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.
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.
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
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UNIFICATION | $FUND | The Game Changer | The next big ONE.
https://unification.com/ Header: You can visit and check my profile how much those early birds that read my post gained in my previous calls. There are others who called it first but I re-posted it for project awareness because they are still in low mcap before. $xgm x5 $kai x4 $ring x2 $2key x3 Marketcap: 4.3 million NO ICO NO PRIVATE SALES IEO price: $0.06 https://support.probit.com/hc/en-us/articles/360031772931-Unification-UND-will-launch-IEO-with-ProBit-Exchange Current price: $0.045 A little bit history; Unification or $FUND started as $UND wherein they burned the 88% of their total supply (1billion) and undergo mainnet this past May 14th, swapped $UND to $FUND at 1:1 ratio and considered $UND as a testnet after swapping and, $FUND as their mainnet. https://medium.com/unificationfoundation/the-unification-new-genesis-event-88-of-und-supply-destroyed-37fa56484396?source=collection_home---4------7----------------------- Introduction: Unification is a hybrid public/private blockchain that connects interoperating private WRKchains to a public Mainchain. Any independent entity can deploy useful scaled solution, via WRKchains and exchange data in closed environments. WRKchains can support any DApp/smart contract and may have their own native coin (or not), all while maintaining speed and scalability. Technology: Beacon - Beacons are the best choice for singularly maintained centralized databases that require an element of trust added WrkChains - WRKChains are a Distributed Ledger Technology designed specifically for real-world enterprise and consumer adoption TokenForge - TokenForge is Unification’s WRKChain infrastructure that allows for a consortium marketplace based on tokenization My opinion: For me, this token is such a vast industry. Unification created a solution for enterprises wherein if blockchain will be used in enterprise data operations, it will clogged the network because of heavy loads. And here they are, crafted the WkrChains, it is the fucking perfect solution that world needs. If I compare Neyma to Sergey, they are almost the same, who built the perfect blockchain/token to maximize the usability and scalability of blockchain. Also, Neyma the CEO of $FUND has connections to GOOGLE and RIPPLE. Imagine, private companies, enterprises and Governments will start using WrkChains. As time passess by, $FUND will eventually grow higher and higher and higher. They already have a working WrkChain named as "FinChains", it is a decentralized price oracle developed by Yellow, it is estimated to consume more than 500k to 1million $FUND a year. Imagine, when the adoption phase begin, there are a lot of $FUNDS will be used in utility. I don't care what you say, but for me this project is belong to top 50cmc, for short 100m mc, x37 from here. Worst case is top 100cmc at 50m mc, x18 from here. Don't missed out on this one. I highly suggest it to add it on your portfolio. If you missed out on LINK, NEO, UBT ico days. Here's your chance. Tokenomics; Explorer: https://explorer.unification.io/ Circulating supply : 93,851,203 Total supply : 120,000,000 Staking: YES There are 49 million tokens currently at perma stake by the company to secure the network at 51% attack. This will be locked forever for the security of the network. This is equivalent to 1/3 of total supply. Also, 10m $FUND will be minted each year that will bring the total supply at maximum of 210 million by the year 2029. But it will be locked and will only be used to sell for enterprises for utility usage and to pay for network tax (block rewards) it means, the more WrkChains will be deployed, there will be "DEFLATION" because it will be used by enterprises etc. If those 10million minted $FUND each year is not sufficient for enterprises, they have to MARKET BUY the $FUND tokens. Good tokenomics tho. Main Goal: To deploy 100 Wrkchains this 2020 Partners: Travala.com INLAGS (Latin American Institute of Health) https://www.inlags.com/ BidiPass (https://bidipass.org/) Alpha Chain (https://alphachain.com/) Yellow (https://www.yellow.com/) Beach Head (https://www.beachhead.com/) Binance Info (https://info.binance.com/) Deployment Partners: Amazon Web Services Google Cloud Platform Microsoft Azure Exchanges: Probit (suggested exchange, NO KYC) BitForex (suggested exchange, but low liquidity) Binance Dex (Not a mainnet, needed to swap) Digifinex Bidesk (Not a mainnet, needed to swap) Useful links: 1st enterprise to adopt WrkChains https://explorer.unification.io/transactions/8F0B166542C8E95ABCFFE35D8587E665149F65457AF5A41742010CE18143DCA4 An enterprise purchase of $FUND yesterday worth $21,000 for utility usage. https://explorer.unification.io/transactions/F7A79321387AF875570E6F97BC7E909D092C9870B19E94AFCBD84ED5D7EDC268 Big Boss Capital as a Unification Validator https://endofthechain.com/big-boss-capital-is-live/amp/?__twitter_impression=true Generation Crypto AMA Recap http://gcrypto.media/unification-ama-recap/ WrkChains detailed explanation https://www.youtube.com/watch?v=4hJmV5vdG2o&feature=emb_title The Gem Hunters rated $FUND as Emerald Grade 3 https://www.thegemhunters.net/reviews A superb review of $FUND by Blockfyre, Rated $FUND a score of B7. https://blockfyre.com/unification-fund/ tehMoonwalkeR added $FUND to his list. https://twitter.com/tehMoonwalkestatus/1265281813603250179?s=19 An interesting thread by other user https://www.reddit.com/CryptoMoonShots/comments/gn0j9v/the_birth_of_fund_moonshots_part_2/?utm_medium=android_app&utm_source=share Telegram https://t.me/unificationfoundation Telegram Ann: https://t.me/UnificationOfficial Medium: https://medium.com/unificationfoundation Twitter https://twitter.com/UnificationUND?s=09 Coingecko https://www.coingecko.com/en/coins/unification Conclusion: You can apply the law of supply and demand in this token. Wherein scarcity will happen and will boost the token's price a lot and also consider the 49m permanent stake which is 1/3 of the total supply. Which means only 71 million are in the circulation. If this will be listed to another 5 more exchanges, the demand will increase which will give a massive boost to the price. Plus, add those incoming WrkChains deployment which will use about an estimation of 500k to 1million $FUND per year for utility usage. Their main goal this 2020 is to deploy 100 WrkChains. Imagine the scarcity. It will be above the rest. They worked hard 2 years for this perfect solution. Silently working and here they are, going to make a name in the industry. Try looking out for the flaws of this project. If you have any, kindly comment it here. Post Scriptum: Enjoy bagging this GEM as early as you can before it explode in corporations, enterprises and Governments and exchanges. This is my Ace card in whole crypto. FUD and bash is accepted. If you're saying 4m mcap is too high. No it's not. It's still in it's infancy phase. Also screencap this, next year it will be a happy memory that you read this post and you will thank me in the future.
Blockchain technology is multifaceted and allows you to implement the most daring and unexpected projects, which are significantly superior in all respects to the very first cryptocurrency – Bitcoin. One such project was Ripple, which was originally created as a faster, safer and cheaper alternative to interbank transfers. Thanks to the efforts of developers and moving away from the traditional structure of the distributed network, Ripple eventually became one of the few projects that combine the functionality of a payment system and a universal platform that allows participants to exchange liquidity for various assets, including but not limited to Fiat currencies. Ripple cryptocurrency is often compared to Bitcoin, but not because they are similar. On the contrary, we are talking about such large-scale differences that part of the crypto community doubts whether Ripple is a cryptocurrency? Judge: To ensure high performance and increase throughput, developers had to abandon the traditional distributed network system, where each participant has equal rights with the rest. In the ripple network, node computers have more privileges – they are in constant relationship, searching for consensus and forming a ledger-a distributed database that is similar to the Bitcoin blockchain, but still is not a chain of blocks in the "classical" sense. The very idea of blockchain implies the creation of an unbroken and unchanging structure. It is impossible to cancel an already committed transaction that has passed through the block mining procedure. This statement is true for the Bitcoin network, but not for Ripple, which officially has a procedure for cancellation of payment, and therefore-and a single control center, which can affect the functioning of the entire system. The fact of violation of one of the fundamental provisions on the structure of decentralized anonymous networks, which directly points to the equality of powers and rights of each of the participants, is the main reason for the heated debate about the true nature of Ripple. Based on the analysis of official information from developers, it is really hard to decide whether Ripple is an ordinary payment system that successfully "masquerades" as a cryptocurrency or it is an innovative solution, one of the few that is able to link the world of the real economy and cryptocurrency . If we continue the line of comparison with Ripple and Bitcoin, one of the most fundamental differences between them will be the complete absence of mining. Immediately after the launch of Ripla, 100 billion tokens of the internal cryptocurrency XRP were "PreMain". To date, only 55% of the total number of coins issued is in circulation, but since January 2018, developers have been putting 1 billion XRP into circulation through exchanges every month. The concentration, in fact, in one hand more than half of the entire money supply inevitably generates talk about the high risk of investing in this cryptocurrency. In addition, there is one unpleasant moment in the history of Ripple related to the attempt to sell a large number of XRP coins by one of the former members of the development team, which does not add to investors ' confidence in the overall reliability. But the most important difference between Ripple is a fundamentally different purpose of cryptocurrency. Bitcoin was conceived as an anonymous payment system, but has turned into an investment tool for those who love risk, and the entire Bitcoin network is actually only engaged in servicing transfers between participants. The creators of Ripple do not try to use competition among token holders to increase the overall capitalization of the system. One of the confirmations of this point of view is the constant rise in price of the Bitcoin mining process, which serves as one of the factors pushing its rate up. But Ripple Labs chose a different strategy: they are trying (and not without success) to attract major players in the financial market, offering them to become members of the network and supply liquidity (live Fiat money). The role of the internal cryptocurrency is reduced to the function of a universal transmitting and connecting link between counterparties that can not carry out direct conversion operations between the used instruments from the world of the real economy. In fact, Ripple is a combination of traditional and decentralized payment systems: the search for consensus and the implementation of transfers are entrusted to nodes that are large financial institutions with their own funds in Fiat currencies. And if other projects of the crypto world issue slogans about the imminent and imminent demise of the traditional banking sector under the influence of blockchain technology, Ripple, on the contrary, expands the horizon of possibilities of banks and financial institutions, offering them a more profitable and universal algorithm for domestic and international payments. But, despite the fact that Ripple has existed for quite a long time, while it is a competition to the same SWIFT only formally: daily turnover is not comparable either in volume or in the number of operations. And although Ripple is consistently moving towards attracting more large participants (American Express and Money Gram have already become partners), it is still very far from the level of a global and universally recognized payment system. For a private person, Ripple is not only a convenient payment system with guaranteed liquidity and instant transfers (but not anonymous-this is the requirement of member banks and legislation). Due to the presence on the largest crypto exchanges, private investors can successfully earn on fluctuations in the exchange rate of XRP to the dollar and other cryptocurrencies. The second way is to trade through a Forex broker company, you should choose a dealing center that offers a CFD (contract for difference) with Ripple-there are not very many of them yet. More https://brave.com/fra293
BITCORN is a cryptocurrency that is forked from PIVX, which is a fork of DASH. The premise of BITCORN is simple: have FUN with it! The ecosystem being Masternode + Point-of-Stake + a new form of earning that we like to call Point-of-Idling; meaning any tier subscriber of our Partnered Twitch channel, "CryptoTradersTV," earn BITCORN by the minute, as long as they are idling in chat! Here, we educate the general public on Technical Analysis of Financial charts, no matter what the market is: Crypto, Traditionals, FOREX, etc as well as educate our audience about GENERAL investing such as how real estate markets work/operate - a FREE, 24/7 LIVE running 'Investopedia' with broadcasters there to help answer any questions you may have, live on air. No FUD, No SHILL. Having FUN with BITCORN in the form of:
being able to TIP your friends or people you appreciate, directly within our community "CryptoTradersTV" on Twitch!
getting educated on what crypto is about, how it functions, and how easy it is to setup/use/transact with.
being able to EARN REAL $CORN INSIDE our various upcoming game titles we currently have in prototype development.
being able to SPEND $CORN in said games for Skins, Quality of Life upgrades, and much more!
getting access to USEFUL TRADING TOOLS custom developed in-house by BITCORN DEVELOPMENT FARM.
There are currently >170 Masternode of which only 20 masternodes are owned by the official BITCORN Project. The rest of the >150 are community owned. Our twitch channel, CTTV, currently has >1,150 subscribers with >135 being Tier 3 ($25/mo), mainly out of gratitude of what CTTV is doing. There are also ~2000 wallets registered to TwitchID's within our BITCORNhub bot's database; Users are FARMING their BITCORN per MINUTE at this very moment! BITCORN Development Farm is currently staffed with 25 individuals (and counting), all working towards the same passion of seeing BITCORN succeed all at their OWN expense - volunteering their time to help develop and create. These volunteers consist of 15 Developers, all experts in their respective languages (C#, js, Ruby, Node, Python, etc) as well as our CTO being ex-microsoft EngineeAI Dev. We also have an in-house lawyer that was recently brought on board to help us push our objectives to a higher level and also make sure we stay compliant with all regulatory standards. Some of our talents include artists from well respected AAA game studios, audio engineers, graphic designers, 3D modelers, Industrial designers, as well as many other ACES up our sleeves. We have the skills and talent to develop anything we desire and that's exactly what we're doing - to bring use case to our own beloved BITCORN; developing our own ideas to make BITCORN a great utilty token that it is and will evolve into. Think of BITCORN like DOGE, but with a large development team behind it and an even larger community backing it (the dev team; not larger than Doge!), eager to see CORN grow. Currently NOT listed in any exchange but looking to in Q3. We wanted to ENSURE what we promised in the CORNPAPER v1 was created and stable BEFORE listing or even announcing to the BCT community. I personally think it's bullshit of the cryptoverse to be seen as an Over-promise/Under-deliver place and the staff here at BITCORN is looking to change that perspective, in our own tiny way. -timkim 6/24/2019 -Official Website https://BITCORNproject.com -Github (Wallets and Install Guides found here) https://github.com/BITCORNproject -BITCORN Discord https://discord.gg/KnKDTqP -LinkedIn https://www.linkedin.com/company/BITCORN -Twitch/CryptoTradersTV https://twitch.tv/CryptoTradersTV -BITCORN Faucet (earn free $BITCORN every 24 hours!) https://BITCORNfaucet.com -BITCORN Help Desk https://BITCORN.zendesk.com -BITCORN Explorer https://explorer.BITCORNproject.com
Our most recent AMA with Terence Tan the Head of Business Development and Helen Astaniou Chief Marketing officer discussing TIO Markets: the next-generation of FX trading.
TIO Markets: the next-generation of FX trading. Q : If TIOMarkets is the first company to offer FX trading using crypto, why don't we switch the domain to dot com (.com) instead of dot uk (.uk) ?A >> We are switching to dot com (.com). The website is still in progress. What you see now is not the website that we are going to be launching with. So, don't worry about that. Q : What is the symbiosis between the tradeio and TIOMarkets?A >> The biggest thing that I want to mention is the Liquidity Pool. Although there's different companies, and there's different entities, the registrations are completely different. Even the platforms are different between TIOMarkets and tradeio. However, what happens is as TIOMarkets gets bigger and stronger, and there's more volume, there are more clients. People are trading and the company is making money, the profit from that is going to go back into Liquidity Pool. Anybody on trade.io Liquidity Pool is going to start benefit in a big way when they start seeing that daily income get bigger and bigger. So, I would say that it’s probably the biggest symbiosis there. Q : Tell a little bit about TIOMarkets and how we are planning to make it really big.A >> For TIOMarkets, we have been preparing for the launch for a long time and we really want to make this something very different. We have come up with innovative packages and innovative methods that appeal to traders. Without letting too much of the cat out of the bag, I just want to say that we have actually come up with certain subscription packages that really allow traders to experience some very innovative features and benefits. Not only that, whatever that we are pushing out to our trading community, allows you to be able to trade with really low commissions. Commissions can be as low as 0 per standard lot. And spreads will be very low as well. And not only that, we are pushing out some really very innovative features. We have actually talked to some traders about the features and they loved it. For example, one of the features is that it actually allows you to be able to (what I call), " add an undo" button for your trade. So, just imagine this scenario, imagine that you are actually trading and within the first 60 minutes of you executing your trade, if the market actually goes against you, if you actually took up insurance for the trade (for just a very small insurance premium), you will actually have the ability to undo your trade. And whatever floating losses you had will be reimbursed back to you. Not only that, we believe that traders should be given a chance. Even if they make mistakes. So, just imagine this, within the first month of you trading with us (TIOMarkets), you somehow experience a margin call, or you lose what you put in, what we will do is that we will actually reimburse 50% of your first time deposit back for you to trade again. Why we do this is because we want to make it a point for our traders to have a second chance. We believe that everybody deserves a second chance to be able to learn as they go along. These are just some of the innovative benefits that we have come up with. Q : How is the 10K users target going to be attained, apart from the 3 months free?A >> We are going to start on 2nd of April. We have 6 big pre-registration campaigns and each of those campaigns have a slightly different message, tone and they are going to be targeted to slightly different people target groups. So the idea is, whatever attracts you the most is the thing that helps you to click. So we've got a wide range of messaging, channels and platforms that we're using to get the message out and we are really going to go as big as we can to try and get the numbers in. We really believe that the numbers will be big for a lot of reasons. And just to add to the previous question about what makes us different, some of here at the trade.io office have FX background. Like myself, we have been involved in FX before. We know the industry, we know what talks and what doesn't talk, we know what works and what doesn't work. We have seen that there is a lot of fatigue in the FX industry. The people are sick and tired of attempting to trade, and for various reasons (maybe that trade is not getting through, etc). Any reasons that makes it frustrating for the trader, when they just want to trade FX. And we are coming in here from this angle. We know the industry, we know what's possible and what not possible from a brokerage perspective. We are going to try to completely overcome any of those issues. Our solution to that problem is essentially the subscription package. Here's the theory, that you are trading and where your usual FX brokerage is taking out their commission (maybe they are paying commissions for IB, maybe they are widening the spread, maybe they are taking money from here to try and meet their other target they've got). We are saying that none of that. We are not taking anything out. Our subscription package is very transparent. It is once per month at a fixed cost, you know what exactly that cost is and it is at very good price. And thereafter, your trading is essentially free. This will be really cheap and there will be big savings to be made. This isn't anywhere else in the FX industry at the moment. It will be completely unique to us and it will be something that is extremely attractive to season traders. And for the millennials or the aspiring traders (who don't know how to trade yet), it will be appealing as well because we are saying we know what the issues are, we know what the problems are in FX. If you trade with us, thing are clear, things are clean. We'll support and educate you and you will have a much better overall experience. That’s our positioning. Aside from that, we've got the FCA Regulation, which is absolutely huge. I'm just personally speaking having worked for a couple of FX companies in the past that didn't have the FCA Regulation, it was always something that clients keeps asking for. So that is one that is really significant for us. **Terence adding in to Helen's explanation >> Coming from the viewpoint of a lot of us have in the FX industry, one way or another, we really want to come from the angle where we want to be able to create a perfect trading environment for traders. At this point of time we are putting the focal point on our traders creating an environment which is great from them in terms of trading and not like other brokers out there where the emphasis is mainly on profit. Whatever we do such as the subscription packages and the other innovative features that we have are all from the view of a trader. Q : What makes us stand out from the competitors? A >> Its going to be our subscription package that isn't available anywhere else. Secondly would be the TIO reimburse (that's what Terence talked about before).Next would be the TIO Shield. That is our fancy name for the really cool feature whereby if you trade on a specific currency pair and if it all goes wrong, you will get your money back (essentially minus a small premium). These are the 3 big points that differentiates us aside from the other stuffs I've said about our tone and angle. Q : Should we expect TIOMarkets to be fully operational on the 9th of April? A >> We are opening the doors for pre-registration on the 2nd of April. We've got a little surprise campaign coming out a little earlier than that. That's all I'll say about that for now but then there are 10,000. We don't know exactly when that will be. We believe that it will be sooner rather than later. Even so, one week wouldn't be long enough, so give us a couple of weeks and then we will fully open the doors and let you know when that will be. Q : The profit for trade.io will just come from the subscription and not from the spreads? A >> It comes from both, actually. The profit from the company comes firstly from the subscription packages. And then secondly, we are going to be offering what I am calling an "ala carte" option which is maybe you don’t want to pay monthly, that's fine. You can just trade on-the-go as you go. And the spreads will be a little wider but we're going to be fully transparent and honest about that. So, it's your choice which you prefer to trade. ** Additional point from Helen >> It is going to be green (beginner) user friendly and we're creating some pretty cool educational packages. Pretty much everything we're doing, we are saying right. What is different to what we've done before, what is different to how the others are doing it. How can we make it more interesting, less jargony and more fun. Thus it will be definitely friendlier to new users. Q : Who is our liquidity provider? A >> that is way out of the marketing remit perhaps. We (Helen and Terence) are unable to answer that. Q : What is our plan to get partners onboard? A >> We actually have a very big plan in terms of having joint venture partners and affiliate onboarding because we believe affiliates are going to play a very big part of our whole entire strategy. So we actually have plans that will be launched in Phases. We'll be paying our joint venture partner and affiliates CPA commissions. Those of you who are in the industry will be familiar with that its Cost Per Acquisitions(CPA). So depending of the numbers of traders or clients that you refer to us and which country they are from you will be paid one time CPA commission. This is kind of controversial in the sense of we don't pay out IB commission because what is mentioned earlier, we basically want to create a great trading environment for traders and probably those of you who know that when IB commissions were paid it has to come from somewhere and very often is comes from the traders. So in our case we are just paying one time CPA commission. Later on down the road, we will launch other hybrid commission program as well. In terms of the CPA commission we'll also allow our partners to be able to have sub-affiliates as well down to about 2 tiers. In other words, not only you will be able to refer traders but you will actually be able to refer sub-affiliate as well. Not only that, previously like Helen mentioned we actually have a lot of different funnel which we coming out with and those funnel will be made available to our affiliate as well so we'll be testing those funnels and we'll let you know whichever funnel that works, we'll provide you with the emails plus we provides you with the banners and landing pages. So all you have to do as an affiliates is to mail to our databases or however you're going to drive the traffic to your landing pages and after that the company will take over to help you convert those leads into actual clients for you. It is really exciting in term of the partners. We are giving all the resources they need, we are making the resources as attractive as possible, to make it easiest as possible for them to make lots of money. That will help us a lot. And just as at the partnership side, we've got an exciting addition to the team over here. We've got a new Head of partnership that started with us today in fact and she is a bit of a of a big deal in FX. She has got some of the incredible contacts and networks so that we can really hit the ground when it comes to the partnership. Q : When is our website is going to live?A >> Firstly, we are going to have what we called landing pages go live on the 2nd. They are individual pages not connected to a bigger website specifically and their purpose is specifically to lead generate. So there we will be going live. For the actual website is as you all know is a big project and a work in progress so that’s going to come a bit later. Q : How are we going to differentiate ourselves? A >> I've seen it three or four times now on the chat they are very worried about how we are going to differentiate ourselves. We will! You can trust that we'll because as I said we've been there and we've done that. We've been in FX before. Many of us we don’t want to be like the other brokers. We going to be different not only our offerings and our products but in the way that we express those things. From the tone to the visuals to the actual offerings. It's going to be a breath of fresh air in all aspects apart from the actual platform we're using which is a very well-known very popular platform and of course the instruments are going to be popular instruments that will also be offered by the brokers we can't differentiate there, we don't want to. So, you'll see. Q : Will hedging be available and what is the maximum leverage available ?A >> Yes and the maximum leverage 1:500 Q : Is there any plans to collaborate with another full bright firm like another Forex firm or other to boost our trade volume? A >> No plans to partner with another FX at this stage to boost our trading volume.
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