Releasing a Decade of Forex Tick Data I Crawled and Converted
In my exploration of the world of big data and I became curious about tick data. Unfortunately, market data is almost always behind a paywall or de-sampled to the point of uselessness. After discovering the Dukascopy API, I knew I wanted to make this data available for all in a more accessible format. Over the course of a few months, I downloaded, cleaned, parsed, and compressed over a decade of Forex tick data on 37 currency pairs and commodities. Today I am happy to finally release the final result of my work to the DataHoarder community!
The data was collected from https://www.dukascopy.com/ via a public API that allows for the download of tick data on the hour level. These files come in the form of a .bi5 file. The data starts as early as 2004 all the way to 2019. These files were decompressed, then merged into yearly CSV’s named in the following convention. “AUDCHF_tick_UTC+0_00_2011.csv” or ‘Pair_Resolution_Timezone_Year.csv’ These CSV’s are split into 3 categories “Majors”, “Crosses”, “Commodities”. Majors, Crosses, and Commodities have had their timestamps modified so that they are in the official UTC ISO standard. This was originally done for a Postgresql database that quickly became obsolesced. Any files that have been modified are appended with a “-Parse”. These timestamps have been modified in the following format. Millisecond timestamps to UTC +00:00 time [2017.01.01 22:37:08.014] -- [2017-01-01T22:37:08.014+00:00] https://preview.redd.it/x6g277skfiu51.png?width=1399&format=png&auto=webp&s=35cd6735c1826424580919ac3377612377a3107c
For those looking to use this data in a live context or update it frequently, I have included a number of tools for both Windows and Linux that will be useful.
The ~/dukascopy/resources/windows folder contains a third party tool written in java that can download and convert Dukascopy’s .bi5 files. I have also included the latest zstd binaries from Zstandard Github page.
Linux is my daily driver in 99% of cases, so I have developed all my scraping tools using Linux only tools. In the ~/dukascopy/resources/linux folder you will find a number of shell script and pyhton3 files that I used to collect this data. There are quite a few files in this directory but I will cover the core ones below.
This file is used to download a single symbol for a single day and then convert and merge all 24 .bi5 files into a single CSV.
This file is used to download a single symbol for a full year and then convert and merge all .bi5 files into a single CSV.
This file contains all the core logic for downloading and converting data from dukascopy.
This tad slow but works well enough. It requires the pandas project and parses timestamps into the UTC ISO standard. This is useful for those looking to maintain the format of new files with the those in this repo, or those looking to use this in a SQL database.
Profitable forex strategy: it is a type of instruction for the trader, which helps to follow a clearly verified algorithm and safeguard his deposit from emotional errors and consequences of the unpredictability of the Forex currency market.
Thanks to her, you will always know the answer to the question: how to act in certain market conditions. You have the conditions of opening a transaction, the conditions of its closing, likewise, you do not guess if it is time or not. You do what the trading strategy tells you. This does not mean that it cannot be changed. A healthy trading scheme in the forex market must be constantly adjusted, it must comply with the realities of current market trends, but there must be no unfounded arguments in it. >>> Forex Signals With Unbeatable Performance: Verified Forex Results And 5° Rated OnInvesting.com|Free Forex Signals Trial:CLICK HERE TO JOIN FOR FREE
Profitable Forex Strategy Reddit
Types of trading strategies The forms of a trading strategy can combine a variety of methods. However, several of the most commonly used options can be highlighted.
Trading strategy based on various complementary technical indicators
Trading strategy using Bollinger Bands
Moving Average Strategy
Technical figures and patterns
Trading with Fibonacci levels
Candlestick trading strategy
Trend trading strategy
Flat trading strategy
Fundamental analysis as the basis of the strategy
Three most profitable Forex strategies
Important!These strategies are the basis for building your own trading system.Indicator settings and recommended pending order levels are for consultation only.If you do not get a satisfactory outcome in the test result or in a live account, that does not mean that the problem is the strategy.It is enough to choose individual parameters of indicators under a separate asset and under the current market situation.
1. “Bali” scalping strategy
This strategy is one of the most popular, at least its description can be found on many websites. However, the recommendations will be different. According to the author's idea, "Bali" refers to scalping tactics, as it facilitates a fairly short stop loss (SL) and take profit (TP). However, the recommended time frame is high, because the signals appear not very often. The authors recommend using the H1 interval and the EUR / USD currency pair. Indicators used:
Linear Weighted Moving Average. Period 48 (red line).
Important!Note that the indicators for the “Bali” strategy are chosen in such a way as to ultimately give an early signal.This gives the trader time to confirm the signal and check the fundamentals.
MA is one of the basics on MT4, the other two indicators can be found in the archive for free here. To add them to the platform, click on MT4: "File / Open data directory". In the folder that opens, follow the following path: MQL4 / Indicators. Copy the flags to the folder and restart the platform. Also Read: Make Money With Trading Conditions to open a long position:
Price penetrates the orange Trend Envelopes line from the bottom up. At the same time in the same candle there is a change of the orange line that falls to a growing celestial.
The candle is above LWMA. Once the above condition has been met, we wait for the candle to appear above the moving one. It is important that it closes above the LWMA red line. It is mandatory to have a Skyline Trend Envelopes on a signal candle.
The additional DSS of momentum line on the signal candle is green and is above the dotted line of the signal (that is, it crosses or crosses it).
We open a trade at the close of the signal candle. The recommended stop level is 20-25 points in 4-digit quotes, take profit at 40-50 points. https://preview.redd.it/t48d55s8faw51.jpg?width=1000&format=pjpg&auto=webp&s=1e93863745e74dec536178539817225767cbeb1c The arrow indicates a signal candle where a Trend Envelopes color change occurred. Note (purple ovals) that the blue line is below the orange line and goes upwards (in other cases the signal should be ignored). In the signal candle, the green DSS of momentum line is above the dotted line. Conditions to open a short position:
Price penetrates the Trend Envelopes sky line from top to bottom. At the same time in the same candle there is a change from the increasing celestial line to the falling orange.
The candle is below LWMA. Once the above condition has been met, we wait for the candle to appear below the mobile. It is important that it closes below the LWMA red line. It is mandatory to have an orange Trend Envelopes line on a signal candle.
The additional DSS of momentum line on the signal candle is orange and is below the dotted line of the signal (i.e. crosses or crosses it).
This profitable Forex strategy is weekly and can be used on different currency pairs. It is based on the spring principle of price movement, what went up quickly, sooner or later must fall. To trade you will only need a schedule on any platform and W1 time frame (although the daily interval can be used).
The bearish candle, which signifies last week's movement, has a relatively large body.
Open a long position early next week. Make sure to place a stop loss at 100-140 points and a take profit at 50-70 points. When it is midweek, close the order if it has not yet been closed at take profit or stop loss. After that, wait again for the beginning of the week and repeat the procedure, in any case do not open operations at the end of the current week. https://preview.redd.it/vuihnqspfaw51.jpg?width=1000&format=pjpg&auto=webp&s=7641e9d7701911cc255c4f0c8a53e1660c35c9fe On this chart it is clearly seen that after each large bearish candle there is necessarily a bullish candle (although smaller). The only question is what period to take where it makes sense to compare the relative length of the candles. Here everything is individual for each currency pair. Note that a rising candle was observed followed by a few small bearish candles. But when it comes to minimizing risks, it is best not to open a long response position, as the relatively small decline from the previous week may continue. Conditions to open a short position:
The bullish candle, which signifies last week's movement, has a relatively large body.
We open a short position early next week. https://preview.redd.it/tv4zmf5ufaw51.jpg?width=1000&format=pjpg&auto=webp&s=61cd1dcfc4aebfa6f80343b6c51f7a6e46358602 The red arrows point to the candles that had a large body around the previous bullish candles. Almost all signals turned out to be profitable, except for the transactions indicated by a blue arrow. The shortcomings of the strategy are rare signs, albeit with a high probability of profit. The best thing is that it can be used in several pairs at the same time. This strategy has an interesting modification based on similar logic. Investors with little capital opt for intraday strategies, as their money is insufficient to exert radical pressure on the market. Therefore, if there is a strong move on the weekly chart, this may indicate a cluster of large strong traders. In other words, if there are three weekly candles in one direction, it is most likely the fourth. Here you also have to take into account the psychological factor, 4 candles is equal to one month, and those who "push" the market in one direction, within a month will begin to set profits. Strategy principle:
A "three candles" pattern (ascending and descending) formed on the weekly chart.
It is preferable that each subsequent candle was larger than the previous one. Doji is not taken into account (disembodied candles).
Stop is placed at the closing level of the first candle of the constructed formation. Take profit at 50-100% of the last candle, but it is often better to manually close the trade.
This strategy is universal and is usually given as an example for novice traders. It uses classic EMA (Exponential Moving Average) indicators for MT4 and Parabolic SAR, which acts as a confirmatory indicator. The strategy is trend. Most sources suggest using it in "minutes", but price noise reduces its efficiency. It is better to use M15-M30 intervals. Currency pairs - Any, but you may need to adjust the indicator settings. Indicators used:
EMA with periods 5, 25 and 50. EMA (5) in red, EMA (25) and EMA (50) in yellow. Apply to Close (closing price).
Red EMA (5) crosses the yellows from bottom to top.
Parabolic SAR is located under the sails.
Conditions to open a short position:
Red EMA (5) crosses the yellows from top to bottom.
Parabolic SAR is located above the candles.
The transaction can be opened on the same candle where the mobile crossover occurred. Stop loss at the local minimum, take profit at 20-25 points. But with the manual management of transactions you can extract great benefits. For example, close at the time of the transition from EMA (5) to a horizontal position (change of the angle of inclination of the growth to flat). https://preview.redd.it/4un92jlegaw51.jpg?width=1000&format=pjpg&auto=webp&s=406a700c00722349622d031e20d0858e4196d18b This screen shows that all three signals (two long and one short) were effective. It would be possible to enter the market on the candle by following the signal (in order to accurately verify the direction of the trend), but you would then miss the right time to enter. It is up to you to decide whether it is worth the risk. For one-hour intervals, these parameters hardly work, so be sure to check the performance of the indicators for each period of time in a minimum span of three years. And now that you know the theory, a few words about how to put these strategies into practice. Ready? Then let's get started!
From the theory to the practice
Step 1. Open demo account It's free, requires no deposit, takes up to 15 minutes, and no verification required. On the main page of your broker there is for sures a button "Register", click and follow the instructions. An account can also be opened from other menus (for example, from the top menu, from the commercial conditions of the account, etc.). Step 2. Familiarize yourself with the functionality of the Personal Area. It won't take long. It is at the most user friendly and intuitive. You just need to understand the instruments of the platform and understand how the trades are opened. Step 3. Launch the trading platform. The Personal Area has the platform incorporated, but it is impossible to add templates. Hence, the "Bali" and "Parabolic Profit" strategies can only be executed on MT4.
Characteristics of an effective Forex strategy Reddit
And finally, let's see what makes a profitable Forex strategy effective. What properties should it have? Perhaps three of the most important characteristics can be pointed out.
The minimum number of lag indicators. The smaller they are, the greater the forecast accuracy.
Easy. Understanding your strategy is more important than your saturation with complex elements, formulas, and schematics.
Uniqueness. Any trading strategy must be "tailored" to your trading style, your character, your circumstances, and so on.
It is very important to develop your own trading strategy, but it is necessary to test a large number of already available and proven strategies. On the Forex blog you will find trading strategies available for download. Before using a live account, test your chosen strategy on the demo account on the MetaTrader trading platform. Conclusion. To successfully trade the Forex currency market, create your own trading strategy. Learn what's new, learn out-of-the-box trading schemes, and improve your individual action plan in the market. Only in this case, the trading results will satisfy you to the fullest. Success, dear readers! >>> Forex Signals With Unbeatable Performance: Verified Forex Results And 5° Rated OnInvesting.com|Free Forex Signals Trial:CLICK HERE TO JOIN FOR FREE Join the community for more articles on trading and making money on the Forex and Stock market. ------------------------------------------------ ------------------------------------------------ Disclosure: This post contains affiliate links, if you click and make a purchase I may receive a commission - This has NO extra cost for you.
Guidance for anyone who want to start their own business but don't know what it should be and defeating the shiny object syndrome.
For 5 years, I only pursued doing what I heard other people did and were supposedly making a killing. Print on demand, facebook ad services, kickstarter (people form larger countries are lucky to be able to create campaigns, KS projects cannot be created from central and eastern European countries. I hope that will change - I did it via my brother's UK company). I felt exhausted, because I was in it for the money. What I loved doing for a week on one of my ventures, faded quick and I started something other. The shiny object syndrome classroom example. Then I've taken a month break. And things started to get better and the question I could advise you ask yourself: Imagine doing something you enjoy for the rest of your life but without getting paid for it - What would it be? Right now I feel like that about my podcasts. It all started out by me interviewing an executive in a company I work for about his career, challenges and personal development. I really loved doing it. There were around 24 people in the room and they all said the session was really great. Did I just get paid to ask questions that people loved hearing about I asked myself? It was not my core task, just something I did out of curiosity on top of my duties. About that time, we had to buy our first car for my wife and I read all the things about a particualr car. So much, that when I got to test drive one, the owner asked if I could go with him to check a car he was looking to upgrade to, as he saw me go over his car meticulously. Then I thought, I should make a podcast where I chat with other car owners and share my knowledge about the type of car we bought. The priuspodcast was born, almost 1 year ago to date! I love doing it ever since. My goal with it is to make 100 episodes, so I won't allow myself to jump from idea to ide. But the thing is, I don't need to jump as I love doing it. After 25 episodes, a sponsor was onboarded that made this project my most successful one from the ones I did for 5 years. I lost the sponsor due to COVID but there is a huge opportunity that I work on to develop the podcast. The second podcast idea came just after 45 episodes of the original one. I've been following Tesla for a while. I had a Tesla stock as well that I sold long ago. I just did it for the fun of it, but don't have much money to make it worth to reenter the stockmarket (partly due to forex). Anyway, I loved talking about Tesla with my brother and so I decided why not talk with Tesla owners about their ownership experience, what they think about the company and how they see the industry? So I launched Tesla Tales and I loved chatting with owners about their experience. After season 1 of Tesla Tales, even though I loved the discussions, all of them were kind of the same :) All the owners cheering Tesla and their car with a few exceptions but I thought that was a bit boring to listen to for others so for season 2, I switched things around. Now I interview Tesla owners on their journey how they got to the point to afford a Tesla. How they developed their career, business. What were the worst moments, what were the ah-ha moments. And what would they do if they had to start their career all over again. That allowed me to speak with a military flight teacher (much like Viper in Top Gun!), custom Tesla shop owners and a lot of other people, getting to know their stories. And I love all of that! I heard all the theory, read a lot of business books and attended webinars but it did not make it easier to find my true calling. Only the practical case studies of others did that there are tons of in the sidehustleschool podcast to serve as an idea pool.
How to get started in Forex - A comprehensive guide for newbies
Almost every day people come to this subreddit asking the same basic questions over and over again. I've put this guide together to point you in the right direction and help you get started on your forex journey. A quick background on me before you ask: My name is Bob, I'm based out of western Canada. I started my forex journey back in January 2018 and am still learning. However I am trading live, not on demo accounts. I also code my own EA's. I not certified, licensed, insured, or even remotely qualified as a professional in the finance industry. Nothing I say constitutes financial advice. Take what I'm saying with a grain of salt, but everything I've outlined below is a synopsis of some tough lessons I've learned over the last year of being in this business. LET'S GET SOME UNPLEASANTNESS OUT OF THE WAY I'm going to call you stupid. I'm also going to call you dumb. I'm going to call you many other things. I do this because odds are, you are stupid, foolish,and just asking to have your money taken away. Welcome to the 95% of retail traders. Perhaps uneducated or uninformed are better phrases, but I've never been a big proponent of being politically correct. Want to get out of the 95% and join the 5% of us who actually make money doing this? Put your grown up pants on, buck up, and don't give me any of this pc "This is hurting my feelings so I'm not going to listen to you" bullshit that the world has been moving towards. Let's rip the bandage off quickly on this point - the world does not give a fuck about you. At one point maybe it did, it was this amazing vision nicknamed the American Dream. It died an agonizing, horrible death at the hand of capitalists and entrepreneurs. The world today revolves around money. Your money, my money, everybody's money. People want to take your money to add it to theirs. They don't give a fuck if it forces you out on the street and your family has to live in cardboard box. The world just stopped caring in general. It sucks, but it's the way the world works now. Welcome to the new world order. It's called Capitalism. And here comes the next hard truth that you will need to accept - Forex is a cruel bitch of a mistress. She will hurt you. She will torment you. She will give you nightmares. She will keep you awake at night. And then she will tease you with a glimmer of hope to lure you into a false sense of security before she then guts you like a fish and shows you what your insides look like. This statement applies to all trading markets - they are cruel, ruthless, and not for the weak minded. The sooner you accept these truths, the sooner you will become profitable. Don't accept it? That's fine. Don't bother reading any further. If I've offended you I don't give a fuck. You can run back home and hide under your bed. The world doesn't care and neither do I. For what it's worth - I am not normally an major condescending asshole like the above paragraphs would suggest. In fact, if you look through my posts on this subreddit you will see I am actually quite helpful most of the time to many people who come here. But I need you to really understand that Forex is not for most people. It will make you cry. And if the markets themselves don't do it, the people in the markets will. LESSON 1 - LEARN THE BASICS Save yourself and everybody here a bunch of time - learn the basics of forex. You can learn the basics for free - BabyPips has one of the best free courses online which explains what exactly forex is, how it works, different strategies and methods of how to approach trading, and many other amazing topics. You can access the BabyPips course by clicking this link: https://www.babypips.com/learn/forex Do EVERY course in the School of Pipsology. It's free, it's comprehensive, and it will save you from a lot of trouble. It also has the added benefit of preventing you from looking foolish and uneducated when you come here asking for help if you already know this stuff. If you still have questions about how forex works, please see the FREE RESOURCES links on the /Forex FAQ which can be found here: https://www.reddit.com/Forex/wiki/index Quiz Time Answer these questions truthfully to yourself: -What is the difference between a market order, a stop order, and a limit order? -How do you draw a support/resistance line? (Demonstrate it to yourself) -What is the difference between MACD, RSI, and Stochastic indicators? -What is fundamental analysis and how does it differ from technical analysis and price action trading? -True or False: It's better to have a broker who gives you 500:1 margin instead of 50:1 margin. Be able to justify your reasoning. If you don't know to answer to any of these questions, then you aren't ready to move on. Go back to the School of Pipsology linked above and do it all again. If you can answer these questions without having to refer to any kind of reference then congratulations, you are ready to move past being a forex newbie and are ready to dive into the wonderful world of currency trading! Move onto Lesson 2 below. LESSON 2 - RANDOM STRANGERS ARE NOT GOING TO HELP YOU GET RICH IN FOREX This may come as a bit of a shock to you, but that random stranger on instagram who is posting about how he is killing it on forex is not trying to insprire you to greatness. He's also not trying to help you. He's also not trying to teach you how to attain financial freedom. 99.99999% of people posting about wanting to help you become rich in forex are LYING TO YOU. Why would such nice, polite people do such a thing? Because THEY ARE TRYING TO PROFIT FROM YOUR STUPIDITY. Plain and simple. Here's just a few ways these "experts" and "gurus" profit from you:
Referral Links - If they require you to click a specific link to signup for something, it means they are an affiliate. They get a commission from whatever the third party is that they are sending you to. I don't care if it's a brokerage, training program, hell even an Amazon link to a book - if they insist you have to click their super exclusive, can't-get-this-deal-any-other-way-but-clicking-my-link type bullshit, it's an affiliate link. There is nothing inherently wrong with affiliate programs, but you are literally generating money for some stranger because they convinced you to buy something. Some brokers such as ICMarkets have affiliate programs that payout a percentage of the commission you generate - this is a really clever system - whether you profit or blow your entire account, the person who referred you to the broker makes a profit off you. Clever eh?
Signal Services, Education & Training Programs, Courses - If somebody is telling you they are making a killing with a signal service and are trying to convince you to join it, I guarantee they are getting a piece of your monthly fee. And better still, these signal services often work...for about a week. Just long enough to suck a bunch of poor fools into it. You see people making money, you want in so you agree to pay the $200+/month subscription fee. You follow the signals and it looks like it's making money for a few days or weeks. Then it turns sideways, you start losing money hand over fist. Pretty soon you have lost most of your trading account because you blindly followed a signal service. And better still - when you go screaming at the person running the signal service they will be very quick to point you to their No Refunds policy. To add insult to injury, the buttfucker that referred you to the signal service in the past will likely listen to you getting mad, and then come back with something like "Sorry it didn't work out, but I just joined this other amazing service and it's working great, you should come join it to earn your money back. Here's my link..." You get the point here right?
Multi-Level Marketing (MLMs) - These people are scum. They are going to offer you training and education, signals, access to forex experts and gurus, and all kinds of other shit with the promise that you will live the dream and become financially free. They are also loading you into a pyrmaid scheme where you will be hounded to recruit other people and make money off them just like you got roped into it. A really prime example here is iMarkets Live (or IML for short). Don't touch this shit with a 10 foot pole. I don't care what they are claiming, you will lose everything using them.
Fund Managers - These people make my skin crawl. It's a classic scam and it works like this - somebody will post online about how much money they are making trading forex/commodities/stocks/whatever. Most of the time they won't explicitly post they are offering a trading service, rather they just put the message out there and wait for the ignorant masses (that's you) to contact them. They will charm you. They will lie to you. They will promise you the moon if you simply wire them some money or give them API access to your trading account. Care to guess what happens next? If you send a wire transfer (or Western Union...hell any kind of payment to them) they will vanish. Happens usually after they take a bunch of suckers for the ride. You sent them $2,000 and so do 9 other suckers. They just made $20,000 and are gone. With API access to your account, you will find your account gets blown super fast or worse - possibly leaving you open to persecution by the broker you are using.
These are just a few examples. The reality is that very few people make it big in forex or any kind of trading. If somebody is trying to sell you the dream, they are essentially a magician - making you look the other way while they snatch your wallet and clean you out. Additionally, on the topic of fund managers - legitimate fund managers will be certified, licensed, and insured. Ask them for proof of those 3 things. What they typically look like are:
Certified - This varies from country to country, in the US it's FINRA (http://www.finra.org). They need to have their Series 7 certification minimum. You can make the case that other FINRA certifications are acceptable in lieu of Series 7, but the 7 is the gold standard.
Licensed - They need to have a valid business license issued by the government. It must clearly state they are an investment company, preferrably a hedge fund because they have some super strict requirements to operate (and often require $25,000+ in fees just to get their business license, so you know they at least have some skin in the game).
Insured - They need to be backed by an insurance company. I'm not talking general insurance for shit like their office burning down. I'm talking about a government-implemented protection insurance program - in the US I believe that is issued by the Securities Investment Protection Corporation (https://www.sipc.org/).
If you are talking to a fund manager and they are insisting they have all of these, get a copy of their verification documents and lookup their licenses on the directories of the issuers to verify they are valid. If they are, then at least you are talking to somebody who seems to have their shit together and is doing investment management and trading as a professional and you are at least partially protected when the shit hits the fan. LESSON 3 - UNDERSTAND YOUR RISK Many people jump into Forex, drop $2000 into a broker account and start trading 1 lot orders because they signed up with a broker thinking they will get rich because they were given 500:1 margin and can risk it all on each trade. Worst-case scenario you lose your account, best case scenario you become a millionaire very quickly. Seems like a pretty good gamble right? You are dead wrong. As a new trader, you should never risk more than 1% of your account balance on a trade. If you have some experience and are confident and doing well, then it's perfectly natural to risk 2-3% of your account per trade. Anybody who risks more than 4-5% of their account on a single trade deserves to blow their account. At that point you aren't trading, you are gambling. Don't pretend you are a trader when really you are just putting everything on red and hoping the roulette ball lands in the right spot. It's stupid and reckless and going to screw you very quickly. Let's do some math here: You put $2,000 into your trading account. Risking 1% means you are willing to lose $20 per trade. That means you are going to be trading micro lots, or 0.01 lots most likely ($0.10/pip). At that level you can have a trade stop loss at -200 pips and only lose $20. It's the best starting point for anybody. Additionally, if you SL 20 trades in a row you are only down $200 (or 10% of your account) which isn't that difficult to recover from. Risking 3% means you are willing to lose $60 per trade. You could do mini lots at this point, which is 0.1 lots (or $1/pip). Let's say you SL on 20 trades in a row. You've just lost $1,200 or 60% of your account. Even veteran traders will go through periods of repeat SL'ing, you are not a special snowflake and are not immune to periods of major drawdown. Risking 5% means you are willing to lose $100 per trade. SL 20 trades in a row, your account is blown. As Red Foreman would call it - Good job dumbass. Never risk more than 1% of your account on any trade until you can show that you are either consistently breaking even or making a profit. By consistently, I mean 200 trades minimum. You do 200 trades over a period of time and either break-even or make a profit, then you should be alright to increase your risk. Unfortunately, this is where many retail traders get greedy and blow it. They will do 10 trades and hit their profit target on 9 of them. They will start seeing huge piles of money in their future and get greedy. They will start taking more risk on their trades than their account can handle. 200 trades of break-even or profitable performance risking 1% per trade. Don't even think about increasing your risk tolerance until you do it. When you get to this point, increase you risk to 2%. Do 1,000 trades at this level and show break-even or profit. If you blow your account, go back down to 1% until you can figure out what the hell you did differently or wrong, fix your strategy, and try again. Once you clear 1,000 trades at 2%, it's really up to you if you want to increase your risk. I don't recommend it. Even 2% is bordering on gambling to be honest. LESSON 4 - THE 500 PIP DRAWDOWN RULE This is a rule I created for myself and it's a great way to help protect your account from blowing. Sometimes the market goes insane. Like really insane. Insane to the point that your broker can't keep up and they can't hold your orders to the SL and TP levels you specified. They will try, but during a flash crash like we had at the start of January 2019 the rules can sometimes go flying out the window on account of the trading servers being unable to keep up with all the shit that's hitting the fan. Because of this I live by a rule I call the 500 Pip Drawdown Rule and it's really quite simple - Have enough funds in your account to cover a 500 pip drawdown on your largest open trade. I don't care if you set a SL of -50 pips. During a flash crash that shit sometimes just breaks. So let's use an example - you open a 0.1 lot short order on USDCAD and set the SL to 50 pips (so you'd only lose $50 if you hit stoploss). An hour later Trump makes some absurd announcement which causes a massive fundamental event on the market. A flash crash happens and over the course of the next few minutes USDCAD spikes up 500 pips, your broker is struggling to keep shit under control and your order slips through the cracks. By the time your broker is able to clear the backlog of orders and activity, your order closes out at 500 pips in the red. You just lost $500 when you intended initially to only risk $50. It gets kinda scary if you are dealing with whole lot orders. A single order with a 500 pip drawdown is $5,000 gone in an instant. That will decimate many trader accounts. Remember my statements above about Forex being a cruel bitch of a mistress? I wasn't kidding. Granted - the above scenario is very rare to actually happen. But glitches to happen from time to time. Broker servers go offline. Weird shit happens which sets off a fundamental shift. Lots of stuff can break your account very quickly if you aren't using proper risk management. LESSON 5 - UNDERSTAND DIFFERENT TRADING METHODOLOGIES Generally speaking, there are 3 trading methodologies that traders employ. It's important to figure out what method you intend to use before asking for help. Each has their pros and cons, and you can combine them in a somewhat hybrid methodology but that introduces challenges as well. In a nutshell:
Price Action Trading (Sometimes called Naked Trading) is very effective at identifying when trends will start and finish. This gives you the advantage of staying ahead of the market and predicting when a change in trend direction will occur. It has the disadvantage of being really easy to screw it up if you don't plot your support and resistance lines properly and interpret the chart wrong. Because you can identify a change in trend direction, you'll generally make more profit on a new trend than a technical strategy will.
Technical Analytics (or TA) uses math and statistics to try and identify where the market is headed or confirm/reject whether a trend is happening. It has the advantage of being very math and stat driven which is hard to refute the numbers, but it has the disadvantage of being late to the party when it comes to identifying trends (hence why people call TA a lagging strategy). When people fail using TA, it's not because of the math - it's because you misinterpreted what the math is telling you.
Fundamental Analysis (or FA) uses news and macro scale events to predict what is going on. A really good example right now is Brexit, what a clusterfuck that is. Every time some major brexit news breaks it causes all sorts of choas in almost every currency pair. Fundamental trading has the highest potential profitability per trade but it also has the highest potential drawdown per trade.
Now you may be thinking that you want to be a a price action trader - you should still learn the principles and concepts behind TA and FA. Same if you are planning to be a technical trader - you should learn about price action and fundamental analysis. More knowledge is better, always. With regards to technical analysis, you need to really understand what the different indicators are tell you. It's very easy to misinterpret what an indicator is telling you, which causes you to make a bad trade and lose money. It's also important to understand that every indicator can be tuned to your personal preferences. You might find, for example, that using Bollinger Bands with the normal 20 period SMA close, 2 standard deviation is not effective for how you look at the chart, but changing that to say a 20 period EMA average price, 1 standard deviation bollinger band indicator could give you significantly more insight. LESSON 6 - TIMEFRAMES MATTER Understanding the differences in which timeframes you trade on will make or break your chosen strategy. Some strategies work really well on Daily timeframes (i.e. Ichimoku) but they fall flat on their face if you use them on 1H timeframes, for example. There is no right or wrong answer on what timeframe is best to trade on. Generally speaking however, there are 2 things to consider:
Speed - If you are scalping (trading on the really fast candles like 1M, 5M, 15M, etc) odds are your trades are very short lived. Maybe 10 minutes to an hour tops. For the most part, scalping strategies will produce little profit per trade but make up for it in the sheer volume of trades. Whereas swing trading may only make a few trades but each one could be worth a significant amount of money.
Spread (the fee you pay to the broker when you trade) - If you are a scalper, the spread is your worst enemy because you have to overcome it very fast to make a profit on your order. Whereas swing trading the spread hardly impacts you at all.
If you are a total newbie to forex, I suggest you don't trade on anything shorter than the 1H timeframe when you are first learning. Trading on higher timeframes tends to be much more forgiving and profitable per trade. Scalping is a delicate art and requires finesse and can be very challenging when you are first starting out. LESSON 7 - AUTOBOTS...ROLL OUT! Yeah...I'm a geek and grew up with the Transformers franchise decades before Michael Bay came along. Deal with it. Forex bots are called EA's (Expert Advisors). They can be wonderous and devastating at the same time. /Forex is not really the best place to get help with them. That is what /algotrading is useful for. However some of us that lurk on /Forex code EA's and will try to assist when we can. Anybody can learn to code an EA. But just like how 95% of retail traders fail, I would estimate the same is true for forex bots. Either the strategy doesn't work, the code is buggy, or many other reasons can cause EA's to fail. Because EA's can often times run up hundreds of orders in a very quick period of time, it's critical that you test them repeatedly before letting them lose on a live trading account so they don't blow your account to pieces. You have been warned. If you want to learn how to code an EA, I suggest you start with MQL. It's a programming language which can be directly interpretted by Meta Trader. The Meta Trader terminal client even gives you a built in IDE for coding EA's in MQL. The downside is it can be buggy and glitchy and caused many frustrating hours of work to figure out what is wrong. If you don't want to learn MQL, you can code an EA up in just about any programming language. Python is really popular for forex bots for some reason. But that doesn't mean you couldn't do it in something like C++ or Java or hell even something more unusual like JQuery if you really wanted. I'm not going to get into the finer details of how to code EA's, there are some amazing guides out there. Just be careful with them. They can be your best friend and at the same time also your worst enemy when it comes to forex. One final note on EA's - don't buy them. Ever. Let me put this into perspective - I create an EA which is literally producing money for me automatically 24/5. If it really is a good EA which is profitable, there is no way in hell I'm selling it. I'm keeping it to myself to make a fortune off of. EA's that are for sale will not work, will blow your account, and the developer who coded it will tell you that's too darn bad but no refunds. Don't ever buy an EA from anybody. LESSON 8 - BRING ON THE HATERS You are going to find that this subreddit is frequented by trolls. Some of them will get really nasty. Some of them will threaten you. Some of them will just make you miserable. It's the price you pay for admission to the /Forex club. If you can't handle it, then I suggest you don't post here. Find a more newbie-friendly site. It sucks, but it's reality. We often refer to trolls on this subreddit as shitcunts. That's your word of the day. Learn it, love it. Shitcunts. YOU MADE IT, WELCOME TO FOREX! If you've made it through all of the above and aren't cringing or getting scared, then welcome aboard the forex train! You will fit in nicely here. Ask your questions and the non-shitcunts of our little corner of reddit will try to help you. Assuming this post doesn't get nuked and I don't get banned for it, I'll add more lessons to this post over time. Lessons I intend to add in the future:
Why you will blow your first account and what to do when it happens
Trading Psychology (this will be a beefy one and will take a while to put together)
Exotics vs Majors and which you should focus on as a newbie (aka how to blow your account in a single trade with exotics)
Apache Tomcat is a web server and servlet container that is used to serve Java applications. Tomcat is an open source implementation of the Java Servlet and JavaServer Pages technologies, released by the Apache Software Foundation. This tutorial covers the basic installation and some configuration of the latest release of Tomcat 8 on your CentOS 7 server.
Before you begin with this guide, you should have a separate, non-root user account set up on your server. You can learn how to do this by completing steps 1-3 in the initial server setup for CentOS 7. We will be using Data Center in Romania created here for the rest of this tutorial.
Tomcat requires that Java is installed on the server, so any Java web application code can be executed. Let’s satisfy that requirement by installing OpenJDK 7 with yum. To install OpenJDK 7 JDK using yum, run this command:
sudo yum install java-1.7.0-openjdk-devel
Answer y at the prompt to continue installing OpenJDK 7. Note that a shortcut to the JAVA_HOME directory, which we will need to configure Tomcat later, can be found at /uslib/jvm/jre . Now that Java is installed, let’s create a tomcat user, which will be used to run the Tomcat service.
Create Tomcat User
For security purposes, Forex VPS in Romania should be run as an unprivileged user (i.e. not root). We will create a new user and group that will run the Tomcat service. First, create a new tomcat group:
sudo groupadd tomcat
Then create a new tomcat user. We’ll make this user a member of the tomcat group, with a home directory of /opt/tomcat (where we will install Tomcat), and with a shell of /bin/false (so nobody can log into the account):
Now that our tomcat user is set up, let’s download and install Tomcat.
The easiest way to install Tomcat 8 at this time is to download the latest binary release then configure Windows remote desktop.
Download Tomcat Binary
Find the latest version of Tomcat 8 at the Tomcat 8 Downloads page. At the time of writing, the latest version is 8.5.37. Under the Binary Distributions section, then under the Core list, copy the link to the “tar.gz”. Let’s download the latest binary distribution to our home directory using wget . First, install wget using the yum package manager:
sudo yum install wget
Then, change to your home directory:
Now, use wget and paste in the link to download the Tomcat 8 archive, like this (your mirror link will probably differ from the example):
Tomcat is not completely set up yet, but you can access the default splash page by going to your domain or IP address followed by :8080 in a web browser:
Open in web browser:http://server_IP_address:8080
You will see the default Tomcat splash page, in addition to other information. Now we will go deeper into the installation of Tomcat.
Configure Tomcat Web Management Interface
In order to use the manager webapp that comes with Tomcat, we must add a login to our Tomcat server. We will do this by editing the tomcat-users.xml file:
sudo vi /opt/tomcat/conf/tomcat-users.xml
This file is filled with comments which describe how to configure the file. You may want to delete all the comments between the following two lines, or you may leave them if you want to reference the examples: tomcat-users.xml excerpt
You will want to add a user who can access the manager-gui and admin-gui (webapps that come with Tomcat). You can do so by defining a user similar to the example below. Be sure to change the username and password to something secure: tomcat-users.xml — Admin User
Save and quit the tomcat-users.xml file. By default, newer versions of Tomcat restrict access to the Manager and Host Manager apps to connections coming from the server itself. Since we are installing on a remote machine, you will probably want to remove or alter this restriction. To change the IP address restrictions on these, open the appropriate context.xml files. For the Manager app, type:
sudo vi /opt/tomcat/webapps/manageMETA-INF/context.xml
For the Host Manager app, type:
sudo vi /opt/tomcat/webapps/host-manageMETA-INF/context.xml
Inside, comment out the IP address restriction to allow connections from anywhere. Alternatively, if you would like to allow access only to connections coming from your own IP address, you can add your public IP address to the list: context.xml files for Tomcat webapps
Save and close the files when you are finished. To put our changes into effect, restart the Tomcat service:
sudo systemctl restart tomcat
Access the Web Interface
Now that Tomcat is up and running, let’s access the web management interface in a web browser. You can do this by accessing the public IP address of the server, on port 8080:
Open in web browser:http://server_IP_address:8080
You will see something like the following image: 📷 As you can see, there are links to the admin webapps that we configured an admin user for. Let’s take a look at the Manager App, accessible via the link or http://server_IP_address:8080/managehtml : 📷 The Web Application Manager is used to manage your Java applications. You can Start, Stop, Reload, Deploy, and Undeploy here. You can also run some diagnostics on your apps (i.e. find memory leaks). Lastly, information about your server is available at the very bottom of this page. Now let’s take a look at the Host Manager, accessible via the link or http://server_IP_address:8080/host-managehtml/ : 📷 From the Virtual Host Manager page, you can add virtual hosts to serve your applications from.
Your installation of Tomcat is complete! Your are now free to deploy your own Java web applications!
Once in Raspi-config there are a few steps. You'll need to 1) expand the file system, 2) enable SSH, 3) auto boot to desktop and 4) change the internationalisation options. I left the account as pi for mine since this will only be a local device with no outside access. However, most places recommend you change the account/password from default for security reasons.
OPTIONAL: I found for the monitor I used, I had to enable overscan in order for the image to fill the screen.
STRONGLY ENCOURAGED: It's probably best to set a static IP address for the Pi. You have two options to do this. You can either set a dhcp reservation on the router or modify the /etc/network/interfaces file on the Pi itself. In ther interfaces file, you'll need to modify the line that says:
iface eth0 inet dhcp
to something like the below (with the data filled out). A good set of instructions are here:
You will need a program called unclutter to remove the mouse cursor during the display
sudo apt-get install unclutter
At this point, you will want to disable the screen saver. Head to /etc/xdg/lxsession/LXDE-pi/autostart and you'll want to comment out (add a #) to the line that says
and you'll want to add these lines to the bottom of the file
@xset s off @xset -dpms @xset s noblank @sed -i 's/"exited_cleanly": false/"exited_cleanly": true/' ~/.config/chromium-browseDefault/Preferences
OPTIONAL: I decided to have my Pi turn on/off the hdmi on a regular schedule (I don't need the dashboard during the night hours). Follow this guide to create the files. He has the path to where the files are to be saved at the top of each file. Modify the /etc/cron.d/raspi-monitor-scheduler to your preferences. I have mine turn on at 6am, off at 8:30am, on at 5pm, and off at 11pm during the weekdays.
Create a folder in your home pi directory for the html files for your dashboard.
sudo mkdir /home/pi/html/
Finally create a new desktop file to tell the Pi to automatically load Chromium upon boot:
IMPORTANT: I pointed Chromium to load a file that I called Dashboard.html. It's your call on what you want to name the file, but make sure you point it to the right one.
Step 2: Set up the HTML File to Display
This is entirely your choice to what you want to display (and how). I included a calendar, news widget, stock ticker, to do list, traffic, and weather. There are a lot of ways to do this, and I'd even encourage borrowing from the magic mirror project. But, I'll provide links for my approach.
I built it as a main page (Dashboard.html) with the page elements being pulled through via iframes. I found it easier to align and space things this way since I was combining so many different elements.
I only added a few elements in the html heading to add a background image (vs. white) and to have the webpage "auto-refresh". Since I am only interacting via ssh, it was easier than writing a script to hit f5 or leaving the page completely static.
My Folder structure looks like
Background.png - I used this as my background. I just searched for something that I liked that is 1920 x 1080.
News - I used Feed Grabbr for my news feed. Their service is free if you have 1 widget with <3 RSS feeds. My minor gripes is that they only refresh every 9h for the free service (which, frankly, is totally fair) and its only one format unless you pay (again, totally fair).
Map - I used Google Maps to show a local map with traffic. The most difficult process here is that you need to create an API key to pull the data. As long as you have 25k requests/day or less, the service is free.
Stocks - I used Trading View for coming up with a stock widget. I used a single tab with a few stocks that I follow (+ the VIX, S&P 500, and the 10yr Treasury). It seems to have a fairly comprehensive reach of data (from FRED, to bitcoin, to futures/forex). I personally ignored the chart since I won't be interacting with the board.
To Do - I used FeedWind to come up with a short RSS widget that pulls in my to do list from Remember the Milk. I decided on this one since it was free and fairly customizable.
Weather - I decided to use Forecast.io for a weather widget.
Calendar - I used this link for a google calendar embed. Personally, I took off everything but the time zone in the headings. I really don't like the "baby blue" and am looking at replacing this one next.
To wrap it up, my html code looks like the below. I fiddled with the sizing, but I'm sure someone can come up with a more elegant solution.
top section bottom section - -
FINAL Comments. This project probably took me 1h to set up the pi. And 4ish hours stumbling around to get the dashboard set up. My only real outlay was a monitor mount and a new monitor. Best of luck! EDIT Here is the link for the current version of the dashboard. I removed the traffic for the weekend, but this is the dashboard. I have some formatting I really want to do (headings et al), but this should be a decent start. I have also included the color scheme I used.
ShareRing aims to be the 'Amazon of the sharing economy' first announced partnership with BYD #1 in the world for plug-in electric car sales
http://www.afr.com/business/transport/automobile/chinas-byd-has-overtaken-tesla-in-the-battery-and-electric-car-business-20170517-gw6wa1 The link needs a subscription, but here is the full text: To become "the Amazon of the sharing economy" is the bold aim of a Melbourne start-up which has raised $3.8 million, with a $62 million initial coin offering to follow in May. ShareRing, which aims to provide know-your-customer, asset-tracking and payments services to "sharing economy" providers worldwide, is from the founders of Keaz, a telematics platform for car sharing companies launched in 2013, which co-founder Tim Bos claimed became cashflow positive 18 months ago and has monthly revenues above $200,000. The world's largest maker of electric vehicles, China's BYD Auto, will be a foundation customer of ShareRing, alongside three other multinationals – another car manufacturer, a makers of electronics and a maker of sensors – whom Mr Bos claimed he could not name due to non-disclosure agreements. Progressive manufacturers were orienting themselves more towards a multi-user, rent-not-buy market, Mr Bos said, with car makers for example looking more like "mobility companies". The bespoke blockchain which ShareRing is building into its platform would allow the owner of a car fleet to write unlimited "smart contracts" with its sharers, linked to insurance and policed by sensors, to which the smart contract would refer for the release of escrow payments as the transaction progressed. From a consumer's perspective, ShareRing aimed to be a directory of sharing services all over the world. "My vision is that you'll be able to rent a lawnmower in Melbourne one week on our platform, and a bike in Beijing the next, and you won't pay any forex fees, and both those providers will have instant verification of who you are," he said. "We want it to be like shopping on Amazon, where half the time it's not Amazon actually selling you the product but you're unaware of it." Much of the $3.8 million ShareRing has raised from "family and friends" will be spent on hiring community managers in locations including China and the US, while 30 per cent of the tokens raised in its initial coin offering (capped at an ambitious $62 million) will be spent incubating startups in the sharing economy. "These will be directed straight into the startups themselves, as well as initiatives like pitch fests, because we want to grow and harness a strong, global, grassroots community around the sharing economy," Mr Bos said. Small sharing providers are ShareRing's initial focus, and no discussions had been held about integrating with giants like AirTasker or Airbnb as yet. The fee per sharing transaction enabled through ShareRing would be about $1, Mr Bos said, with half of that amount going to the node holders of its blockchain, which is to be known as ShareLedger. There are also fees for activities like adding an asset or approving an account through one of ShareRing's outsourced know-your-customer providers, and these were generally around $0.10 per transaction, Mr Bos said.
ShareRing aims to be the 'Amazon of the sharing economy' first announced partnership with BYD #1 in the world for plug-in electric car sales
http://www.afr.com/business/transport/automobile/chinas-byd-has-overtaken-tesla-in-the-battery-and-electric-car-business-20170517-gw6wa1 The article needs a subscription, but here is the full text: To become "the Amazon of the sharing economy" is the bold aim of a Melbourne start-up which has raised $3.8 million, with a $62 million initial coin offering to follow in May. ShareRing, which aims to provide know-your-customer, asset-tracking and payments services to "sharing economy" providers worldwide, is from the founders of Keaz, a telematics platform for car sharing companies launched in 2013, which co-founder Tim Bos claimed became cashflow positive 18 months ago and has monthly revenues above $200,000. The world's largest maker of electric vehicles, China's BYD Auto, will be a foundation customer of ShareRing, alongside three other multinationals – another car manufacturer, a makers of electronics and a maker of sensors – whom Mr Bos claimed he could not name due to non-disclosure agreements. Progressive manufacturers were orienting themselves more towards a multi-user, rent-not-buy market, Mr Bos said, with car makers for example looking more like "mobility companies". The bespoke blockchain which ShareRing is building into its platform would allow the owner of a car fleet to write unlimited "smart contracts" with its sharers, linked to insurance and policed by sensors, to which the smart contract would refer for the release of escrow payments as the transaction progressed. From a consumer's perspective, ShareRing aimed to be a directory of sharing services all over the world. "My vision is that you'll be able to rent a lawnmower in Melbourne one week on our platform, and a bike in Beijing the next, and you won't pay any forex fees, and both those providers will have instant verification of who you are," he said. "We want it to be like shopping on Amazon, where half the time it's not Amazon actually selling you the product but you're unaware of it." Much of the $3.8 million ShareRing has raised from "family and friends" will be spent on hiring community managers in locations including China and the US, while 30 per cent of the tokens raised in its initial coin offering (capped at an ambitious $62 million) will be spent incubating startups in the sharing economy. "These will be directed straight into the startups themselves, as well as initiatives like pitch fests, because we want to grow and harness a strong, global, grassroots community around the sharing economy," Mr Bos said. Small sharing providers are ShareRing's initial focus, and no discussions had been held about integrating with giants like AirTasker or Airbnb as yet. The fee per sharing transaction enabled through ShareRing would be about $1, Mr Bos said, with half of that amount going to the node holders of its blockchain, which is to be known as ShareLedger. There are also fees for activities like adding an asset or approving an account through one of ShareRing's outsourced know-your-customer providers, and these were generally around $0.10 per transaction, Mr Bos said.
I have seen the question before here in forex Searching in this subreddit dont give answers So i leave it here for the ones that are looking for it After a few months working with Virtual box i decide today to install Wine and launch MT4 without starting Virtual box up every time Here is the page how to get mt4 work with linux its very easy and you dont have to be a computer nerd to do the trick. you will need a windows system file that you have to put in the Wine directory. c:/wine/Program Files (x86)/yourMT4client/ you can ask someone to copy MFC42.dll ( windows/system32/ for you ( you dont need an up and running meta trader 4 for a good copy of MFC42.dll) However i would suggest to copy it from someone you trust. if you search for it on internet you will surely find it. But it is a system32 dll file and therefore is even a linux machine with a compromised dll file in a wine environment a potential security problem without noticing it. If you dont have a windows cd or iso for producing a MFC42.dll file Here is a website that have some windows 7 iso's (sp1) ( different languages ) With windows7 and Virtualbox you can choose to have a MT4 in a Vbox environment or to produce the MTC42.dll file. Download windows 7 iso here These are very high speed downloads which should take anywhere from 30 minutes to about 50 minutes, if you have a high-speed broadband connection. Thеѕе аrе NOT illegal – Thеѕе аrе јυѕt thе download links fοr Windows 7 SP1 ISO whісh іѕ a retail wrap thаt offers a 30-day trial period. Yου need tο activate уουr Windows afterwards wіth a genuine license activation key tο continue using іt. Downloading thеѕе files frοm Digital River іѕ absolutely legal аnԁ completely free οf charge. Good luck
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