traveler's cheque for exchange. Then choose the Forex amount and the rate on offer. You'll get the benefit of the preferred rate for exchange if you have frozen the rate.
This can be done for three days by paying an upfront charge of 2%. Once you get the final amount, you can finally proceed to buy Forex from the site. Choose a delivery option to Buy my Forex available and you are sorted.
Advantages of buying Forex online
Why go to a Bank or Moneychanger when you can save on your time and effort. Forex exchange online offers complete ease of buying.
You can get amazing customer support with door delivery with no added costs. All major foreign currencies are supported on online portals specially Bookmyforex.com.
With rate alert feature, choose the best time to buy Forex. The exchange rate can be frozen for three days so you'll get the advantage of rate if you buy Forex online.
The live rates are updated after every three seconds. With the rate card feature, you'll get to choose from updated rates so it helps you get the best deal.
Buy Forex online with simple modes of payment offered by online sites. Most sites offer cards, cash and net banking facilities on exchange. It also depends on what kind of mode you choose. A site like Bookmyforex.com offers no hidden charges on Forex exchange.
You need to pay the upfront fees and a nominal charge. Banks and Moneychangers charge anywhere between 6 to 12% on Forex exchange. Save on added costs and get the best option available.
Buy with the app,
People now prefer to make payments and buy through apps. It’s easier with Smartphones and it also saves time. If you wish to buy Forex online on the app, then there is Bookmyforex app that allows you to buy Forex in no time.
You'll get complete features on the app as it is on the website. You need to download the app to select the process and book your order.
Are you contemplating where to buy my Forex? Then head to online Forex exchange sites and apps. The process is simple and transparent. Within no time, you can get your Forex delivered at home.
submitted by ankitasharmaa to u/ankitasharmaa [link] [comments]

NEO DevCon Press Release















submitted by Alisa_J to NEO [link] [comments]

【翻译Quora上一篇问答】中国是否正在面临一次银行危机(谈到房地产) by phoebeDD on 2016-10-04

Is China really facing a banking crisis? What are its origins?
(中国是否正在面对一次银行危机?其根源又是什么?)



According to a recent article titled China facing full-blown banking crisis, world's top financial watchdog war
ns published in the Telegraph:
(根据近期电讯文章报道:“世界顶级金融观察者发出警告:中国正在面临全面的银行危机”)
China has failed to curb excesses in its credit system and faces mounting risks of a full-blown banking crisis
(中国已对债务违约失去控制,他们正在面对随之而来的全面性银行危机)
(中国债务/GDP 占比图)


Financial Crises

International Economics

The Economy

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以下为回答部分:





Robin Daverman, Dealmaker
Written Sep 27


Ah, but maybe you want to look around a bit and see how China’s total debt is compared with other economies, like this?
(你可能想看看其他经济体与中国的债务情况相比是怎么样的,如下图)

(G10债务分布图)
If you put China’s data on this chart, it will be somewhere around Canada and New Zealand. Guess Which Country Has Debt Of Nearly 1000% Of GDP... Shocking, isn’t it?
如果你将中国的数据插入上图进行比较的话,中国的数据大约会在加拿大和新西兰之间。猜猜看哪个国家债务大约是自己GDP的10倍....(英国)非常震惊吧
UK has almost 1000% Debt-to-GDP ratio, compared with China’s < 300% Debt-to-GDP ratio, mostly because of that over-sized financial debt - at the end of the day, the government must stand behind it. On top of that, the UK has no resource to sell, hardly any industry left, going through a divorce with EU, and almost never ever meets her fiscal targets. And yet, UK, with its near 1000% debt-to-GDP ratio, is still viewed as the gold standard among safe havens. PRESENTING: The Rosetta Stone Of The Entire Sovereign Debt Crisis Why? Because UK issues debt in her own currency. And who prints the pound? The UK government.
英国的债务/GDP占比将近1000%而中国只是小于300%,其原因是其过于庞大的金融债务——政府最终将不得不为之站台。在此之上,英国没用可出售的资源,没有任何本国工业,正在脱离欧盟,而且英国基本上从来没有达成其财务目标。即使如此,英国仍然被某些传媒视为安全经济体的黄金标准。其原因就是英债都以英镑的方式结算。那么是谁印英镑的呢?英国政府。
Then you take a look at Japan, wow that’s 600%+ debt-to-GDP ratio! But - Japan’s debt is not only mostly internal, in Japanese Yen, but also with 0% or even negative interest. You can roll this kind of debt over practically forever. That’s why people have been yelling about Japanese debt for the last 20 years, and nothing happens.
然后你看看日本,将近600%的债务/GDP占比!但是,日本的债务几乎都是内部的,以日元的形式出售的债务,而且日本是0利率甚至是负利率。实际上这种债务你可以无限积累下去(经济常识:如果是负利率,政府只要保持债务不变,多出来的部分会自行消失)。这就是为啥人们对日债担心了20年但屁事没有发生。
Then you take a look at those economies that have blown up on debt:
Argentina: Government/Sovereign debt in USD, with jurisdiction in New York!Greece: Government/Sovereign debt in Euro, with jurisdiction in Brussels!Iceland: External financial debt → nationalized into Government/Sovereign debt in USD and Euro alone was 700%+ GDP in 2008, with jurisdiction in New York and Brussels.
然后你看看那些因债务问题毁掉的经济体:
阿根廷:政府/主权债务以美元形式结算,其裁判权在纽约!希腊:政府/主权债务以欧元方式结算,其裁判权在布鲁塞尔!冰岛:外部金融债务→债务国有化后2008年政府/主权债务以美元和欧元的形式达到GDP的700%,其裁判权在纽约和布鲁塞尔
Then you look at China, with her debt almost entirely internal, in Chinese RMB to Chinese citizens, government debt at 55%, lower than the US, Japan, and EU average, in her own currency. China’s external debt is about 9% of GDP, globally ranked 184th (less than North Korea, similar to Kosovo) - anyway you look at it, it’s hardly the kind of material to make a banking crisis. China is borrowing a little bit from her own piggy bank. Argentina/Greece/Iceland were borrowing a lot from the Mafia.
然后你看看中国,中国的债务基本都是内部以人民币结算的。中国政府债务只占总债务的55%,比美国,日本和欧盟都要低,再次强调,其债务以人民币结算。中国外部债务只占GDP的9%,全球排行184位(比朝鲜低,比科索沃高)。无论怎么看,你都不会看到中国有任何银行危机的迹象。中国只是向其国内贪心的银行借钱。阿根廷/希腊/冰岛可是像美国欧盟这些黑手党借钱。
PS: The most significant increase in China’s debt is in the financial sector, driven by rising real estate price (which means higher value of housing loans). Right now, the Chinese government is basically using it as a tool to do macro-economic engineering. The goal is to cap urban growth in top tier cities (Beijing, Shanghai, etc.) and push the economic growth to second- and third- tier cities (Hangzhou, the city that just hosted G20, is an example.http://www.g20.org/English/Hangzhou/About/index.html Now you can look back and see why the Chinese government decided to host G20 in a city nobody has ever heard of). This is clearly stated by the Chinese government like 100 times since last year in the official news channels. The reason? Top tier Chinese cities like Shanghai (25 million) already have more city residents than the whole nation of Australia! The metropolitan area of Shanghai (44 million) has more people than the entire population of Canada! In one city! Beijing’s population grew by 8 million within the last decade! The place is simply full.List of cities in China by population and built-up area
PS: 中国最显著的债务增长是在其金融领域内不断升高的房价造成的(不断增高的房贷造成债务问题)。现在中国政府正在利用房价作为宏观经济调控的工具。其目的是限制一线城市的城市化进程和加速二三线城市的发展(刚刚举办了G20的杭州就是个例子,现在你就能知道为啥中国政府将G20放在一个没人听说过的城市举行了)。这些政策中国政府已经在官媒上宣布了无数次。原因就是一线城市,例如上海(2500万人口),其居民数量比阿根廷全国人口还要多!上海都市圈(4400万人口)的人口数量比加拿大全国还要多!北京人口数量在过去的10年内增长了800万!这些城市的人口数量已经饱和了。
In addition to real estate prices, the Chinese government is also doing stuff like restricting residents permits, disallowing second or third homes, even restricting jobs to local residents, everything to say “this place is full. We have these other nice choices, with lower housing prices. Go there.” Young people complaining about housing prices in tier-one cities? But that’s the whole point. The debt you have to take on to live in tier-one cities SHOULD SCARE YOU OFF. The Chinese government is trying to stop the influx of people pouring into tier-one cities, and get these smart and energetic youths to go build two, three, four, five. … more Shanghai’s in other parts of China. 1.4 billion people can’t all fit into tier-one cities.
除了以房地产为手段,中国政府也加强控制了居住证的发放,禁止第二/三套房买入甚至对本地居民的工作种类进行限制,这些都是为了表达一个意思:这些地方都人满为患了。二三线城市有更低的房价和更好的生活条件,快点去那里吧!年轻人都在抱怨一线城市的高房价?但这就是中国政府想要的。你在一线城市生存需要的代价会把你吓退。中国政府正在尝试控制一线城市的人口流入而让有技术和充满活力的年轻人去建设二三四五线城市——让更多的上海出现在国家的其他地方。14亿人口是没可能全部都聚集在一线城市的。
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Paul Denlinger, Involved in China economics study
Written Sep 27


There is too much debt, and a lot of it is likely to turn into bad debt, but that does not equal a banking crisis.
是因为中国贷款太多了,而这些贷款大多数会变成不良贷款,但这些都不等银行危机
Banking crisis may be a nice term to bandy around and get clicks and headlines, but does not really explain what is going on.
银行危机或许是一个十分吸引眼球的头条,但是根本就不能解释实际的情况
There was a lot of debt financing, especially after the 2008 subprime mortgage crisis in the US. In order to keep the economy on a steady keel, the Chinese government, through its banks, pumped money to Chinese state-owned enterprises, in order to keep high employment and maintain an image of “growth”. A lot of this money then found its way into the underground banking system through “wealth management products” and other means. A lot of this has turned into bad debt.
中国政府有过很多次债务融资,特别是08年美国次贷危机之后。为了稳住经济增长,中国政府通过银行将大量人民币注入到国企内以维持就业率和高增长的形象。但这些钱最终大都以理财产品和其他形式流进了地下钱庄。这些大部分都变成了不良贷款。
Another problem area, which frequently overlaps with the “wealth management products” is the local government financing vehicle used to fund local property development, which I have discussed here: Paul Denlinger's answer to Why does China have so many ghost towns?
另一个有问题的领域,和“理财产品”有莫大关联的,就是地方政府为当地基础建设所采用的金融工具(我在这个地方有详细的分析:https://www.quora.com/Why-does-China-have-so-many-ghost-towns/answePaul-Denlinger?srid=tR&share=22b99cfc
What is likely to happen in China is that growth will slow down in some areas, while there will be certain newer parts of the economy which will continue to grow. If the Chinese government is able to support the newer parts of the economy and help them to grow, while cutting back on loans to the weaker parts of the economy, it may be able to handle this transition better.
最可能发生的情况就是中国的经济增长将会放缓,但是肯定会用新的增站点。如果中国政府能支持新的增长点而且能减低夕阳工业的不良贷款率,那么或许能更好地度过过渡期。
This is exactly what the Chinese government is trying to do and you can read about it here:Here is how China is going to quietly save its economy
这些正是中国政府正在尝试去做的,你可以读读这个文章了解一下:http://www.scmp.com/news/china/economy/article/2022491/china-deploys-policy-banks-stealth-mission-stimulate-growth
So, if you are expecting there to be a dramatic run on the banks, and the Chinese people to take to the streets and overthrow the Chinese Communist Party, and become a full-blown democracy like Taiwan, Japan or South Korea, you are very likely to be disappointed.
所以,如果你是期待一次强烈的bank run(自行百度啥是bank run),然后中国人民上街推翻TG,中国大陆变成与台湾,日本韩国一样的政体,那么你要失望了。
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Nikhil Ambhorkar, Self studied Finance.
Written Sep 26


Is China facing a Banking crisis?
中国是在面临一个银行危机吗?
Yes.

Is it facing a full blown Banking crisis?
中国正在面临一个全面性的银行危机吗?
No.

Combined debt of China is almost 300% of its GDP. But the the categorized in 4 parts as it is shown in the image with the question too.
中国的总债务大概是GDP的300%。但是分在了如图所示的4个领域内。
The corporate debt has the lion's portion of the total debt. The household debt and non corporate debt are nothing to worry about because it is less many other developed countries and has some room to grow.
公司债务在总债务中占了大头。个人债务和非公司债务根本没啥可担心的因为这些比大多数发达国家还要低所以还有增长的空间。
Government Debt is not too big when compared to standards set by many global institutions like IMF, World Bank, etc.
政府债务以多数国际组织,例如世行和IMF,设定得标准来看其实不高。
The only major concern which is of a serious magnitude is the corporate debt. This is also reiterated by many economists.
最主要的关注点就是公司债务了。许多经济学家都重申了这点无数次了。
Now the problem with China is that data that comes out of major Chinese institutions is murky so their are many different types of estimates by many different institutions but the common theme in it is corporate debt and its size.
中国最大的问题就是中国国内组织公布的数据来源不清晰所以不同的国际组织对中国经济的实际情况估算会不一样。但所有组织最关心的都是中国的公司债务与其规模。
Corporate debt consists of debt owned by state owned corporations and private corporations. Private corporations in China are generally crowded out by the state owned corporations because of connections and political agenda.
公司债务又分成了国企和私企的债务。中国私企大多数收到国企排挤,这是有政体造成的。
Many state owned corporations have invested into unproductive projects as a result of excess boost given by government after 2008 to prop up the economy. This has resulted in a huge amount of NPAs. So, in all the major problem is state owned corporations piling up huge amount of debt. To solve this problem, the government tried to convert the debt into shares which the bank owns and can recover money through profit dividends but this was one of the causes for last year's stock market crash.
在08年过度的经济刺激政策下,很多国企在许多无效益项目上投了许多钱。这造成了大量的无效能资产。所以,最大的问题是国企堆积了大量债务。为了解决这个问题,政府正在尝试将国企的债务转化为股份,那么银行就能将债务转化为红利而最终将债务收回了。但这造成了上年的股灾.....
Hence, it is a big crisis but not the one government cannot handle with so much trade surplus and forex reserves. But actions are definitely needed to stop it from growing into a bigger problem.
所以,这是一个危机但仍然是政府能控制的,毕竟中国政府有大量贸易顺差和外汇储备。但是仍然需要实际行动来防止事态的扩展。
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Today I learned you can use MT4 for Bitcoin!!!

http://www.bit4x.com/
For those of you that don't know MetaTrader4 is one of the most widely used forex trading platforms, and it doesn't take long to see why.
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Hungry Shark Evolution

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Daily Trading Thread - Tuesday 2.27.18

Hi everyone! Thanks for joining. This sub is for active traders of crypto and stocks, those looking to make a fat YUGE profit. While all are welcome, we are more geared for traders with a serious mindset. Post your ideas for today here.
Follow us on StockTwits and chat live on our Discord: trader chat.
Wiki: resources
FINVIZ HEATMAP - FINVIZ FUTURES - FOREX - NEWS FEED
FEB 27th TUE Fear & Greed Index
Economic Calendar: Results & More
Time Release For Actual Expected Prior
8:30:00 AM Durable Orders Jan -3.70% -2.00% 2.60%
8:30:00 AM Durable Goods –ex transportation Jan -0.30% 0.50% 0.70%
8:30:00 AM International Trade in Goods Jan -$74.4B -$72.2B -$72.3B
9:00:00 AM S&P Case-Shiller Home Price Index Dec 6.30% 6.40% 6.40%
9:00:00 AM FHFA Housing Price Index Dec 0.30% 0.40% 0.50%
10:00:00 AM Consumer Confidence Feb - 127.50 126.50
Ex-Dividend: Calendar
Ex- Div Company Amt Yield
AGN Allergan Rg 0.72 0.02
AGNC AGNC Investment Rg 0.18 0.11
AYR Aircastle Rg 0.28 0.05
BLKB BLACKBAUD 0.12 0.00
BMI Badger Meter Rg 0.13 0.01
BOH Bank Of Hawaii Rg 0.52 0.02
CAKE Cheesecake Facto Rg 0.29 0.02
CFR Cullen/Frost Ban Rg 0.57 0.02
CLDT Chath L REIT-SBI Rg 0.11 0.07
COTY Coty Rg-A 0.13 0.03
CPF Central Pacific Rg 0.19 0.02
CR Crane Co Rg 0.35 0.01
CTT CatchMark REIT Rg-A 0.14 0.04
DOV Dover Corp Rg 0.47 0.02
EBIX Ebix Rg 0.08 0.00
EL Estee Lauder Rg-A 0.38 0.01
EPR EPR PROPERTIES 0.36 0.07
FDS FactSet Resh Sys Rg 0.56 0.01
GLW Corning Inc Rg 0.18 0.02
HFC HollyFrontier Rg 0.33 0.04
HUBB Hubbell Rg 0.77 0.02
KINS Kingstone Cos Rg 0.10 0.01
KNSL Kinsale Capital Rg 0.07 0.00
L Loews Rg 0.06 0.00
LBY Libbey Rg 0.12 0.08
MBCN Middlefield Banc Rg 0.33 0.02
MDP Meredith Rg 0.55 0.04
MINI Mobile Mini Rg 0.25 0.02
MLAB Mesa Laboratorie Rg 0.16 0.00
NWL Newell Brands Rg 0.23 0.03
OPOF Old Point Financ Rg 0.11 0.02
ORC Orcd Isl Cl REIT Rg 0.11 0.22
PBF PBF Ener Rg-A 0.30 0.04
PBNC PARAGON COMMERCIAL 0.34 0.00
PFIS Peoples Fin Serv Rg 0.32 0.03
POWI Power Integratio Rg 0.16 0.01
PVH PVH Rg 0.04 0.00
QCOM Qualcomm Rg 0.57 0.03
RLI RLI Rg 0.21 0.04
SNI Scripps Ntwks Rg-A 0.30 0.03
SON Sonoco Products Rg 0.39 0.03
STAG Stag Industr REI Rg 0.12 0.07
STE STERIS Rg 0.31 0.01
STI Suntrust Banks I Rg 0.40 0.02
TNC Tennant Co Rg 0.21 0.01
UNP Union Pacific Rg 0.73 0.02
UVE Universal Ins Hl Rg 0.14 0.02
VOYA Voya Financial Rg 0.01 0.00
YORW York Water Rg 0.17 0.02
YUMC Yum China Hld-WI Rg 0.10 0.00
Earnings Reports: Morningstar Earnings Calendar & Results
Company Release Est. EPS Company Release Est. EPS
AAON (AAON) Morning 0.24 Juno Therapeutics (JUNO) Afternoon -1.01
ACADIA Pharmaceuticals (ACAD) Afternoon -0.58 Kaman (KAMN) Afternoon 0.98
Acceleron Pharma (XLRN) Morning -0.60 Keane Group (FRAC) Morning 0.27
AES (AES) Morning 0.32 Kewaunee Scientific (KEQU) Afternoon N/A
Albemarle (ALB) Afternoon 1.21 Kindred Biosciences (KIN) Afternoon -0.33
Alimera Sciences (ALIM) Afternoon -0.03 Koppers (KOP) Morning 0.49
Amarin (AMRN) Morning -0.05 Ladder Capital (LADR) Afternoon 0.40
Amedisys (AMED) Afternoon 0.58 Lamar Advertising (LAMR) Morning 1.25
American Tower (AMT) Morning 1.63 Lexington Realty Trust (LXP) Morning 0.25
Amicus Therapeutics (FOLD) Morning -0.29 LGI Homes (LGIH) Morning 1.36
ANI Pharmaceuticals (ANIP) Morning 1.07 Lowe's Companies (LOW) Morning 0.86
Atara Biotherapeutics (ATRA) Morning -1.14 Lumber Liquidators (LL) Morning 0.09
AveXis (AVXS) Afternoon -1.64 Macy's (M) Morning 2.50
B&G Foods (BGS) Afternoon 0.56 Magellan Health (MGLN) Morning 2.29
Balchem (BCPC) Morning 0.62 Mallinckrodt (MNK) Morning 1.69
Bank of Montreal (BMO) Morning 1.63 MannKind (MNKD) Afternoon -0.29
Bank of Nova Scotia (BNS) Morning 1.31 Marriott Vacations Worldwide (VAC) Morning 1.16
Best Buy (BBY) Morning 1.99 Masimo (MASI) Afternoon 0.61
Big 5 Sporting Goods (BGFV) Afternoon 0.23 MasTec (MTZ) Afternoon 0.37
Bill Barrett (BBG) Afternoon -0.07 McGrath RentCorp (MGRC) Afternoon 0.51
Bitauto (BITA) Morning 0.25 Merrimack Pharmaceuticals (MACK) Morning -0.28
Blackhawk Network (HAWK) Afternoon 1.28 MoSys (MOSY) Morning -0.09
BMC Stock (BMCH) Morning 0.26 Nabors Industries (NBR) Afternoon -0.33
Booking (PCLN) Afternoon 14.08 NanoString Technologies (NSTG) Afternoon -0.44
BOX (BOX) Afternoon -0.08 Nexstar Media Group (NXST) Morning 1.36
Broadcom (AVGO) Afternoon 4.40 NN (NNBR) Afternoon 0.31
Broadwind Energy (BWEN) Morning -0.33 Noodles & Co (NDLS) Afternoon -0.01
Callon Petroleum (CPE) Afternoon 0.13 Oasis Midstream Partners (OMP) Afternoon 0.41
Camping World (CWH) Afternoon 0.23 Oasis Petroleum (OAS) Afternoon 0.05
Capital Senior Living (CSU) Afternoon -0.23 Office Depot (ODP) Morning 0.07
Capitala Finance (CPTA) Afternoon 0.27 Omega Protein (OME) Afternoon 0.24
Care.com (CRCM) Morning 0.17 Ophthotech (OPHT) Morning -0.55
Caretrust REIT (CTRE) Afternoon 0.18 Opko Health (OPK) Afternoon -0.08
Casella Waste Systems (CWST) Afternoon 0.09 Outfront Media (OUT) Afternoon 0.27
Catasys (CATS) N/A -0.13 Oxford Immunotec Global (OXFD) Morning -0.36
China Yuchai International (CYD) Morning N/A Pacira Pharmaceuticals (PCRX) Morning 0.11
Coca-Cola Bottling Co Consolidated (COKE) Afternoon 1.13 Papa John's Int'l (PZZA) N/A 0.67
Community Health Systems (CYH) Afternoon -0.34 Performant Financial (PFMT) Afternoon -0.03
Core-Mark (CORE) Morning 0.49 Perrigo (PRGO) Morning 1.23
Corenergy Infrastructure Trust (CORR) Afternoon 0.48 PHH (PHH) Afternoon -1.02
Crocs (CROX) Morning -0.39 Platform Specialty Products (PAH) Morning 0.24
Cross Country Healthcare (CCRN) Afternoon 0.19 PNM Resources (PNM) Morning 0.19
CSI Compressco (CCLP) Morning -0.26 Pointer Telocation (PNTR) Morning 0.22
Darling Ingredients (DAR) Afternoon 0.15 Premier Financial Bancorp (PFBI) N/A N/A
Depomed (DEPO) Afternoon 0.10 Primoris Services (PRIM) Morning 0.23
Dillard's (DDS) Morning 1.77 Puma Biotechnology (PBYI) Afternoon -1.97
Discovery Communications (DISCB) Morning N/A Pure Storage (PSTG) Afternoon 0.07
Discovery Communications (DISCK) Morning N/A Range Resources (RRC) Afternoon 0.16
Discovery Communications (DISCA) Morning 0.43 Realogy (RLGY) Morning 0.23
Dycom Industries (DY) Morning 0.35 Recro Pharma (REPH) Morning -0.90
e.l.f. Beauty (ELF) Afternoon 0.13 Rice Midstream Partners (RMP) Afternoon 0.44
Eaton Vance (EV) Morning 0.70 RLJ Lodging Trust (RLJ) Afternoon 0.13
Ecopetrol (EC) Afternoon 0.30 Rogers (ROG) Afternoon 1.41
El Paso Electric (EE) Morning 0.21 RR Donnelley & Sons (RRD) Afternoon 0.70
Endo International (ENDP) Morning 0.61 Seaspan (SSW) Afternoon 0.20
Envision Healthcare (EVHC) Afternoon 0.44 SeaWorld Entertainment (SEAS) Morning -0.19
EP Energy (EPE) Afternoon N/A Sempra Energy (SRE) Afternoon 1.40
EV Energy Partners (EVEP) Morning N/A Senior Housing Properties Trust (SNH) Morning 0.28
Express Scripts (ESRX) Afternoon 2.08 Seritage Growth Properties (SRG) Afternoon 0.49
Extraction Oil & Gas (XOG) Afternoon 0.02 Servicemaster Global (SERV) Morning 0.34
Federated National (FNHC) Afternoon 0.48 Ship Finance International (SFL) Morning 0.30
FibroGen (FGEN) Afternoon -0.25 Sierra Oncology (SRRA) Morning -0.22
First Trust High Income Long/short Fund (FSD) N/A N/A Sonic Automotive (SAH) Morning 0.81
Foamix Pharmaceuticals (FOMX) Afternoon -0.47 Sotherly Hotels (SOHO) Morning -0.08
Fomento Economico Mexicano SAB (FMX) Afternoon 1.08 Southwest Gas (SWX) Afternoon 1.50
Foresight Energy (FELP) Morning -0.12 Spok (SPOK) Afternoon N/A
Forestar Group (FOR) N/A N/A Star Bulk Carriers (SBLK) Morning 0.10
Fortress Transprtn and Infr Investrs (FTAI) Afternoon 0.11 Steven Madden (SHOO) Morning 0.46
Foundation Building Materials (FBM) Morning 0.03 SunOpta (STKL) Morning -0.04
Fox Factory (FOXF) Afternoon 0.33 Systemax (SYX) Afternoon 0.34
Franks International (FI) Morning -0.10 TCP Capital (TCPC) Morning 0.38
Fresenius Medical Care AG & Co. (FMS) Morning 0.61 TETRA Technologies (TTI) Morning -0.02
Frontier Communications (FTR) Afternoon -1.03 TiVo (TIVO) Afternoon 0.26
GCP Applied Technologies (GCP) Morning 0.23 Toll Brothers (TOL) Morning 0.54
Genco Shipping & Trading Limited Ordinary Shares New (Marshall Islands) (GNK) Afternoon -0.03 TopBuild (BLD) Morning 0.81
General Communication (GNCMA) Afternoon N/A TriMas (TRS) Morning 0.32
Gray Television (GTN) Morning 0.25 TriNet Group (TNET) Afternoon 0.47
Great Ajax (AJX) Afternoon 0.42 Tutor Perini (TPC) Afternoon 0.50
Health Insurance Innovations (HIIQ) Afternoon 0.34 Universal Health Realty Income Trust (UHT) N/A N/A
Heico (HEI) Afternoon 0.52 Universal Health Services (UHS) Afternoon 1.84
Heico (HEI.A) Afternoon N/A Vale (VALE) Afternoon 0.24
Heritage-Crystal Clean (HCCI) Afternoon 0.21 Veeva Systems (VEEV) Afternoon 0.20
Huron Consulting Group (HURN) Afternoon 0.75 Verona Pharma plc - American Depositary Share (VRNA) Morning -0.83
ICU Medical (ICUI) Afternoon 1.04 Vitamin Shoppe (VSI) Morning -0.20
Imax (IMAX) Morning 0.40 W&T Offshore (WTI) Afternoon 0.07
Impax Laboratories (IPXL) Morning 0.12 Weight Watchers International (WTW) Afternoon 0.31
Integra Lifesciences (IART) Morning 0.56 Winmark (WINA) N/A N/A
InterXion (INXN) N/A 0.20 Wright Medical Group (WMGI) Afternoon 0.05
Ituran Location and Control Ltd. (US) (ITRN) Morning N/A Xcerra (XCRA) Morning 0.17
Jazz Pharmaceuticals (JAZZ) Afternoon 2.98 Zosano Pharma (ZSAN) N/A -0.24
PRE-MARKET MOVERS: $MNK $M $PANW $DGAZ $ESV $DBVT $KSS $UVXY $VXX $DWT $FEYE
ROCKET BOT - FINVIZ TOP GAINERS - FINVIZ TOP LOSERS
Crypto Watch List: XRB BTC XLM LTC ETH WTC ETC OMG POE ICX FUN STEEM VEN GAS NEO XRP PPT SALT LEND XVG EOS SC ZCL
COIN MARKET CAP - COINDESK NEWS - RISING/FALLING - COIN 360 HEATMAP
Disclaimer: The opinions in this thread and forum are solely the opinions of the individual account holders and contributors. The info should not be regarded as investment advice or as a recommendation of any particular security. All investments entail risks. As with most things in life, caveat emptor.
submitted by theprofitgod to The_Profit [link] [comments]

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Forex live trade on Facebook live

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