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- How to Download Dukascopy Tick Data with JForex Platform
Releasing a Decade of Forex Tick Data I Crawled and Converted
| || | submitted by jtimperio to DataHoarder [link] [comments]
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
Download Links: Warning: I have rented a seedbox for the next 3 months from seedbox.io but I have been having some issues. If you have any issues with the torrent please leave a comment. Also, PLEASE SEED when you are done. This is quite a large data set and I can only push so much data on my own.
Torrent File: https://drive.google.com/file/d/18ymZWeFLJK7FggK_iiWZ-TxgWIVdJVvv/view?usp=sharing
Companion Blog Post: https://www.driftinginrecursion.com/post/dukascopy_opensource_data/
|Totals ||Quantities |
|Total Files ||463 |
|Total Line Count ||8,495,770,706 |
|Total Data Points ||33,983,082,824 |
|Total Decompressed Size ||501 GB |
|Total Compressed Size ||61 GB |
About the Data:
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.
submitted by ClassicalAnt6 to TeamOceanSky [link] [comments]
Hey guys! I found a super cool list of everything a new forex trader would need to get started! Originally made by to nate1357
. Link to original thread http://redd.it/328cjr Free Resources Education: www.babypips.com/school www.informedtrades.com/f7 www.forex4noobs.com/forex-education www.en.tradimo.com/learn/forex-trading www.youtube.com/useTheTradeitsimple www.traderscalm.com www.orderflowtrading.com/LearnOrderFlow.aspx www.profitube.com Calendars: www.forexfactory.com/calendar.php www.dailyfx.com/calendar www.fxstreet.com/economic-calendar www.forexlive.com/EconomicCalendar www.myfxbook.com/forex-economic-calendar www.investing.com/economic-calendar Free News Websites: www.forexlive.com
- Daily live news, analysis and resources www.financemagnates.com
- FX industry news and updates www.fxstreet.com
- Daily news, analysis and resources www.forextell.com www.forexcup.com/news www.bloomberg.com/markets Forums: www.reddit.com/forex www.forums.babypips.com/ www.forexfactory.com/forum.php www.elitetrader.com/et/index.php www.forex-tsd.com/ www.fxgears.com/forum/index.php www.trade2win.com/boards Margin / pip / position size calculators www.myfxbook.com/forex-calculators
There are many factors to consider when choosing a brokerage. Regulations typically force US traders to only trade at US brokerages, while international traders have more choice. After considering location you need to consider how much capital you will start trading with as many have minimum deposit levels. Once you’ve narrowed that down you can compared spreads and execution. ECN brokers execute your orders straight through to their liquidity providers, while market maker brokers may pair up your trades with other clients. Market maker brokers typically will partially hedge your positions on the interbank market. Many consider this to be a conflict of interest and prefer to trade at an ECN broker who would have an active motive to see you succeed. Lastly, brokers run inherently risky business models so it is important to consider the risk of bankruptcy. www.forexpeacearmy.com
- Aggregates broker reviews. Be warned though that people only seem to make bad reviews. www.myfxbook.com/forex-broker-spreads
- Live comparison of executable spreads
United States & International-
- ECN. Used most by professional traders. Difficult platform for beginners
- Tight spreads
- Minimum deposit $10000 (or $3,000 if under 25yo) * Well diversified -Oanda
- Market maker. Second largest retail FX brokerage in the US. Easy platform for beginners.
- Fair spreads
- No minimum deposit
- Not well diversified, but well capitalized -Gain Capital (whitelabel forex.com) *Market Maker *Fair spreads *Minimum deposit $250 *Well diversified -FXCM Inc
- ECN. Largest retail FX brokerage in the US
- Tight spreads
- Minimum deposit $2000
- Not well diversified. CAUTION: FXCM nearly went bankrupt in Jan-2015 due to a lack of diversification and low capitalisation. As a result FXCM LLC was bailed out with a large loan which may prove difficult to pay back. Be warned that their business may not be sustainable in the long term. -MBTrading
- ECN. Mid-sized retail FX brokerage
- Fair spreads
- Minimum deposit $400
- Well diversified.
-LMAX (whitelabel DarwinEx)
*DMA broker based in the UK. Note that as a DMA broker LMAX eliminates the ability for LPs to last-look transactions. This may result in reduced liquidity during volatile times as liquidity providers would be likely not to risk posting liquidity to LMAX's pool. *Tight spreads *Minimum deposit $10,000 *Fairly well diversified
*ECN based in Switzerland, but available elsewhere depending on local regulations.
*Tight spreads *Minimum deposit $100 *Fairly well diversified
-IC Markets *ECN based in Australia *Fair spreads on standard account, tight spreads on professional accounts. *Minimum deposit $200 *Fairly well diversified
*ECN broker based in Australia. *Fair spreads on standard account, tight spreads on professional accounts. *Minimum deposit $200 *Not well diversified
Software / Apps:
- Apps are typically broker dependent. Some brokers have their own proprietary software, while others lease common software like Metatrader or NinjaTrader. Some software has a large development community for indicators and EAs.
- https://www.tradingview.com/ - Great for HTML5 browser based charting and alerts
- Common terms and acronyms
FAQ: I need to exchange money, how do I do it?
This isn’t what this sub is for. Your best bet is using your bank or an online exchange service. Be prepared to pay a hefty fee. I have money in one currency and need to exchange it into another sometime in the future, should I wait?
Don’t ask us this. We speculate intraday in FX and shouldn’t be relied on to tell you what’s best for you. Exchange the money when you need it. I have an FX account, should I start trading demo or live?
This is highly debatable. You should definitely demo trade until you have mastered how to use the trading platform on desktop and mobile. After that it’s up to you. Many think that the psychology of trading live vs demo trading is massively different. So it may pay to learn to trade live. Just be warned that most FX traders lose almost their entire first account so start with a low affordable balance. What’s money management?
Money management is a form of risk management and is arguably the most important aspect of your trading when it comes to long term survival. You should always enter trades with a stop loss - the distance of the stop allows you to calculate how large of a percent of your account balance will be lost if your trade stops out. You can run a monte carlo simulation to figure out the risk of having a number of trades go against you in a row to drain your account. The general rule is that you should only risk losing 1-4% of your account per trade entered.
More on this here: www.investopedia.com/articles/forex/06/fxmoneymgmt.asp www.swing-trade-stocks.com/money-management.html What about automated trading?
Retail FX traders have been known to program “Expert Advisors” (EAs) to automate trading. It’s generally advisable to stay away from that until you’re very experienced. Never buy an EA from a developer because the vast majority of them are scams. What indicators are best?
That’s up to you to test and find out. Many in this forum dislike oscillating indicators since they fail to capture the essence of what moves price. With experience you will discover what works best for you. In my experience indicators that are most popular with professional traders are those that provide trading “levels” such as pivot points, fibonacci, moving averages, trendlines, etc. What timeframe should I trade?
Price action can vary in different timeframes. In longer term timeframes the price action and fundamentals are much more clear. Unfortunately it would take a very long time to figure out whether or not what you’re doing is successful on longer timeframes. In shorter timeframes you can often tell very quickly if what you’re doing is profitable. Unfortunately there’s a lot more “noise” on these levels which can prove deceptive for those trying to learn. Therefore the best bet is to use a multi-timeframe analysis, working from top-down to come up with trades. Should I trade using fundamental analysis (FA) of technical analysis (TA)?
This is a long standing argument in these forums and elsewhere. I’ll settle it here - you should have an understanding of both. Yes there are traders who blindly ignore one of the other but a truly well rounded trader should understand and implement both into the analysis. The market is driven in the longer term through FA. But TA is necessary to give traders a place to enter and exit trades from a psychological risk/reward standpoint. I’ve heard trading Binary Options is an easy way to make money?
The general advice is to stay away from binaries. The structure of binary options is so that when you lose the broker wins. This incentive has created a very scammy industry where there are few legitimate binary options brokers. In addition in order to be profitable in binaries you have to win 55-65% of the time. That’s a much higher premium over spot FX. Am I actually exchanging currencies?
Yes and no. Your broker handles spot FX is currency pairs. Although they make an exchange at the settlement date they treat your position in your account as a virtual currency pair. Think of it like a contract where you can only buy or sell it as a pair. In this sense you are always long one currency while short another. You are merely speculating that one currency will appreciate or depreciate vs another. Why didn't my order fill?
Even if price appears to cross over a line on your chart it does not guarantee a fill. Different charting platforms chart different prices - some chart the bid price, some the ask price and some the midpoint price. To fill a limit order price needs to cross your limit's price plus the spread at the time that it is crossing. If it does not equal or exceed the spread then it will not fill. Be wary that in general spreads are not fixed. So what may fill at one time may not at another.
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Dukascopy Webinars - YouTube
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