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.
Factset: How You can Invest in Hedge Funds’ Biggest Investment Tl;dr FactSet is the most undervalued widespread SaaS/IT solution stock that exists If any of you have relevant experience or are friends with people in Investment Banking/other high finance, you know that Factset is the lifeblood of their financial analysis toolkit if and when it’s not Bloomberg, which isn’t even publicly traded. Factset has been around since 1978 and it’s considered a staple like Bloomberg in many wealth management firms, and it offers some of the easiest to access and understandable financial data so many newer firms focused less on trading are switching to Factset because it has a lot of the same data Bloomberg offers for half the cost. When it comes to modern financial data, Factset outcompetes Reuters and arguably Bloomberg as well due to their API services which makes Factset much more preferable for quantitative divisions of banks/hedge funds as API integration with Python/R is the most important factor for vast data lakes of financial data, this suggests Factset will be much more prepared for programming making its way into traditional finance fields. According to Factset, their mission for data delivery is to: “Integrate the data you need with your applications, web portals, and statistical packages. Whether you need market, company, or alternative data, FactSet flexible data delivery services give you normalized data through APIs and a direct delivery of local copies of standard data feeds. Our unique symbology links and aggregates a variety of content sources to ensure consistency, transparency, and data integrity across your business. Build financial models and power customized applications with FactSet APIs in our developer portal”. Their technical focus for their data delivery system alone should make it stand out compared to Bloomberg, whose UI is far more outdated and complex on top of not being as technically developed as Factset’s. Factset is the key provider of buy-side portfolio analysis for IBs, Hedge funds, and Private Equity firms, and it’s making its way into non-quantitative hedge funds as well because quantitative portfolio management makes automation of risk management and the application of portfolio theory so much easier, and to top it off, Factset’s scenario analysis and simulation is unique in its class. Factset also is able to automate trades based on individual manager risk tolerance and ML optimization for Forex trading as well. Not only does Factset provide solutions for financial companies, they are branching out to all corporations now and providing quantitative analytics for them in the areas of “corporate development, M&A, strategy, treasury, financial planning and analysis, and investor relations workflows”. Factset will eventually in my opinion reach out to Insurance Risk Management a lot more in the future as that’s a huge industry which has yet to see much automation of risk management yet, and with the field wide open, Factset will be the first to take advantage without a shadow of a doubt. So let’s dig into the company’s financials now: Their latest 8k filing reported the following: Revenue increased 2.6%, or $9.6 million, to $374.1 million compared with $364.5 million for the same period in fiscal 2019. The increase is primarily due to higher sales of analytics, content and technology solutions (CTS) and wealth management solutions. Annual Subscription Value (ASV) plus professional services was $1.52 billion at May 31, 2020, compared with $1.45 billion at May 31, 2019. The organic growth rate, which excludes the effects of acquisitions, dispositions, and foreign currency movements, was 5.0%. The primary contributors to this growth rate were higher sales in FactSet's wealth and research workflow solutions and a price increase in the Company's international region Adjusted operating margin improved to 35.5% compared with 34.0% in the prior year period primarily as a result of reduced employee-related operating expenses due to the coronavirus pandemic. Diluted earnings per share (EPS) increased 11.0% to $2.63 compared with $2.37 for the same period in fiscal 2019. Adjusted diluted EPS rose 9.2% to $2.86 compared with $2.62 in the prior year period primarily driven by an improvement in operating results. The Company’s effective tax rate for the third quarter decreased to 15.0% compared with 18.6% a year ago, primarily due to an income tax expense in the prior year related to finalizing the Company's tax returns with no similar event for the three months ended May 31, 2020. FactSet increased its quarterly dividend by $0.05 per share or 7% to $0.77 marking the fifteenth consecutive year the Company has increased dividends, highlighting its continued commitment to returning value to shareholders. As you can see, there’s not much of a negative sign in sight here. It makes sense considering how FactSet’s FCF has never slowed down: https://preview.redd.it/frmtdk8e9hk51.png?width=276&format=png&auto=webp&s=1c0ff12539e0b2f9dbfda13d0565c5ce2b6f8f1a https://preview.redd.it/6axdb6lh9hk51.png?width=593&format=png&auto=webp&s=9af1673272a5a2d8df28f60f4707e948a00e5ff1 FactSet’s annual subscriptions and professional services have made its way to foreign and developing markets, and many of them are opting for FactSet’s cheaper services to reduce costs and still get copious amounts of data and models to work with. Here’s what FactSet had to say regarding its competitive position within the market of providing financial data in its last 10k: “Despite competing products and services, we enjoy high barriers to entry and believe it would be difficult for another vendor to quickly replicate the extensive databases we currently offer. Through our in-depth analytics and client service, we believe we can offer clients a more comprehensive solution with one of the broadest sets of functionalities, through a desktop or mobile user interface or through a standardized or bespoke data feed.” And FactSet is confident that their ML services cannot be replaced by anybody else in the industry either: “In addition, our applications, including our client support and service offerings, are entrenched in the workflow of many financial professionals given the downloading functions and portfolio analysis/screening capabilities offered. We are entrusted with significant amounts of our clients' own proprietary data, including portfolio holdings. As a result, our products have become central to our clients’ investment analysis and decision-making.” (https://last10k.com/sec-filings/fds#link_fullReport), if you read the full report and compare it to the most recent 8K, you’ll find that the real expenses this quarter were far lower than expected by the last 10k as there was a lower than expected tax rate and a 3% increase in expected operating margin from the expected figure as well. The company also reports a 90% customer retention rate over 15 years, so you know that they’re not lying when they say the clients need them for all sorts of financial data whether it’s for M&A or wealth management and Equity analysis: https://www.investopedia.com/terms/f/factset.asp https://preview.redd.it/yo71y6qj9hk51.png?width=355&format=png&auto=webp&s=a9414bdaa03c06114ca052304a26fae2773c3e45 FactSet also has remarkably good cash conversion considering it’s a subscription based company, a company structure which usually takes on too much leverage. Speaking of leverage, FDS had taken on a lot of leverage in 2015: https://preview.redd.it/oxaa1wel9hk51.png?width=443&format=png&auto=webp&s=13d60d2518980360c403364f7150392ab83d07d7 So what’s that about? Why were FactSet’s long term debts at 0 and all of a sudden why’d the spike up? Well usually for a company that’s non-cyclical and has a well-established product (like FactSet) leverage can actually be good at amplifying returns, so FDS used this to their advantage and this was able to help the share’s price during 2015. Also, as you can see debt/ebitda is beginning a rapid decline anyway. This only adds to my theory that FactSet is trying to expand into new playing fields. FactSet obviously didn’t need the leverage to cover their normal costs, because they have always had consistently growing margins and revenue so the debt financing was only for the sake of financing growth. And this debt can be considered covered and paid off, considering the net income growth of 32% between 2018 and 2019 alone and the EPS growth of 33% https://preview.redd.it/e4trju3p9hk51.png?width=387&format=png&auto=webp&s=6f6bee15f836c47e73121054ec60459f147d353e EBITDA has virtually been exponential for FactSet for a while because of the bang-for-buck for their well-known product, but now as FactSet ventures into algorithmic trading and corporate development the scope for growth is broadly expanded. https://preview.redd.it/yl7f58tr9hk51.png?width=489&format=png&auto=webp&s=68906b9ecbcf6d886393c4ff40f81bdecab9e9fd P/E has declined in the past 2 years, making it a great time to buy. https://preview.redd.it/4mqw3t4t9hk51.png?width=445&format=png&auto=webp&s=e8d719f4913883b044c4150f11b8732e14797b6d Increasing ROE despite lowering of leverage post 2016 https://preview.redd.it/lt34avzu9hk51.png?width=441&format=png&auto=webp&s=f3742ed87cd1c2ccb7a3d3ee71ae8c7007313b2b Mountains of cash have been piling up in the coffers increasing chances of increased dividends for shareholders (imo dividend is too low right now, but increasing it will tempt more investors into it), and on top of that in the last 10k a large buyback expansion program was implemented for $210m worth of shares, which shows how confident they are in the company itself. https://preview.redd.it/fliirmpx9hk51.png?width=370&format=png&auto=webp&s=1216eddeadb4f84c8f4f48692a2f962ba2f1e848 SGA expense/Gross profit has been declining despite expansion of offices I’m a bit concerned about the skin in the game leadership has in this company, since very few executives/board members have significant holdings in the company, but the CEO himself is a FactSet veteran, and knows his way around the company. On top of that, Bloomberg remains king for trading and the fixed income security market, and Reuters beats out FactSet here as well. If FactSet really wants to increase cash flow sources, the expansion into insurance and corp dev has to be successful. Summary: FactSet has a lot of growth still left in its industry which is already fast-growing in and of itself, and it only has more potential at its current valuation. Earnings September 24th should be a massive beat due to investment banking demand and growth plus Hedge fund requirements for data and portfolio management hasn’t gone anywhere and has likely increased due to more market opportunities to buy-in. Calls have shitty greeks, but if you're ballsy October 450s LOL, I'm holding shares I’d say it’s a great long term investment, and it should at least be on your watchlist.
When you are a new to trading Forex and are looking for an automated Forex system which is free, then Tallyprime might just be what you are looking for. This system is not only free but also very effective. TallyPrime is one of the newest automated Forex systems out there and has been helping many traders get a high income in the currency markets. You will be glad to know that this system is free of charge. The system was first designed by three experts in the Forex trading business and were made with a lot of time and effort. They spent a long time studying the market and doing research on it. Their goal was to create an automated Forex system which is very accurate and profitable. After years of research, testing, they finally came up with a system which is able to make you a high income in the Forex markets. You should not have to be an expert in trading to make money with this system. It does not take the experience of having to analyze trends and figures to make money. All you have to do is follow the instructions given to you from the website and let this software do all the work for you. If you are someone who does not have much time to trade in the Forex markets, then this automated system is not for you. However, if you are someone who can afford to spend time watching the market, then this system could be your ticket to riches. The developers took a lot of time in developing a system which can make you a very good profit without you having to spend too much time watching the markets. Tallyprime is not a computer software program. It is basically a computer application which makes use of some of the latest technology to make you a profit on the currency markets. With this software program, you don't have to be a technical genius in order to make money in the currency markets. Since you will be doing most of your trading on your own, you will not have to learn about Forex trading. You only have to use the website which you can find online and follow the easy to use instructions given to you by the creators. You will have a very good grasp of how to make profits from the markets when you use this software program. And you will be able to make some serious money in the markets even with little or no knowledge at all.
Putting business online is one of the crucial things in today’s world. But just going online isn’t enough to reach your target audience; you also need to preserve all sorts of website expertise. You should also concentrate on sophisticated SEO strategies and properly apply them for better productivity. In this technology-prone age, Forex SEO strategies will change the entire forex market scenario to yield better returns. The SEO tactics will change anytime, and the worst thing is that sometimes you have no clue. Search engine optimization research is great to boost the forex platform rankings. Which Forex SEO tactics should you implement in 2018? Review the Top 8 SEO strategies chart below:
Make Your Website Super-Fast Looking at the last five years ‘ forex website design, you will remember how sluggish they were. And now, the situation has changed significantly, focusing more on the speed of mobile browsing relative to desktops and laptops. Forex SEO can be best applied with a super-fast Forex website, as it is also a key factor in rankings.
Maintain Your Website Mobile Friendliness Once combined with mobile optimization, Forex SEO helps build stable links and allows the search process easier and faster. Customers are more familiar with the smartphone, so after Google prioritizes, they see those forex sites that are faster and ranked in top position.
Produce High-Quality Content Forex SEO service continues to be quite spectacular when combined with the appealing, error-free content that contains the targeted keywords. Well-researched quality content is now highly in demand and helps build good, long-term customer relationships.
Update Your Blog It’s important to match the existing content with successful and appropriate improvements to boost organic traffic on your respective forex website. Edit your old content and try adding new posts to your site for improved discussions and results. A blog lets maintain your website and reach your community.
Use of Voice Search Is Impressive Voice search is now in demand, and one of the town’s popular buzzwords. Optimize your forex website with conversational keywords, and use the voice search option to attract a wide audience to your forex website.
A strong social interaction is beneficial Social media helps develop a strong online presence among millions of users. Sharing and handling useful content on social media channels could be beneficial in gaining users ‘ interest, as well as increasing the chances of quality connections.
Switch To Bing and Yahoo Too Google may be called the king of the search engine for your respective Forex SEO. However, at the same time, don’t worry about Bing and Yahoo, which are also considered the top search engines that deliver consumers to your forex page and place you on the list.
Analyze Your User Experience Improving user experience is one of the latest industry phenomena. Therefore, you can improve it by giving users reliable access and assistance that can raise your score.
The majority of this sub is focused on technical analysis. I regularly ridicule such "tea leaf readers" and advocate for trading based on fundamentals and economic news instead, so I figured I should take the time to write up something on how exactly you can trade economic news releases. This post is long as balls so I won't be upset if you get bored and go back to your drooping dick patterns or whatever.
How economic news is released
First, it helps to know how economic news is compiled and released. Let's take Initial Jobless Claims, the number of initial claims for unemployment benefits around the United States from Sunday through Saturday. Initial in this context means the first claim for benefits made by an individual during a particular stretch of unemployment. The Initial Jobless Claims figure appears in the Department of Labor's Unemployment Insurance Weekly Claims Report, which compiles information from all of the per-state departments that report to the DOL during the week. A typical number is between 100k and 250k and it can vary quite significantly week-to-week. The Unemployment Insurance Weekly Claims Report contains data that lags 5 days behind. For example, the Report issued on Thursday March 26th 2020 contained data about the week ending on Saturday March 21st 2020. In the days leading up to the Report, financial companies will survey economists and run complicated mathematical models to forecast the upcoming Initial Jobless Claims figure. The results of surveyed experts is called the "consensus"; specific companies, experts, and websites will also provide their own forecasts. Different companies will release different consensuses. Usually they are pretty close (within 2-3k), but for last week's record-high Initial Jobless Claims the reported consensuses varied by up to 1M! In other words, there was essentially no consensus. The Unemployment Insurance Weekly Claims Report is released each Thursday morning at exactly 8:30 AM ET. (On Thanksgiving the Report is released on Wednesday instead.) Media representatives gather at the Frances Perkins Building in Washington DC and are admitted to the "lockup" at 8:00 AM ET. In order to be admitted to the lockup you have to be a credentialed member of a media organization that has signed the DOL lockup agreement. The lockup room is small so there is a limited number of spots. No phones are allowed. Reporters bring their laptops and connect to a local network; there is a master switch on the wall that prevents/enables Internet connectivity on this network. Once the doors are closed the Unemployment Insurance Weekly Claims Report is distributed, with a heading that announces it is "embargoed" (not to be released) prior to 8:30 AM. Reporters type up their analyses of the report, including extracting key figures like Initial Jobless Claims. They load their write-ups into their companies' software, which prepares to send it out as soon as Internet is enabled. At 8:30 AM the DOL representative in the room flips the wall switch and all of the laptops are connected to the Internet, releasing their write-ups to their companies and on to their companies' partners. Many of those media companies have externally accessible APIs for distributing news. Media aggregators and squawk services (like RanSquawk and TradeTheNews) subscribe to all of these different APIs and then redistribute the key economic figures from the Report to their own subscribers within one second after Internet is enabled in the DOL lockup. Some squawk services are text-based while others are audio-based. FinancialJuice.com provides a free audio squawk service; internally they have a paid subscription to a professional squawk service and they simply read out the latest headlines to their own listeners, subsidized by ads on the site. I've been using it for 4 months now and have been pretty happy. It usually lags behind the official release times by 1-2 seconds and occasionally they verbally flub the numbers or stutter and have to repeat, but you can't beat the price! Important - I’m not affiliated with FinancialJuice and I’m not advocating that you use them over any other squawk. If you use them and they misspeak a number and you lose all your money don’t blame me. If anybody has any other free alternatives please share them!
How the news affects forex markets
Institutional forex traders subscribe to these squawk services and use custom software to consume the emerging data programmatically and then automatically initiate trades based on the perceived change to the fundamentals that the figures represent. It's important to note that every institution will have "priced in" their own forecasted figures well in advance of an actual news release. Forecasts and consensuses all come out at different times in the days leading up to a news release, so by the time the news drops everybody is really only looking for an unexpected result. You can't really know what any given institution expects the value to be, but unless someone has inside information you can pretty much assume that the market has collectively priced in the experts' consensus. When the news comes out, institutions will trade based on the difference between the actual and their forecast. Sometimes the news reflects a real change to the fundamentals with an economic effect that will change the demand for a currency, like an interest rate decision. However, in the case of the Initial Jobless Claims figure, which is a backwards-looking metric, trading is really just self-fulfilling speculation that market participants will buy dollars when unemployment is low and sell dollars when unemployment is high. Generally speaking, news that reflects a real economic shift has a bigger effect than news that only matters to speculators. Massive and extremely fast news-based trades happen within tenths of a second on the ECNs on which institutional traders are participants. Over the next few seconds the resulting price changes trickle down to retail traders. Some economic news, like Non Farm Payroll Employment, has an effect that can last minutes to hours as "slow money" follows behind on the trend created by the "fast money". Other news, like Initial Jobless Claims, has a short impact that trails off within a couple minutes and is subsequently dwarfed by the usual pseudorandom movements in the market. The bigger the difference between actual and consensus, the bigger the effect on any given currency pair. Since economic news releases generally relate to a single currency, the biggest and most easily predicted effects are seen on pairs where one currency is directly effected and the other is not affected at all. Personally I trade USD/JPY because the time difference between the US and Japan ensures that no news will be coming out of Japan at the same time that economic news is being released in the US. Before deciding to trade any particular news release you should measure the historical correlation between the release (specifically, the difference between actual and consensus) and the resulting short-term change in the currency pair. Historical data for various news releases (along with historical consensus data) is readily available. You can pay to get it exported into Excel or whatever, or you can scroll through it for free on websites like TradingEconomics.com. Let's look at two examples: Initial Jobless Claims and Non Farm Payroll Employment (NFP). I collected historical consensuses and actuals for these releases from January 2018 through the present, measured the "surprise" difference for each, and then correlated that to short-term changes in USD/JPY at the time of release using 5 second candles. I omitted any releases that occurred simultaneously as another major release. For example, occasionally the monthly Initial Jobless Claims comes out at the exact same time as the monthly Balance of Trade figure, which is a more significant economic indicator and can be expected to dwarf the effect of the Unemployment Insurance Weekly Claims Report. USD/JPY correlation with Initial Jobless Claims (2018 - present) USD/JPY correlation with Non Farm Payrolls (2018 - present) The horizontal axes on these charts is the duration (in seconds) after the news release over which correlation was calculated. The vertical axis is the Pearson correlation coefficient: +1 means that the change in USD/JPY over that duration was perfectly linearly correlated to the "surprise" in the releases; -1 means that the change in USD/JPY was perfectly linearly correlated but in the opposite direction, and 0 means that there is no correlation at all. For Initial Jobless Claims you can see that for the first 30 seconds USD/JPY is strongly negatively correlated with the difference between consensus and actual jobless claims. That is, fewer-than-forecast jobless claims (fewer newly unemployed people than expected) strengthens the dollar and greater-than-forecast jobless claims (more newly unemployed people than expected) weakens the dollar. Correlation then trails off and changes to a moderate/weak positive correlation. I interpret this as algorithms "buying the dip" and vice versa, but I don't know for sure. From this chart it appears that you could profit by opening a trade for 15 seconds (duration with strongest correlation) that is long USD/JPY when Initial Jobless Claims is lower than the consensus and short USD/JPY when Initial Jobless Claims is higher than expected. The chart for Non Farm Payroll looks very different. Correlation is positive (higher-than-expected payrolls strengthen the dollar and lower-than-expected payrolls weaken the dollar) and peaks at around 45 seconds, then slowly decreases as time goes on. This implies that price changes due to NFP are quite significant relative to background noise and "stick" even as normal fluctuations pick back up. I wanted to show an example of what the USD/JPY S5 chart looks like when an "uncontested" (no other major simultaneously news release) Initial Jobless Claims and NFP drops, but unfortunately my broker's charts only go back a week. (I can pull historical data going back years through the API but to make it into a pretty chart would be a bit of work.) If anybody can get a 5-second chart of USD/JPY at March 19, 2020, UTC 12:30 and/or at February 7, 2020, UTC 13:30 let me know and I'll add it here.
So without too much effort we determined that (1) USD/JPY is strongly negatively correlated with the Initial Jobless Claims figure for the first 15 seconds after the release of the Unemployment Insurance Weekly Claims Report (when no other major news is being released) and also that (2) USD/JPY is strongly positively correlated with the Non Farms Payroll figure for the first 45 seconds after the release of the Employment Situation report. Before you can assume you can profit off the news you have to backtest and consider three important parameters. Entry speed: How quickly can you realistically enter the trade? The correlation performed above was measured from the exact moment the news was released, but realistically if you've got your finger on the trigger and your ear to the squawk it will take a few seconds to hit "Buy" or "Sell" and confirm. If 90% of the price move happens in the first second you're SOL. For back-testing purposes I assume a 5 second delay. In practice I use custom software that opens a trade with one click, and I can reliably enter a trade within 2-3 seconds after the news drops, using the FinancialJuice free squawk. Minimum surprise: Should you trade every release or can you do better by only trading those with a big enough "surprise" factor? Backtesting will tell you whether being more selective is better long-term or not. Hold time: The optimal time to hold the trade is not necessarily the same as the time of maximum correlation. That's a good starting point but it's not necessarily the best number. Backtesting each possible hold time will let you find the best one. The spread: When you're only holding a position open for 30 seconds, the spread will kill you. The correlations performed above used the midpoint price, but in reality you have to buy at the ask and sell at the bid. Brokers aren't stupid and the moment volume on the ECN jumps they will widen the spread for their retail customers. The only way to determine if the news-driven price movements reliably overcome the spread is to backtest. Stops: Personally I don't use stops, neither take-profit nor stop-loss, since I'm automatically closing the trade after a fixed (and very short) amount of time. Additionally, brokers have a minimum stop distance; the profits from scalping the news are so slim that even the nearest stops they allow will generally not get triggered. I backtested trading these two news releases (since 2018), using a 5 second entry delay, real historical spreads, and no stops, cycling through different "surprise" thresholds and hold times to find the combination that returns the highest net profit. It's important to maximize net profit, not expected value per trade, so you don't over-optimize and reduce the total number of trades taken to one single profitable trade. If you want to get fancy you can set up a custom metric that combines number of trades, expected value, and drawdown into a single score to be maximized. For the Initial Jobless Claims figure I found that the best combination is to hold trades open for 25 seconds (that is, open at 5 seconds elapsed and hold until 30 seconds elapsed) and only trade when the difference between consensus and actual is 7k or higher. That leads to 30 trades taken since 2018 and an expected return of... drumroll please... -0.0093 yen per unit per trade. Yep, that's a loss of approx. $8.63 per lot. Disappointing right? That's the spread and that's why you have to backtest. Even though the release of the Unemployment Insurance Weekly Claims Report has a strong correlation with movement in USD/JPY, it's simply not something that a retail trader can profit from. Let's turn to the NFP. There I found that the best combination is to hold trades open for 75 seconds (that is, open at 5 seconds elapsed and hold until 80 seconds elapsed) and trade every single NFP (no minimum "surprise" threshold). That leads to 20 trades taken since 2018 and an expected return of... drumroll please... +0.1306 yen per unit per trade. That's a profit of approx. $121.25 per lot. Not bad for 75 seconds of work! That's a +6% ROI at 50x leverage.
Make it real
If you want to do this for realsies, you need to run these numbers for all of the major economic news releases. Markit Manufacturing PMI, Factory Orders MoM, Trade Balance, PPI MoM, Export and Import Prices, Michigan Consumer Sentiment, Retail Sales MoM, Industrial Production MoM, you get the idea. You keep a list of all of the releases you want to trade, when they are released, and the ideal hold time and "surprise" threshold. A few minutes before the prescribed release time you open up your broker's software, turn on your squawk, maybe jot a few notes about consensuses and model forecasts, and get your finger on the button. At the moment you hear the release you open the trade in the correct direction, hold it (without looking at the chart!) for the required amount of time, then close it and go on with your day. Some benefits of trading this way: * Most major economic releases come out at either 8:30 AM ET or 10:00 AM ET, and then you're done for the day. * It's easily backtestable. You can look back at the numbers and see exactly what to expect your return to be. * It's fun! Packing your trading into 30 seconds and knowing that institutions are moving billions of dollars around as fast as they can based on the exact same news you just read is thrilling. * You can wow your friends by saying things like "The St. Louis Fed had some interesting remarks on consumer spending in the latest Beige Book." * No crayons involved. Some downsides: * It's tricky to be fast enough without writing custom software. Some broker software is very slow and requires multiple dialog boxes before a position is opened, which won't cut it. * The profits are very slim, you're not going to impress your instagram followers to join your expensive trade copying service with your 30-second twice-weekly trades. * Any friends you might wow with your boring-ass economic talking points are themselves the most boring people in the world. I hope you enjoyed this long as fuck post and you give trading economic news a try!
Getting breaking news stories / events in real-time
Hi everyone: I'm trying to find a website that reports on big news stories in real-time and what is driving the markets in real-time. Case in point: today at ~2:50PM EST, news broke that the Moderna vaccine results have some problems with it. Stocks plunged between 2:55 PM and 3:00 PM. News sites reported on this vaccine news with 30-60 min lag, which is far too long if you're trying to daytrade aggressively.
Weekly Update: The Parachute culture, $COTI on Gate.io, Pynk crowdfunding campaign live, Voyager + Sterling Trading Tech…– 22 May - 28 May'20
Heyo! Continuing with our six-part catch up series to get up to date on the May and June news from Parachute and partners, here’s Part II of VI (22 May - 28 May'20): If you're in crypto, there's often the random pump/moon/wenBinance talk that props up from time to time in groups. Especially, when someone new joins a project and is unfamiliar with the community culture. At Parachute, we have always made it a point to have more meaningful discussions than price. Cap shared some of his thoughts on this as well. For the #culturalweekend prompt this week, Jason got Parachuters to share about “something weird your family does that is a tradition for them but not a traditional tradition”. Peace Love’s Big Trivia in TTR was quite fun as always. The beta testing group for ParJar swaps was set up this week. Also, Chris organised something amazing this week which will possibly remain a secret amongst Parachute admins (and Doc Vic 😊 ). But if word of it ever goes out, you’ll realise why Parachute is the most wholesome project in all of crypto. Chris also gave out some cool $PAR to folks in the Parachute channel to talk about "something that you didn't spend much money on that had a big impact on your quality of life". This week's Two-for-Tuesday featured music from "female artists, including bands with at least one female member". Click here for the playlist. Thanks Sebastian! Some good cheer from Alexis all the way from Germany aXpire’s May recap video covers product updates from Bilr, PayBX etc. To track this week’s 20k $AXPR burn, click here. The team also shared success strategies for law firms. 2gether co-founder Salvador Casquero wrote about best security practices in finance. A new update was pushed to Wednesday Coin’s dApp, WednesdayClub. In this week’s XIO discussions, Citizens talked about ideal time allocation strategies for research and execution. Top Citizens on the Leaderboard stand a chance to win some cool merch. Also, watch out for pesky scams. Voyager announced a partnership with Sterling Trading Tech to launch a crypto trading widget. Proactive Investors covered Voyager in its latest piece chronicling their growing user base. As mentioned in a previous update, CEO Stephen Ehrlich’s crypto investment webinar happened this week. Switch crew did a community AMA just before the $GHOST airdrop snapshot. The team expanded with new dev hires. In preparation for the $GHOST airdrop, ProBit completed its $VSF:$ESH swap and Stex announced support for $ESH/$GHOST airdrop. $ESH was listed on HitBTC and Changelly. Folks who guessed these exchanges correctly won some tokens as well. Founder Josh Case sat down with Mr. Backwards for an interview. Among several updates to the Ghost website, a staking calculator was added. Click here to read the latest technical update from Fantom. $FTM was in the running to be added as a collateral for DAI. Congratulations to Uptrennd for becoming the highest ranked blockchain-based social media platform as per Alexa. They started a SmartLink campaign with 2key Network. The first Uptrennd halvening went live this week. The team is reachable on Discord from now as well. District0x’s latest District Weekly and Dev Updates can be read here and here respectively. Hydro team shared their thoughts on how virtual cards for independent contractors (otherwise referred to as 1099 employees) could improve reimbursement practices. Entries for their Decentralization Ambassador program were opened this week. These look great, XIO team This is what is planned for the GHOST ecosystem currently SelfKey compiled a master list of crypto lending platforms. The Loans Marketplace will feature many of these. Full transcript of the May 12th AMA was released. SelfKey advisor Edmund Lowell spoke at the BlockConf DIGITAL conference this week. Mongolian exchange AIS-X joined the Exchange Marketplace. Pynk’s crowdfunding campaign on Seedrs went live this week. Check out their campaign video here. Amazing production! Plus, this cool feature in City A.M. was the perfect way to close off the week. Wibson hosted a meetup (online of course!) for its Spanish speaking community this week. The crew also introduced the app at an Ethereum event in Buenos Aires. Harmony burned all mainnet tokens mined before Open Staking going public. The latest staking stats and validator data can be seen here and here respectively. That’s right, 3B+ $ONE is already staked. Woohoo! With its latest CoinDCX listing, $ONE got its first INR trading pair. Saweet! The major improvement proposals that were discussed with the community this week were making Open Staking more decentralized and creating a more liquid staking market. This led to the first release after Open Staking. The winners of the effective-median-stake contest were announced. Hope you got a chance to take part in the Flash Quiz. Do you know about all the projects that have been built in the Harmony ecosystem? Here’s a rundown. The team hosted an AMA as well. BitMax changed some of its rules for $ONE staking. Check out COTI’s latest network growth stats here. And super congratulations on winning the Gate.io listing vote! $COTI was also added to Binance’s Locked Savings staking program. Broking platform Troy Trade partnered with COTI to improve its scalability. DoYourTip’s $DYT now has 2500+ HODLers. Neat! Mycro was invited to join BitForex’s app platform CAPP Town. GET Protocol’s GUTS Tickets was covered in Cryptogeeks’ latest blogpost on blockchain-based ticketing. And with that, it’s a wrap for this week in Parachute and partners! See you again with another update. Cheerio!
Factset: How You can Invest in Hedge Funds’ Biggest Investment Tl;dr FactSet is the most undervalued widespread SaaS/IT solution stock that exists If any of you have relevant experience or are friends with people in Investment Banking/other high finance, you know that Factset is the lifeblood of their financial analysis toolkit if and when it’s not Bloomberg, which isn’t even publicly traded. Factset has been around since 1978 and it’s considered a staple like Bloomberg in many wealth management firms, and it offers some of the easiest to access and understandable financial data so many newer firms focused less on trading are switching to Factset because it has a lot of the same data Bloomberg offers for half the cost. When it comes to modern financial data, Factset outcompetes Reuters and arguably Bloomberg as well due to their API services which makes Factset much more preferable for quantitative divisions of banks/hedge funds as API integration with Python/R is the most important factor for vast data lakes of financial data, this suggests Factset will be much more prepared for programming making its way into traditional finance fields. According to Factset, their mission for data delivery is to: “Integrate the data you need with your applications, web portals, and statistical packages. Whether you need market, company, or alternative data, FactSet flexible data delivery services give you normalized data through APIs and a direct delivery of local copies of standard data feeds. Our unique symbology links and aggregates a variety of content sources to ensure consistency, transparency, and data integrity across your business. Build financial models and power customized applications with FactSet APIs in our developer portal”. Their technical focus for their data delivery system alone should make it stand out compared to Bloomberg, whose UI is far more outdated and complex on top of not being as technically developed as Factset’s. Factset is the key provider of buy-side portfolio analysis for IBs, Hedge funds, and Private Equity firms, and it’s making its way into non-quantitative hedge funds as well because quantitative portfolio management makes automation of risk management and the application of portfolio theory so much easier, and to top it off, Factset’s scenario analysis and simulation is unique in its class. Factset also is able to automate trades based on individual manager risk tolerance and ML optimization for Forex trading as well. Not only does Factset provide solutions for financial companies, they are branching out to all corporations now and providing quantitative analytics for them in the areas of “corporate development, M&A, strategy, treasury, financial planning and analysis, and investor relations workflows”. Factset will eventually in my opinion reach out to Insurance Risk Management a lot more in the future as that’s a huge industry which has yet to see much automation of risk management yet, and with the field wide open, Factset will be the first to take advantage without a shadow of a doubt. So let’s dig into the company’s financials now: Their latest 8k filing reported the following: Revenue increased 2.6%, or $9.6 million, to $374.1 million compared with $364.5 million for the same period in fiscal 2019. The increase is primarily due to higher sales of analytics, content and technology solutions (CTS) and wealth management solutions. Annual Subscription Value (ASV) plus professional services was $1.52 billion at May 31, 2020, compared with $1.45 billion at May 31, 2019. The organic growth rate, which excludes the effects of acquisitions, dispositions, and foreign currency movements, was 5.0%. The primary contributors to this growth rate were higher sales in FactSet's wealth and research workflow solutions and a price increase in the Company's international region Adjusted operating margin improved to 35.5% compared with 34.0% in the prior year period primarily as a result of reduced employee-related operating expenses due to the coronavirus pandemic. Diluted earnings per share (EPS) increased 11.0% to $2.63 compared with $2.37 for the same period in fiscal 2019. Adjusted diluted EPS rose 9.2% to $2.86 compared with $2.62 in the prior year period primarily driven by an improvement in operating results. The Company’s effective tax rate for the third quarter decreased to 15.0% compared with 18.6% a year ago, primarily due to an income tax expense in the prior year related to finalizing the Company's tax returns with no similar event for the three months ended May 31, 2020. FactSet increased its quarterly dividend by $0.05 per share or 7% to $0.77 marking the fifteenth consecutive year the Company has increased dividends, highlighting its continued commitment to returning value to shareholders. As you can see, there’s not much of a negative sign in sight here. It makes sense considering how FactSet’s FCF has never slowed down FactSet’s annual subscriptions and professional services have made its way to foreign and developing markets, and many of them are opting for FactSet’s cheaper services to reduce costs and still get copious amounts of data and models to work with. Here’s what FactSet had to say regarding its competitive position within the market of providing financial data in its last 10k: “Despite competing products and services, we enjoy high barriers to entry and believe it would be difficult for another vendor to quickly replicate the extensive databases we currently offer. Through our in-depth analytics and client service, we believe we can offer clients a more comprehensive solution with one of the broadest sets of functionalities, through a desktop or mobile user interface or through a standardized or bespoke data feed.” And FactSet is confident that their ML services cannot be replaced by anybody else in the industry either: “In addition, our applications, including our client support and service offerings, are entrenched in the workflow of many financial professionals given the downloading functions and portfolio analysis/screening capabilities offered. We are entrusted with significant amounts of our clients' own proprietary data, including portfolio holdings. As a result, our products have become central to our clients’ investment analysis and decision-making.” (https://last10k.com/sec-filings/fds#link_fullReport), if you read the full report and compare it to the most recent 8K, you’ll find that the real expenses this quarter were far lower than expected by the last 10k as there was a lower than expected tax rate and a 3% increase in expected operating margin from the expected figure as well. The company also reports a 90% customer retention rate over 15 years, so you know that they’re not lying when they say the clients need them for all sorts of financial data whether it’s for M&A or wealth management and Equity analysis: https://www.investopedia.com/terms/f/factset.asp FactSet also has remarkably good cash conversion considering it’s a subscription based company, a company structure which usually takes on too much leverage. Speaking of leverage, FDS had taken on a lot of leverage in 2015: So what’s that about? Why were FactSet’s long term debts at 0 and all of a sudden why’d the spike up? Well usually for a company that’s non-cyclical and has a well-established product (like FactSet) leverage can actually be good at amplifying returns, so FDS used this to their advantage and this was able to help the share’s price during 2015. Also, as you can see debt/ebitda is beginning a rapid decline anyway. This only adds to my theory that FactSet is trying to expand into new playing fields. FactSet obviously didn’t need the leverage to cover their normal costs, because they have always had consistently growing margins and revenue so the debt financing was only for the sake of financing growth. And this debt can be considered covered and paid off, considering the net income growth of 32% between 2018 and 2019 alone and the EPS growth of 33% EBITDA has virtually been exponential for FactSet for a while because of the bang-for-buck for their well-known product, but now as FactSet ventures into algorithmic trading and corporate development the scope for growth is broadly expanded. P/E has declined in the past 2 years, making it a great time to buy. Increasing ROE despite lowering of leverage post 2016 Mountains of cash have been piling up in the coffers increasing chances of increased dividends for shareholders (imo dividend is too low right now, but increasing it will tempt more investors into it), and on top of that in the last 10k a large buyback expansion program was implemented for $210m worth of shares, which shows how confident they are in the company itself. SGA expense/Gross profit has been declining despite expansion of offices I’m a bit concerned about the skin in the game leadership has in this company, since very few executives/board members have significant holdings in the company, but the CEO himself is a FactSet veteran, and knows his way around the company. On top of that, Bloomberg remains king for trading and the fixed income security market, and Reuters beats out FactSet here as well. If FactSet really wants to increase cash flow sources, the expansion into insurance and corp dev has to be successful. Summary: FactSet has a lot of growth still left in its industry which is already fast-growing in and of itself, and it only has more potential at its current valuation. Earnings September 24th should be a massive beat due to investment banking demand and growth plus Hedge fund requirements for data and portfolio management hasn’t gone anywhere and has likely increased due to more market opportunities to buy-in.
The World This Week 10th July 2020 – 17th July 2020
Indian Equity Summary- · Sensex ended higher by 1.2 percent as the bullish trend persisted for the fifth consecutive week in the domestic equity market ,on the back ofØ positive global cues and optimism over the development of Covid-19 vaccine .The focus is now turning to Q1FY21 earning season and more importantly for guidance and viewpoints of management. · Going forward, global factors like development on the US -China relationship front , any resurgence of Covid-19 cases globally, as economiesØ have started opening up ; will continue to dictate the trend of the domestic equity market. We expect the trading range for Nifty between 10800-11200 in the near term. Indian Debt Market- · The bond prices fell as the yield on the latest 10-year benchmark 5.79% 2030 paper settled at 5.80% on Jul 17 compared with 5.76% on Jul 10.Ø · Reserve Bank of India announces the auction of three Government of India 91day, 182 day and 364 day Treasury Bills for an aggregate amount ofØ ₹35,000, to be conducted on 22nd July 2020. · State Governments announced to sell securities by way of an auction to be conducted on 21th July 2020, for an aggregate face value of ₹ 9,000 Cr.Ø · We expect that RBI will be in wait and watch mood before taking any major decision of rate cut on the back of recent inflation print.Ø · We expect the 10 year benchmark yield to trade between 5.80-6.05% in near term.Ø Domestic News · India’s retail trade has suffered a business loss of about Rs 15.5 lakh crore in past 100 days due to the COVID-19 pandemic as per theØ Confederation of All India Traders (CAIT). · The Foreign Direct Investment (FDI) from the US to India has crossed the $40 billion mark as on year to date, reflecting the growing confidence ofØ American companies in the country. · Forex reserves rose by $3.1 billion on a WoW basis to hit a record high of $516.36 billion for the week ended July 10, according to Reserve BankØ of India (RBI). · According to the latest data released by the Ministry of StatisticsØ & Programme Implementation (MoSPI), India’s retail inflation(CPI) grew to 6.09% in the month of June as against the prior released figure of 5.84 in April for the month of March. International News · Hong Kong's April-June unemployment rises to 6.2%, being the highest in over 15 years.Ø · Japan’s exports plunged 26.2% in June while Imports fell by 14.4% in June on a year on year basis , as per the data released byØ Ministry of Finance (MOF). · Foreign direct investment (FDI) into China fell 1.3% in the first half of this year from a year earlier to 472.18 billion yuan ($67.47Ø billion)as per China’s commerce ministry. · Gross domestic product (GDP) of China rose to 3.2% in the second-quarter from a year earlier as per the National Bureau ofØ Statistics, faster than the 2.5% forecast by analysts in a Reuters poll, with the easing of lockdown measures and ramping up of stimulus by policymakers to combat the virus-led downturn. · US GDP is expected to contract by an annualised rate of 37% in the Q2 2020 and by 6.6%for 2020 as a whole as per theØ International Monetary Fund (IMF) staff. Link - http://www.karvywealth.com/data/sites/1/skins/karvywealth/Download_media_report.aspx?FileName=B98EB615-C7D5-409D-AFF1-05C92C06DBE4|5234282 vH�X��Py
Immediate Aftermath : The more data we collect and analyze, the clearer the picture becomes.
This is the updated first part of the list that has recorded the notable events as the world deals with the COVID-19 pandemic. [2nd Part] ― The LINKS to events and sources are placed throughout the timeline. ------------------------ The More Data We Collect and Analyze, the Clearer the Picture Becomes. Someone threw a stone in a pond a long way away. And we're only just feeling the ripples. — Fukuhara from Giri/Haji, Netflix series ------------------------ On Jan 30, Italian PM announced that Italy had blocked all flights to and from China. While Italy has banned people from air-travelling to China, however according to IATA data, there's no measurement implemented for air-travellers from China into Italy till the Mar 07. Especially for Chinese people who have EU passports. On Jan 31, the US announced the category-I travel restrictions, barring all foreigners who have been in China for the past 14 days, with measures including the refusal of visas and mandatory quarantine. • "Because the US focused on China and didn't expect the infected people's entry from Europe and the Middle East, the Maginot Line was breached from behind. And so little of credible data at the beginning made the US government to miscalculate its strategic response to the virus." — Dr. Zhang Lun, currently a visiting scholar at Harvard (economics & sociology), during the interview with ICPC on Mar 29. Also on Jan 31, the WHO changed its tune and declared the coronavirus outbreak a Global Public Health Emergency of international concern (PHEIC).
Decisions on a PHEIC always involve politics .... West African countries discouraged a declaration in 2014 after they were hit by the largest Ebola virus outbreak on record, mainly because of concern about the economic impact.
------------------------ On Feb 02, regarding the US category-I travel restrictions, Kamala Harris, the former Democratic presidential candidate, declared on Twitter:
Since 2017, Trump’s travel bans have never been rooted in national security—they’re about discriminating against people of color. They are, without a doubt, rooted in anti-immigrant, white supremacist ideologies. This travel ban is no different.
On Feb 03, criticizing Trump for his travel restrictions continues. Chinese foreign ministry spokeswoman Hua Chunying (华春莹), a Peking University professors James Liang (梁建章), New York Times, the Nation, OBSERVER, the Boston Globe, Yahoo, and Daily Kos were saying, it's a "panicky" decision and "racist" or it's "cruel and callous," he's stoking fear for political gains, and the president is "inappropriately overreacting." And professors Liang even said the US ban "will hurt goodwill and cooperation [with China] in the future."          Also on Feb 03, Mr. Tedros of the WHO said there's no need for travel ban measure that "unnecessarily interfere with international travel and trade" trying to halt the spread of the virus.
China's delegate took the floor ... and denounced measures by "some countries" that have denied entry to people holding passports issued in Hubei province - at the centre of the outbreak - and to deny visas and cancel flights.
Also on Feb 03, China is expected to gradually implement a larger stimulus packages (in total) than a USD $572 billion from 2008. — We'd never find out but my guess is that the fund will probably go to Shanghai clique. On Feb 04, The FDA has given emergency authorization to a new test kit by the CDC that promises to help public health labs meet a potential surge in cases.
The speed ... pushing through a new diagnostic test shows just how seriously they’re taking the potentially pandemic threat of 2019-nCoV. It’s also a sign that the world is starting to learn how to deal with an onslaught of new pathogens.
Also on Feb 04, the Wuhan Institute of Virology and China's Academy of Military Medical Sciences (AMMS, Chief Chen Wei belongs to) have jointly applied to patent the use of Remdesivir. Scientists from both institutes said in a paper published in Nature’s Cell Research that they found both Remdesivir and Chloroquine to be an effective way to inhibit the coronavirus. On Feb 06, Jamestown Foundation, a Washington-based research & analysis unit, noted that with State Council of PRC praising his performance of containing the pandemic situation, the council expanded Li Keqiang's political control over Politburo Standing Committee of CCP. (Li Keqiang = Communist Youth League = Shanghai clique) Also, on Feb 06, as the US evacuation planes leave China, the wave of the US evacuees have arrived who are met by the CDC personnel at the quarantine sites for screening, and those who were suspected of infection will be placed under quarantine for 14 days. Also, on Feb 06, a CDC-developed lab test kit to detect the new coronavirus began shipping to qualified US laboratories and international ones. — However, on Feb 12, the CDC said some of the testing kits have flaws and do not work properly. The CDC finally ended up shipping the working test kits for mass testings on Feb 27. This was three weeks later than originally planned. On Feb 07, China National Petroleum has recently declared Force Majeure on gas imports. They are trying to create a breathing room for their foreign exchange reserves shortage. China's foreign exchange reserves fell to mere USD $3.1 trillion in Oct. 2019. On the same day, Bloomberg reported that PetroChina has directed employees in 20 countries to buy N95 face masks and send them home in China. The goal is to get 2 million masks shipped back. You can also find YouTube videos that show Overseas Chinese are scouring the masks at the Home Depot to ship them to China (the video in Korean). Also Chris Smith is pissed. On Feb 09, Trump renews his national emergency on its southern border, and Elizabeth Goitein from the Brennan Center for Justice, published an opinion article on New York Times titled "Trump Has Abused This Power. And He Will Again if He’s Not Stopped." On Feb 10, Dr. Tedros said that an advance three-person team of the WHO arrived in Beijing for a joint mission to discuss with Chinese officials the agenda and questions. Then, the joint mission of about 10 international experts will soon follow, he said. — Those WHO experts ended up visiting Chinese epicentre for the first time on Feb 24. On Feb 12, the US targets Russian oil company for helping Venezuela skirt sanctions. The US admin seemingly tried to secure leverage against Russia after noticing something suspicious was up. On the same day, Trump told Reuters "I hope this outbreak or this event (for the US) may be over in something like April." — Dr. Zhong Nanshan (钟南山), China's top tier SARS-hero doctor, also said "the peak of the virus (for China) should come in mid to late February, followed by a plateau or decrease," adding that his forecast was based on on mathematical modelling and data from recent events and government action. On Feb 13, Tom Frieden who is a former US CDC chief and currently the head of public health nonprofit Resolve to Save Lives, said:
As countries are trying to develop their own control strategies, they are looking for evidence of whether the situation in China is getting worse or better. [But] We still don't have very basic information. [since the WHO just entered China] We hope that information will be coming out.
On the same day, the CDC reports that the 15th case in the US was confirmed. The patient was a part of group who were under a federal quarantine order at the JBSA-Lackland base because of a recent trip to Hubei Province, China. By Feb 13, China hasn't accepted the US CDC's offer to send top experts, and they haven't released the "disaggregated" data (specific figures broken out from the overall numbers) even though repeatedly been asked. On Feb 14, CCP's United Front posted an article on its official website, saying (Eng. text by Google Translation):
Fast! There is no time difference to raise urgently needed materials! Some Overseas Chinese have used their professions in the field of medicine in order to purchase relevant materials Hubei province in short of supply (to send them to China). .... Some Overseas Chinese took advantage of the connection resources, opened green transportation channels through our embassies and consulates abroad, and their related enterprises, and quickly sent large quantities of medical supplies (to China), making this love relay link and cooperation seamless.
On Feb 18, Reuters reports that 3M is on the list of firms eligible for China loans to ease coronavirus crisis.
There is no indication from the list that loans offered will necessarily be sought, or that such firms are in any financial need. The Bank of Shanghai told Reuters it will lend 5.5 billion yuan ($786 million) to 57 firms on its list.
On Feb 21, Xi Jinping writes a thank-you letter to Bill Gates for his foundation’s support to China regarding COVID-19 outbreak. On Feb 24, China was rumoured on Twitter to delay the phase one trade deal implementation indefinitely which includes the increase of China's purchasing American products & services by at least $200 billion over the next two years. Also on Feb 24, S&P 500 Index started to drop. Opened with 3225.9 and closed 3128.2. By the Mar 23, it dropped to 2208.9. Also on Feb 24, China's National Health Commission says the WHO experts have visited Wuhan city for the first time, the locked-down central Chinese city at the epicentre, inspecting two hospitals and a makeshift one at a sports centre. On Feb 26, IF the picture that has been circulated on Twitter were real, then chief Chen Wei and her team have developed the first batch of COVID-19 vaccine within time frame of a month. On the same day, the CDC's latest figures displays 59 people in the US who have tested positive for COVID-19. Also on Feb 26, the Washington Post published an article that says:
.... the WHO said it has repeatedly asked Chinese officials for "disaggregated" data — meaning specific figures broken out from the overall numbers — that could shed light on hospital transmission and help assess the level of risk front-line workers face. "We received disaggregated information at intervals, though not details about health care workers," said Tarik Jasarevic of the WHO. — The comment, in an email on Feb 22 to the Post, was one of the first instances that the WHO had directly addressed shortcomings in China's reporting or handling of the coronavirus crisis.
On Feb 27, after missteps, the CDC says its test kit is ready and the US started to expand testing. On Feb 28, China transferred more than 80,000 Uighurs to factories used by global brands such as Apple, Nike, & Volkswagen & among others. Also on Feb 28, the WHO published the official report of the WHO-China joint mission on coronavirus disease 2019. (PDF) On Feb 29, quoting Caixin media's investigation published on the same day, Lianhe Zaobao, the largest Singapore-based Chinese-language newspaper, published an article reporting the following:
Dr. Li Wenliang said in the interview with Caixin media; [in Dec 2019] another doctor (later turned out to be Dr. Ai Fen) examined and tried to treat a patient who exhibited SARS-like symptoms which akin to influenza resistant to conventional treatment methods. And "the family members who took care of her (the patient) that night also had a fever, and her other daughter also had a fever. This is obviously from person to person" Dr. Li said in the interview."
------------------------ On Mar 01, China's State Council super tighten up their already draconian internet law. On the same day,Princelings published an propaganda called "A Battle Against Epidemic: China Combating COVID-19 in 2020" which compiles numerous state media accounts on the heroic leadership of Xi Jinping, the vital role of the Communist Party, and the superiority of the Chinese system in fighting the virus. Starting on Mar 03, the US Fed has taken two significant measures to provide monetary stimulus. It's going to be no use as if a group of people with serious means are manipulating the markets to make sure MM will have liquidity concerns when they need it most. On Mar 04, Xinhua News, China's official state-run press agency posted an article "Be bold: the world should thank China" which states that
If China retaliates against the US at this time, it will also announce strategic control over medical products, and ban exports of said products to the US. ... If China declares today that its drugs are for domestic use only, the US will fall into the hell of new coronavirus epidemic.
On Mar 05, Shanghai Index has recovered the coronavirus loss almost completely. On Mar 07, Saudi's Ahmed bin Abdulaziz and Muhammad bin Nayef were arrested on the claims of plotting to overthrow King Salman. — Ahmed bin Abdulaziz is known to have very tight investment-interest relationship with Bill Gates, Bill Browder, Blackstone, & BlackRock: One common factor that connects these people is China. On Mar 08, the Russia–Saudi oil price war has begun. The ostensible reason was simple: China, the biggest importer of oil from Saudi and Russia, was turning back tankers while claiming that the outbreak forced its economy to a standstill. On Mar 10, the Washington Post published the article saying that the trade group for manufacturers of personal protective equipment urged in 2009 "immediate action" to restock the national stockpile including N95 masks, but it hasn't been replenished since. On Mar 11, the gentleman at the WHO declares the coronavirus outbreak a "Global Pandemic." He called on governments to change the course of the outbreak by taking "urgent and aggressive action." This was a full twelve days after the organization published the official report regarding the situation in China. On Mar 13, the US admin declared a National Emergency and announced the plan to release $50 billion in federal resources amid COVID-19. Also on Mar 13, China's Ministry of Commerce states that China is now the best region for global investment hedging. On Mar 15, Business Insider reports that Trump tried to poach German scientists working on a coronavirus vaccine and offered cash so it would be exclusive to the US. The problem is the official CureVac (the German company) twitter account, on Mar 16, 2020, tweeted the following:
To make it clear again on coronavirus: CureVac has not received from the US government or related entities an offer before, during and since the Task Force meeting in the White House on March 2. CureVac rejects all allegations from press.
On Mar 16, the fan club of European globalists has published a piece titled, "China and Coronavirus: From Home-Made Disaster to Global Mega-Opportunity." The piece says:
The Chinese method is the only method that has proved successful [in fighting the virus], is a message spread online in China by influencers, including many essentially promoting propaganda. ... it is certainly a message that seems to be resonating with opinion leaders around the world.
On the same day, unlike China that had one epicentre, Wuhan city, the US now overtakes China with most cases reporting multiple epicentres simultaneously. Also on Mar 16, the US stocks ended sharply lower with the Dow posting its worst point drop in history. But some showed a faint hint of uncertain hope. On Mar 17, according to an article on Chinese version of Quora, Zhihu, chief Chen Wei and her team with CanSino Biologics officially initiated a Phase-1 clinical trial for COVID-19 vaccine at the Wuhan lab, Hubei China, which Bloomberg News confirmed. — Click HERE, then set its time period as 1 year, and see when the graph has started to move up. Also on Mar 17, China's state media, China Global TV Network (CGTN), has produced YouTube videos for Middle Eastern audiences to spread the opinion that the US has engineered COVID-19 events. Also on Mar 17, Al Jazeera reported that the US President has been criticized for repeatedly referring to the coronavirus as the "Chinese Virus" as critics saying Trump is "fueling bigotry." • China's Xinhua News tweeted "Racism is not the right tool to cover your own incompetence." • Tucker Carlson asked: "Why would America's media take China's side amid coronavirus pandemic?" • Also, Mr. Bill Gates: "We should not call this the Chinese virus." On Mar 19, for the first time, China reports zero local infections. Also on Mar 19, Al Jazeera published an analysis report, titled "Coronavirus erodes Trump's re-election prospects." On Mar 22, Bloomberg reports that China's mobile carriers lost 21 million users during this pandemic event. It's said to be the first net decline since starting to report monthly data in 2000. On Mar 26, EURACTV reports that China cashes in off coronavirus, selling Spain $466 million in supplies. However, Spain returns 9,000 "quick result" test kits to China, because they were deemed substandard. — Especially the sensibility of the test was around 30 percent, when it should be higher than 80 percent. ------------------------ On Apr 03, Germany and other governments are bolstering corporate defenses to address worries that coronavirus-weakened companies could be easy prey for bargain hunting by China's state owned businesses. On Apr 05, New York Times says "Trump Again Promotes Use of Unproven Anti-Malaria Drug (hydroxychloroquine)." On Apr 06, a Democratic State Rep. Karen Whitsett from Detroit credits hydroxychloroquine and President Trump for "saving her in her battle with the coronavirus." On Apr 07, the US CDC removed the following part from its website.
Although optimal dosing and duration of hydroxychloroquine for treatment of COVID-19 are unknown, some U.S. clinicians have reported anecdotally different hydroxychloroquine dosing such as: 400mg BID on day one, then daily for 5 days; 400 mg BID on day one, then 200mg BID for 4 days; 600 mg BID on day one, then 400mg daily on days 2-5.
------------------------ ☞ If there were ever a time for people not to be partisan and tribal, the time has come: We need to be ever vigilant and attentive to all kinds of disinformation & misinformation to see it better as well as to be sharp in our lives. — We really do need to come together. ☞ At first, I was going to draw up a conspiracy theory-oriented list focused on Team-Z, especially Mr. Gates. However, although it's nothing new tbh, recently many chats and discussions seem overflowing with disinformation & misinformation which is, in my opinion, particularly painful at a time like this. Hence, this post became a vanilla list that's just recorded the notable events. — We all are subject to misinformation, miscalculation, and misjudgment. But the clearer the picture becomes the better we can identify Funkspiel. ------------------------ ☞ Immediate Aftermath pt.2.a ------------------------ ☞ Feasible Timeline of the Operation ------------------------ ☞ Go Back to the Short Story. ----
Getting breaking news stories / events in real-time?
Hi everyone: I'm trying to find a website that reports on big news stories in real-time and what is driving the markets in real-time. Case in point: today at ~2:50PM EST, news broke that the Moderna vaccine results have some problems with it. Stocks plunged between 2:55 PM and 3:00 PM. News sites reported on this vaccine news with 30-60 min lag, which is far too long if you're trying to daytrade aggressively.
How Do The Forex Signals Make Currency Trading Easier
Forex trading requires a lot of market research and study on regular basis. What makes it even more difficult to stay up-to-date to recent market updates is the fact that forex exchange markets are affected by minute global news and cues the traders receive from various parts of the world. Currency is a volatile element in trading, which makes it a risky, yet lucrative trading opportunity. There are various Automatic Forex Trading platforms that provide easy forex trading by spotting trading opportunities for the users and intimidating them on time. These automatic forex management systems also carry out all the market analysis on the trader's behalf and perform calculations and market research more effectively than a trader can do manually. Above all, most automated forex trading platforms are either available for free or on free trial basis. The user can subscribe to the paid features once he is satisfied with the free features, services and customer care of the service provider. Most of the automatic forex platforms provide free forex signal service that includes updating the traders about forex indicator, current currency quotes, currency pair comparisons, trading history and currency's past performance. All these factors are essentials for traders who wish to execute forex trading successfully. There are, however, some expert Forex Signal Provider services that make available latest market trends and updates on preferred currencies. Forex signal services are quite effective as they help the trader save a lot of time that is otherwise spent in watching the markets from close. Trading is one profession that doesn't even let you sleep because of anxiety and stress, but The Forex Signals make everything so easy when you know you have left the critical job to the experts who are keeping a watch on the markets for you. They keep you informed with recent updates that make some difference to your portfolio and you do not actually have to waste a lot of your precious time in market study and research. They have automated systems and programs that pick up the best trading opportunities based on the preferences mentioned by the usetrader and notify the trader about it though SMS or email, whichever is preferred by the user. Free forex updates come quite handy when is comes to accessibility and reaching out to the trader. Most traders do not believe in market updates but when the services come for free and turn out to be quite realistic when observed, many traders opt for top Forex Signal providers that are available online at nominal prices. There is one popular automated forex trading platform called i forex that not only provides automatic forex trading, but also sends out appropriate forex signal to the subscribers. There are many traders and investors who take up trading as a part-time occupation. Because they are stuck up with their job or business during working hours, it gets a little difficult to keep a market watch while the market is still open. This is when forex signals and automatic trading platforms come to play and help the traders in an extensive way.
A Short Story that Describes Imaginary Events and People of Worldwide Calamities and the Aftermath (the 2nd Edition)
The following story, all names, characters, and incidents portrayed in this post are fictitious. No identification with actual persons (living or deceased), places, buildings, and products is intended or should be inferred. However, the LINKS to real-life events and inspiring sources are placed here and there throughout the story. -------- Truth is the Only Light -------- INTRO ☞ [As of 2019] there are plenty of reasons to think the Chinese system will implode spectacularly without Japanese feeling the need to do a thing. — Peter Zaihan, Disunited Nations (Mar 03, 2020) It's apparent that two nations have been engaged in a high-stakes military & economy arms race. The current US admin has been hitting China with waves of tariffs, but that was merely a small part of what's actually going on.         On Oct 11, 2019, when they reached a tentative agreement for the first phase of a trade deal, the fact that China made the concession actually made my jaw drop. From where I sit, it was a worrisome scene. Aren't people saying, when challenging situations are bottled up, they will just grow and mutate into another terrible complications? Admittedly I was not certain how they are going to adhere to the agreement: It left most of the US tariffs (on China's exports) in place, and at the same time, came with an additional USD $200 Billion burden for China over the next two years. This agreement might seem a bit insignificant, but now China would need to purchase almost twice the size of the US products & services they did before the trade war began. With their current economic climate? I murmured, "No way." While watching Trump brag and boast around with said agreement, I expected China would soon come out and fling some improvised excuses in order to delay the document-signing process. It wouldn't be their first time. More importantly, even if China does so, there wouldn't be many (real) counterattack options left for the Trump admin during this year, the US presidential election year. Then, on Jan 16, 2020, the world’s two largest economies actually signed a partial trade agreement aimed at putting the brakes on an 18-month trade war. China would almost surely not sit down but come back to bite, I thought. Enter the worldwide chaos following so called the COVID-19 outbreak. -------- BACKGROUND ☞ Globalists have been heavily investing in China's economy and its components overseas. • Here are a couple of well known names: the Great Old One; George Soros; Koos Bekker; and Bill Gates. • For the sake of convenience, from here on, let's call these globalists, who are foreign investors in China's top tier state-owned/sponsored/controlled enterprises, Team-Z. • Team-Z has adopted big time lackeys like Henry Kissinger or small time ones like Larry Summers, Stephen Hadley, or Bill Browder as matchmakers to court Team-Z for China's top tier enterprises. When Israel's highest echelons chimed in, it has been through Israeli IT companies and the BRI projects. • Naturally, multinational investment banks have also been employed; such as Morgan Stanley, Goldman Sachs, Royal Bank of Scotland (RBS), UBS Group AG (formerly Union Bank of Switzerland), Blackstone Group, Canaccord Genuity, BlackRock, Hermitage, or Mirae Asset. ☞ Note: The Great Old One didn't use any matchmakers, something peasants would need. Because the Great Old One's power level is over 9000. • China's Shanghai clique used to keep the nation's state-sponsored enterprises under their firm grip: Enterprises such as Alibaba Group, Tencent, Baidu, Wanda Group, HNA Group, Anbang Group, Evergrande Group, CEFC Energy and Huawei, all of which Team-Z has massively invested in. • Here is how Shanghai clique and Team-Z, esp. Bill Gates, started to get together:[LINK] • However, in the name of anti-corruption campaign, Xi Jinping & his Princelings have been taking those businesses away from Shanghai clique's hand, and transforming those state-sponsored private enterprises into the state-owned enterprises, declaring the 國進民退 movement. • Slaying Shanghai clique's control =       • 國進民退 + Slaying Shanghai clique's control = [A] [B] [C] • Xi's reign didn't arrive today without challenges though: the BRI projects' poor outcome has frustrated Israel's great expectations. And since the US-China trade war has started, the problems of China's economic systems started to surface, not to mention China's economy has long been decaying. • Coupled with the US-China trade war, the current US admin has been trying to block Huawei from accessing the international financial systems that the US can influence, as well as the US banking systems. This is a good time to remind you again that Bill Gates has had a very close-knit relationship with Huawei. -------- TRADE WAR & INTERNET-BASED COMPANIES ☞ It's the trade war, but why were internet-based companies such as Tencent and Baidu suffering losses? Answer: The state-sponsored companies like Tencent, Baidu, or Huawei have heavily invested in international trade and commodity markets, which are easily influenced by aspects that IMF interest rates, the US sanctions, or trade war can create. Example: Let's say, Tencent invests in a Tehran-based ride-hailing company. Then, through said ride-hailing company, Tencent invests in Iran's petroleum industry. Now, China's most valuable IT company is in international petrochemical trade. The business is going to make great strides until the US imposes trade embargoes oand economic sanctions against Iran. -------- TL;DR China's economy going down = Team-Z losing an astronomical amount of money. ★ Wednesday, Sep 26, 2018 ★ "Gentlemen, you guys might want to do something before it's too bloody late, no? Hisspeechlast night was .... (sniggers) Mr. Gates, now is as good a time as any. Mr.Soros, hm, don't look at melikethat." ".... But," "Yes, Mr. Soros, yourHNAis going down, too. .... Ah,Schwarzmanxiansheng, we're very sorry to learn about Blackstone'sIran&SinopecChinasituation. So, we're guessing, you'd be happy to join Mr. Gates's operation, yes? Of course, We already contactedKissingerxiansheng. ....Okaythen,Gentlemen?" • Now you can take a guess why George Soros has recently been sending out confusing messages regarding Xi Jinping. • Wait, how about Wuhan Institute of Virology? Doesn't this story concern the COVID-19 outbreak? Is the Wuhan Institute also associated with Shanghai clique? Yes, indeed. Here's How Wuhan Institute of Virology and Shanghai Clique are related:[LINK] -------- EIGHT OBJECTIVES ☞ Calling for the tide to be turned, Team-Z and Shanghai clique started to devise the plan. The objectives are: ① By shutting down international trade, crashing world economy, and exploiting its aftermath, the plan should produce an outcome letting Team-Z earn back their loss from the trade war & the US sanctions, and collect additional profits from China's BRI projects & stock markets worldwide, including the US stock markets. • Don't forget this: This point number ① also concerns the developing nations on the BRI with the large deposits of natural resources that Team-Z has invested in through China. If everything comes together nicely, Team-Z will pick up trillions of dollars from those nations alone as if they are light as a feather. Ironically this will reinforce the BRI project governance and mitigate fraud & corruption risks inherent to the international development projects. ② By utilizing the aftermath in the US, a new US administration consisted of pro-Beijing personnels should be fostered at the 2020 election. In a worst-case scenario, the aftermath should be abused enough to make Robert Lighthizer to leave the admin. Mr. Mnuchin could stay. ③ Sometime next year, the phase one trade deal must be reassessed with the new US admin. The reassessment should help China take the upper-hand at the second phase trade talk. ④ The pandemic crisis should yield a situation which allows China to delay the payments for its state-firm offshore debts. With the point number ①, this will give China a breathing room to manage its steadily-fallen forex reserves. ⑤ Since their current turf (in China) is education industry & medical science industry, Shanghai clique will have no issue with earning hefty profits by managing China's export of medical equipments & health care products which can be supplied worldwide mainly by China. People in the west will bent the knees for the clique's support. ☞ Regarding Jiang Zemin's son and medical science industry in China [LINK] ⑥ The outcome should weaken Xi & his Princelings' political power considerably in favour of Shanghai clique & Team-Z. This will let Jiang's Shanghai clique (A) reclaim some of political status & business interest controls they have lost to Xi & his Princelings. • And once this point number ⑥, with the point number ② , is realized, it would be much easier for the clique to (B) recover their huge assets hidden overseas that the current US admin or Xi & his Princelings have frozen. ⑦ Combining good old bribery with sex, the outcome should support China to re-secure control over the US governors. Once the plan is executed successfully, those governors would desperately need solutions to local economic problems and unemployment. ⑧ Lastly, implementing an e-ID system in the US similar to Beijing's Alipay and WeChat could be the cherry on top of the operation's entire outcomes. Who's supporting such a system worldwide? None other than Microsoft and Rockefeller Foundation. ಠ_ಠ -------- OLD COMRADE BECOMES A NEW RECRUIT ☞ They were afraid more talents were needed. The main target was the world’s largest economy with the most powerful military capability, after all. They ended up asking Mr. Fridman to see Lord Putin about that. The old Vova was going through a lot nowadays, people said. It could be because his nation's energy business to Europeseems to be hitting wall after wall. He is said to have enough on his plate with no end in sight, so maybe he'll join. ★ Monday, Jan 15, 2018 ★ "(pours a drink for himself) I know, but. ... What would happen if Bashar falls? How long you think you can keep it up? .... Erdogan is many things (sniggers) but he's nevergentle. (sips his drink slowly) WhenBenji'sEastMed Pipeline starts to actively compete, then what? They got the Chinamoneynow. ....Vagitand his buddies will be very unhappy. You know that. Not great, Vova." "...." "Ah, you mean what are we going to do? Hm? Hm. I'll tell you what we're going to do. This time, we're going to bankrupt the US shale gas sector. Then, of course, we can maybe convince Benji to take their time with the pipeline. Perhaps for good. (sips his drink slowly) Don't worry, Vova, It'll work. You worry too much. We'll come out the other side stronger." "So, how long until they set it off? "Hahaa, yes. They'll soon put all things in place. While marching in place, they'll play the tune a couple of months before the next sochelnik." "Nearly 20 months to brace things here, then?" "(nod slowly in happiness) Hm. Оторви́сь там, оттопы́рься, Vova" -------- USEFUL IDIOTS ☞ When the directive came, these idiots answered claiming they would be gladly "on it." All in the name of rejuvenating China's economy without grasping the real objective prevailing throughout the entire operation. Thing is, they would never realize what they are to Team-Z & their Asian overlord until it’s too late. Who are they? It's A and B, not A or B: (A) the American corporations that are too big to fail and have suffered a considerable loss because of the US-China trade war. Among those corporations, (B) the ones that have been structured with massive interest-profit relationships in/with China. "We need China in order for the US as a nation to continue being prosper," they've been shouting. No surprise there, because they've enjoyed the strides of extraordinary profits over the years while the US middle class has continued to shrink. But, in 2019 when China's stock markets nosedived for the first time since 2015 and China's authorities in financial stability & resiliency fumbled their response; it wiped that smile off their face. Still, they'll keep behaving not to offend their Asian overlord, nonetheless. -------- PERFECT PLAN ☞ Many crucial components had to come into play all at once in order to cause World War I. If one of the components were missing or different, it is unlikely that the World War I as we know of could be produced. ① The US in 2019: Overbought bubbles + Over borrowed corporations ② The US in 2020: It's an Election Year. ③ Russia has been dumping US Treasuries for the past few years. ④ Russia has been hoarding golds as if they were recreating Inca Empire. ⑤ China in 2019: Immense & long term financial troubles has started to surface. ⑥ China in 2020: The phase-one deal has been signed; leaving most of tariffs on China intact and adding another $200 Billion burden for China. ⑦ Team-Z sets up a situation in the US where some event(s) would freeze the US supply chains & demand for the next three to ten months. • Just like the 9/11, the event will be initiated at the clique's own region. However, unlike in China, the US will report multiple epicentres simultaneously. • And the CDC and the US medical task force will carry on with a number of sabotage acts, to secure enough time for the infected yet untested in those US epicentres to spread plenty.    • Here's a feasible timeline of the operation. ⑧ Then, the BOOM: Team-Z (a) manipulates the markets to make sure MM will have liquidity concerns (b) when they need it most. The (c) bottomed out oil price will be an enforcement, which will also wreck the US energy sector as a kicker. The (d) WHO will also join as a disinformation campaign office. • Then a couple of big name investment managers will lead a movement that (will try to) bring back foreign money back to China.   • Meanwhile, in US, the disinformation campaign will continue to be pushed until the second wave of attack arrives. -------- MEASURABLE SHORT-TERM OUTCOME ☞ We're now going through World War III. The global structure laid down by World War II had been shaken by globalization and the rise of China. This pandemic event will shock the structure further. Human history will be divided into Before 2021 and After 2021. ① Outcome pt. 1: Immediate Aftermath [pt.1] [pt.2] ② Outcome pt. 2: The US economy goes deep dive along with world economy, and the only thing Team-Z has to do is to exploit the aftermath which has been thoroughly calculated and eagerly anticipated. — Favoured assessment: There won't be a V curve ever, unless drastic measures taken within the timeframe of four months. Unprecedented market crash, the rapid unemployment acceleration because of the supply-chain shut down, and the near-death security which in turn forces consumer confidence to plummet. We're looking at a super long L shape curve unless the US prepares fast for the second wave of their asymmetric warfare. ③ Outcome pt. 3: Arguably the most important outcome. — Because of the unprecedented shutdown of international trade, the nations heavily rely on exporting natural resources will face the extreme financial threats. What if some of those are emerging markets AND massively in debt to China? What do you think China would do to said nations while the aftermath is hitting the globe hard? [PDF] Something comparable to Latin American Debt Crisis will happen. ④ Outcome pt. 4: Not that significant compared to the others but still notable outcome. — The world will need Shanghai clique's help to get medical products and equipments. -------- WHAT'S NEXT? ☞ Several analysts have discussed off the record that next it'd be a proxy warfare not using armed conflicts but with spreading a galaxy of counterfeit-currency across every possible channels. Coincidently, on Dec 13, 2017, Business Insider reported in an article "A $100 counterfeit 'supernote' found in South Korea could have been made in North Korea" that:
"It was the first of a new kind of supernote ever found in the world," Lee Ho-Joong, head of KEB Hana Bank's anti-counterfeit centre told Agence France-Presse.
Reporting the same news, The Telegraph published an article on Dec 11, 2017:
"It seems that whoever printed these supernotes has the facilities and high level of technology matching that of a government", said Lee Ho-jung, a bank spokesman from KEB Hana Bank in South Korea. "They are made with special ink that changes colour depending on the angle, patterned paper and Intaglio printing that gives texture to the surface of a note".
Heyo folks! Want to get off the COVID-19 news cycle? Hop onto the Parachute express. Here’s your week at Parachute + partners (20 Mar - 26 Mar'20): Doc Vic hosted a CoD Mobile Battle Royale in the Parachute War Zone while Alejandro hosted a gun mode flash game followed by a free for all flash game. The PAR4PAR raffle continues too. Get on in the action to win some cool $PAR just for HODLing. Afful held a trivia in TTR for 1k $PAR in prizes per question. While Gamerboy’s history trivia in tiproom was a ton of fun, Charlotte’s math quiz bamboozled everyone. Foo held a blink-and-you-miss Parena this week. Gian’s Two-for-Tuesday was a welcome respite in these testing times with Parachuters invited to post music from their home countries. Sebastian, like always, was a Godsend for setting up a playlist of all the posts. For #wholesomewed, Parachuters looked for "the most ridiculous item for sale of Amazon". Haha! The wackiest #wholesomewed entries from Streamr, Franklin and Christian (L-R) Click here to watch this week’s aXpire update video. For the weekly token burn, 20k $AXPR was sent to the Ethereum Genesis Address. 2gether has observed a 236% rise in crypto purchases during the COVID-19 crisis period. Results of these findings were published on Cointelegraph as well as shared in a video by YouTuber Tiziano Tridico. Bounty0x Telegram community members were in for a treat this week. The project partnered with Unstoppable Domains to offer a free .crypto domain to everybody who followed the instructions here. Switch published their latest product update this week. Click here to read about Fantom’s views on regulations and expansion plans in Korea. The latest technical update was published as well. Following the project’s partnership with Band Protocol which was announced last week, the two teams got together for an AMA this week. Plus, congrats on reaching 1Bn staked $FTM! A brand new API was released so that it could keep up with the chain followed by the release of its chain explorer – Fantom Vision. Uptrennd founder Jeff Kirdeikis hosted a community AMA to take feedback on how to improve the platform. Jeff also wrote about the markets and how they have affected Uptrennd amidst the COVID-19 situation. And congrats on the merch shop. Get your Uptrennd gear, folks! Digibyte won the public vote which started last week to select a project for a free free review + marketing package from Uptrennd. The report will be published next week. Entries for the Article of the Month contest ended this week with a public vote to adjudge the best. CyberFM suspended all On-Air advertising this week to be replaced by public service announcements and free advertising for small local businesses. That is a big jump indeed Harmony’s #pow thread is a detailed summry of the individual-level work of all team members over the last week. The weekly video digest can be seen here. The crew also conducted a meetup over Zoom this week. Validators, delegators and stakers have their own chat room now as well. The winners of the $ONE trading competition on ViteX started few weeks back were announced this week. Privacy protocol Suterusu partnered with Harmony to add new privacy features to the $ONE blockchain. $ONE got listed on SimpleSwap. Mainnet swap was completed on HitBTC. Did you know it would less than a minute to recover your node after a network hard reset? Check out this video to see for yourself. Plus, a demo of how cheap a transaction can be showed you could do almost a thousand transactions with 1 $ONE. The project also joined hands with several other blockchain companies to contribute computing power for COVID-19 research through BOINC Network. Intellishare announced a deadline (24 Apr’20) with withdraw all funds from their website to prepare for an upgrade. GET Protocol CEO Maarten Bloemers wrote penned his thoughts on the present COVID-19 crisis and how the platform is coping with it. Despite the lockdown, the team’s “spirits” continue to remain high. Get it, get it? Haha. As the Q1 2020 burn report gets close, the community got together to guess the burn amount to win some cool $GET tokens. THE $COTI top management were invited by Cardano this week to talk about payment networks. Following the claim reward option released last week, the unstake option was also made available to stakers on the mainnet wallet starting this week. A new upgrade was made to the transaction distribution algorithm to ensure fair chance to all participating nodes in the network. For the latest project status report, click here. Plus, congratulations on the new funding round. $ETH HODLers, you might want to check your wallets. DoYourTip airdropped 20 $DYT tokens to each wallet that held some ParJar supported tokens this week. New unstake option in the COTI mainnet wallet This week’s District0x Dapp Digest had former professional basketball player and founder of DAOhub Auryn Macmillan as an interviewee. The District Weekly covers the last 7 days in the District0xverse. Hydrogen announced an integration with KYC provider Trulioo this week. The project was also mentioned in a Forbes article listing fintechs that were offering free technology in the COVID-19 crisis. Thinking of building a fintech app? The crew explained what it takes to make one in their latest blog post. Crypto chartist Stacking USD announced a partnership with Sentivate where he will be creating curated $SNTVT-focused content. Still haven’t seen Sentivate’s social site? Check out the FAQs to learn more. BitForex partnered with Mycro to have their latest campaign on the Mycro Hunter App. SelfKey joined Blockfolio Signal this week. This allows them to share project updates as notifications with Blockfolio users. How could COVID-19 affect your data security? Read all about it in SelfKey’s latest blog post. Plus, tips for WFH (Work From Home) during the lockdown. WhiteBIT was added to the exchange marketplace this week. The team also answered some FAQs on the $KEY token and tokenomics. Additionally, the team wrote about how China’s Social Credit System would mean for the digital identity ecosystem. KuCoin announced support for Constellation’s $DAG mainnet swap. CEO Ben Jorgensen also shared some updates on the swap and onboarding node operators. Owing to the COVID-19 lockdowns, Wibson crew attended this week’s Ethereum Buenos Aires meetup on Zoom. And with that, it’s a close for this week at Parachute! See you again with another update. Bye for now!
https://preview.redd.it/gp18bjnlabr41.jpg?width=768&format=pjpg&auto=webp&s=6054e7f52e8d52da403016139ae43e0e799abf15 Download PDF of this article here:https://docdro.id/6eLgUPo In light of the recent fall in oil prices due to the Saudi-Russian dispute and dampening demand for oil due to the lockdowns implemented globally, O&G stocks have taken a severe beating, falling approximately 50% from their highs at the beginning of the year. Not spared from this onslaught is Hibiscus Petroleum Berhad (Hibiscus), a listed oil and gas (O&G) exploration and production (E&P) company. Why invest in O&G stocks in this particularly uncertain period? For one, valuations of these stocks have fallen to multi-year lows, bringing the potential ROI on these stocks to attractive levels. Oil prices are cyclical, and are bound to return to the mean given a sufficiently long time horizon. The trick is to find those companies who can survive through this downturn and emerge into “normal” profitability once oil prices rebound. In this article, I will explore the upsides and downsides of investing in Hibiscus. I will do my best to cater this report to newcomers to the O&G industry – rather than address exclusively experts and veterans of the O&G sector. As an equity analyst, I aim to provide a view on the company primarily, and will generally refrain from providing macro views on oil or opinions about secular trends of the sector. I hope you enjoy reading it! Stock code: 5199.KL Stock name: Hibiscus Petroleum Berhad Financial information and financial reports: https://www.malaysiastock.biz/Corporate-Infomation.aspx?securityCode=5199 Company website: https://www.hibiscuspetroleum.com/
Hibiscus Petroleum Berhad (5199.KL) is an oil and gas (O&G) upstream exploration and production (E&P) company located in Malaysia. As an E&P company, their business can be basically described as: · looking for oil, · drawing it out of the ground, and · selling it on global oil markets. This means Hibiscus’s profits are particularly exposed to fluctuating oil prices. With oil prices falling to sub-$30 from about $60 at the beginning of the year, Hibiscus’s stock price has also fallen by about 50% YTD – from around RM 1.00 to RM 0.45 (as of 5 April 2020). https://preview.redd.it/3dqc4jraabr41.png?width=641&format=png&auto=webp&s=7ba0e8614c4e9d781edfc670016a874b90560684 https://preview.redd.it/lvdkrf0cabr41.png?width=356&format=png&auto=webp&s=46f250a713887b06986932fa475dc59c7c28582e While the company is domiciled in Malaysia, its two main oil producing fields are located in both Malaysia and the UK. The Malaysian oil field is commonly referred to as the North Sabah field, while the UK oil field is commonly referred to as the Anasuria oil field. Hibiscus has licenses to other oil fields in different parts of the world, notably the Marigold/Sunflower oil fields in the UK and the VIC cluster in Australia, but its revenues and profits mainly stem from the former two oil producing fields. Given that it’s a small player and has only two primary producing oil fields, it’s not surprising that Hibiscus sells its oil to a concentrated pool of customers, with 2 of them representing 80% of its revenues (i.e. Petronas and BP). Fortunately, both these customers are oil supermajors, and are unlikely to default on their obligations despite low oil prices. At RM 0.45 per share, the market capitalization is RM 714.7m and it has a trailing PE ratio of about 5x. It doesn’t carry any debt, and it hasn’t paid a dividend in its listing history. The MD, Mr. Kenneth Gerard Pereira, owns about 10% of the company’s outstanding shares.
Reserves (Total recoverable oil) & Production (bbl/day)
To begin analyzing the company, it’s necessary to understand a little of the industry jargon. We’ll start with Reserves and Production. In general, there are three types of categories for a company’s recoverable oil volumes – Reserves, Contingent Resources and Prospective Resources. Reserves are those oil fields which are “commercial”, which is defined as below: As defined by the SPE PRMS,Reservesare “… quantities of petroleum anticipated to be commercially recoverable by application of development projects to known accumulations from a given date forward under defined conditions.” Therefore, Reserves must be discovered (by drilling, recoverable (with current technology), remaining in the subsurface (at the effective date of the evaluation) and “commercial” based on the development project proposed.) Note that Reserves are associated with development projects. To be considered as “commercial”, there must be a firm intention to proceed with the project in a reasonable time frame (typically 5 years, and such intention must be based upon all of the following criteria:) - A reasonable assessment of the future economics of the development project meeting defined investment and operating criteria;- A reasonable expectation that there will be a market for all or at least the expected sales quantities of production required to justify development;- Evidence that the necessary production and transportation facilities are available or can be made available; and- Evidence that legal, contractual, environmental and other social and economic concerns will allow for the actual implementation of the recovery project being evaluated. Contingent Resources and Prospective Resources are further defined as below: -Contingent Resources: potentially recoverable volumes associated with a development plan that targets discovered volumes but is not (yet commercial (as defined above); and)-Prospective Resources: potentially recoverable volumes associated with a development plan that targets as yet undiscovered volumes. In the industry lingo, we generally refer to Reserves as ‘P’ and Contingent Resources as ‘C’. These ‘P’ and ‘C’ resources can be further categorized into 1P/2P/3P resources and 1C/2C/3C resources, each referring to a low/medium/high estimate of the company’s potential recoverable oil volumes: - Low/1C/1P estimate: there should be reasonable certainty that volumes actually recovered will equal or exceed the estimate;- Best/2C/2P estimate: there should be an equal likelihood of the actual volumes of petroleum being larger or smaller than the estimate; and- High/3C/3P estimate: there is a low probability that the estimate will be exceeded. Hence in the E&P industry, it is easy to see why most investors and analysts refer to the 2P estimate as the best estimate for a company’s actual recoverable oil volumes. This is because 2P reserves (‘2P’ referring to ‘Proved and Probable’) are a middle estimate of the recoverable oil volumes legally recognized as “commercial”. However, there’s nothing stopping you from including 2C resources (riskier) or utilizing 1P resources (conservative) as your estimate for total recoverable oil volumes, depending on your risk appetite. In this instance, the company has provided a snapshot of its 2P and 2C resources in its analyst presentation: https://preview.redd.it/o8qejdyc8br41.png?width=710&format=png&auto=webp&s=b3ab9be8f83badf0206adc982feda3a558d43e78 Basically, what the company is saying here is that by 2021, it will have classified as 2P reserves at least 23.7 million bbl from its Anasuria field and 20.5 million bbl from its North Sabah field – for total 2P reserves of 44.2 million bbl (we are ignoring the Australian VIC cluster as it is only estimated to reach first oil by 2022). Furthermore, the company is stating that they have discovered (but not yet legally classified as “commercial”) a further 71 million bbl of oil from both the Anasuria and North Sabah fields, as well as the Marigold/Sunflower fields. If we include these 2C resources, the total potential recoverable oil volumes could exceed 100 million bbl. In this report, we shall explore all valuation scenarios giving consideration to both 2P and 2C resources. https://preview.redd.it/gk54qplf8br41.png?width=489&format=png&auto=webp&s=c905b7a6328432218b5b9dfd53cc9ef1390bd604 The company further targets a 2021 production rate of 20,000 bbl (LTM: 8,000 bbl), which includes 5,000 bbl from its Anasuria field (LTM: 2,500 bbl) and 7,000 bbl from its North Sabah field (LTM: 5,300 bbl). This is a substantial increase in forecasted production from both existing and prospective oil fields. If it materializes, annual production rate could be as high as 7,300 mmbbl, and 2021 revenues (given FY20 USD/bbl of $60) could exceed RM 1.5 billion (FY20: RM 988 million). However, this targeted forecast is quite a stretch from current production levels. Nevertheless, we shall consider all provided information in estimating a valuation for Hibiscus. To understand Hibiscus’s oil production capacity and forecast its revenues and profits, we need to have a better appreciation of the performance of its two main cash-generating assets – the North Sabah field and the Anasuria field. North Sabah oil field https://preview.redd.it/62nssexj8br41.png?width=1003&format=png&auto=webp&s=cd78f86d51165fb9a93015e49496f7f98dad64dd Hibiscus owns a 50% interest in the North Sabah field together with its partner Petronas, and has production rights over the field up to year 2040. The asset contains 4 oil fields, namely the St Joseph field, South Furious field, SF 30 field and Barton field. For the sake of brevity, we shall not delve deep into the operational aspects of the fields or the contractual nature of its production sharing contract (PSC). We’ll just focus on the factors which relate to its financial performance. These are: · Average uptime · Total oil sold · Average realized oil price · Average OPEX per bbl With regards to average uptime, we can see that the company maintains relative high facility availability, exceeding 90% uptime in all quarters of the LTM with exception of Jul-Sep 2019. The dip in average uptime was due to production enhancement projects and maintenance activities undertaken to improve the production capacity of the St Joseph and SF30 oil fields. Hence, we can conclude that management has a good handle on operational performance. It also implies that there is little room for further improvement in production resulting from increased uptime. As North Sabah is under a production sharing contract (PSC), there is a distinction between gross oil production and net oil production. The former relates to total oil drawn out of the ground, whereas the latter refers to Hibiscus’s share of oil production after taxes, royalties and expenses are accounted for. In this case, we want to pay attention to net oil production, not gross. We can arrive at Hibiscus’s total oil sold for the last twelve months (LTM) by adding up the total oil sold for each of the last 4 quarters. Summing up the figures yields total oil sold for the LTM of approximately 2,075,305 bbl. Then, we can arrive at an average realized oil price over the LTM by averaging the average realized oil price for the last 4 quarters, giving us an average realized oil price over the LTM of USD 68.57/bbl. We can do the same for average OPEX per bbl, giving us an average OPEX per bbl over the LTM of USD 13.23/bbl. Thus, we can sum up the above financial performance of the North Sabah field with the following figures: · Total oil sold: 2,075,305 bbl · Average realized oil price: USD 68.57/bbl · Average OPEX per bbl: USD 13.23/bbl Anasuria oil field https://preview.redd.it/586u4kfo8br41.png?width=1038&format=png&auto=webp&s=7580fc7f7df7e948754d025745a5cf47d4393c0f Doing the same exercise as above for the Anasuria field, we arrive at the following financial performance for the Anasuria field: · Total oil sold: 1,073,304 bbl · Average realized oil price: USD 63.57/bbl · Average OPEX per bbl: USD 23.22/bbl As gas production is relatively immaterial, and to be conservative, we shall only consider the crude oil production from the Anasuria field in forecasting revenues.
Valuation (Method 1)
Putting the figures from both oil fields together, we get the following data: https://preview.redd.it/7y6064dq8br41.png?width=700&format=png&auto=webp&s=2a4120563a011cf61fc6090e1cd5932602599dc2 Given that we have determined LTM EBITDA of RM 632m, the next step would be to subtract ITDA (interest, tax, depreciation & amortization) from it to obtain estimated LTM Net Profit. Using FY2020’s ITDA of approximately RM 318m as a guideline, we arrive at an estimated LTM Net Profit of RM 314m (FY20: 230m). Given the current market capitalization of RM 714.7m, this implies a trailing LTM PE of 2.3x. Performing a sensitivity analysis given different oil prices, we arrive at the following net profit table for the company under different oil price scenarios, assuming oil production rate and ITDA remain constant: https://preview.redd.it/xixge5sr8br41.png?width=433&format=png&auto=webp&s=288a00f6e5088d01936f0217ae7798d2cfcf11f2 From the above exercise, it becomes apparent that Hibiscus has a breakeven oil price of about USD 41.8863/bbl, and has a lot of operating leverage given the exponential rate of increase in its Net Profit with each consequent increase in oil prices. Considering that the oil production rate (EBITDA) is likely to increase faster than ITDA’s proportion to revenues (fixed costs), at an implied PE of 4.33x, it seems likely that an investment in Hibiscus will be profitable over the next 10 years (with the assumption that oil prices will revert to the mean in the long-term).
Valuation (Method 2)
Of course, there are a lot of assumptions behind the above method of valuation. Hence, it would be prudent to perform multiple methods of valuation and compare the figures to one another. As opposed to the profit/loss assessment in Valuation (Method 1), another way of performing a valuation would be to estimate its balance sheet value, i.e. total revenues from 2P Reserves, and assign a reasonable margin to it. https://preview.redd.it/o2eiss6u8br41.png?width=710&format=png&auto=webp&s=03960cce698d9cedb076f3d5f571b3c59d908fa8 From the above, we understand that Hibiscus’s 2P reserves from the North Sabah and Anasuria fields alone are approximately 44.2 mmbbl (we ignore contribution from Australia’s VIC cluster as it hasn’t been developed yet). Doing a similar sensitivity analysis of different oil prices as above, we arrive at the following estimated total revenues and accumulated net profit: https://preview.redd.it/h8hubrmw8br41.png?width=450&format=png&auto=webp&s=6d23f0f9c3dafda89e758b815072ba335467f33e Let’s assume that the above average of RM 9.68 billion in total realizable revenues from current 2P reserves holds true. If we assign a conservative Net Profit margin of 15% (FY20: 23%; past 5 years average: 16%), we arrive at estimated accumulated Net Profit from 2P Reserves ofRM 1.452 billion. Given the current market capitalization of RM 714 million, we might be able to say that the equity is worth about twice the current share price. However, it is understandable that some readers might feel that the figures used in the above estimate (e.g. net profit margin of 15%) were randomly plucked from the sky. So how do we reconcile them with figures from the financial statements? Fortunately, there appears to be a way to do just that. Intangible Assets I refer you to a figure in the financial statements which provides a shortcut to the valuation of 2P Reserves. This is the carrying value of Intangible Assets on the Balance Sheet. As of 2QFY21, that amount was RM 1,468,860,000 (i.e. RM 1.468 billion). https://preview.redd.it/hse8ttb09br41.png?width=881&format=png&auto=webp&s=82e48b5961c905fe9273cb6346368de60202ebec Quite coincidentally, one might observe that this figure is dangerously close to the estimated accumulated Net Profit from 2P Reserves of RM 1.452 billion we calculated earlier. But why would this amount matter at all? To answer that, I refer you to the notes of the Annual Report FY20 (AR20). On page 148 of the AR20, we find the following two paragraphs: E&E assets comprise of rights and concession and conventional studies. Following the acquisition of a concession right to explore a licensed area, the costs incurred such as geological and geophysical surveys, drilling, commercial appraisal costs and other directly attributable costs of exploration and appraisal including technical and administrative costs, are capitalised as conventional studies, presented as intangible assets. E&E assets are assessed for impairment when facts and circumstances suggest that the carrying amount of an E&E asset may exceed its recoverable amount. The Group will allocate E&E assets to cash generating unit (“CGU”s or groups of CGUs for the purpose of assessing such assets for impairment. Each CGU or group of units to which an E&E asset is allocated will not be larger than an operating segment as disclosed in Note 39 to the financial statements.) Hence, we can determine that firstly, the intangible asset value represents capitalized costs of acquisition of the oil fields, including technical exploration costs and costs of acquiring the relevant licenses. Secondly, an impairment review will be carried out when “the carrying amount of an E&E asset may exceed its recoverable amount”, with E&E assets being allocated to “cash generating units” (CGU) for the purposes of assessment. On page 169 of the AR20, we find the following: Carrying amounts of the Group’s intangible assets, oil and gas assets and FPSO are reviewed for possible impairment annually including any indicators of impairment. For the purpose of assessing impairment, assets are grouped at the lowest level CGUs for which there is a separately identifiable cash flow available. These CGUs are based on operating areas, represented by the 2011 North Sabah EOR PSC (“North Sabah”, the Anasuria Cluster, the Marigold and Sunflower fields, the VIC/P57 exploration permit (“VIC/P57”) and the VIC/L31 production license (“VIC/L31”).) So apparently, the CGUs that have been assigned refer to the respective oil producing fields, two of which include the North Sabah field and the Anasuria field. In order to perform the impairment review, estimates of future cash flow will be made by management to assess the “recoverable amount” (as described above), subject to assumptions and an appropriate discount rate. Hence, what we can gather up to now is that management will estimate future recoverable cash flows from a CGU (i.e. the North Sabah and Anasuria oil fields), compare that to their carrying value, and perform an impairment if their future recoverable cash flows are less than their carrying value. In other words, if estimated accumulated profits from the North Sabah and Anasuria oil fields are less than their carrying value, an impairment is required. So where do we find the carrying values for the North Sabah and Anasuria oil fields? Further down on page 184 in the AR20, we see the following: Included in rights and concession are the carrying amounts of producing field licenses in the Anasuria Cluster amounting to RM668,211,518 (2018: RM687,664,530, producing field licenses in North Sabah amounting to RM471,031,008 (2018: RM414,333,116)) Hence, we can determine that the carrying values for the North Sabah and Anasuria oil fields are RM 471m and RM 668m respectively. But where do we find the future recoverable cash flows of the fields as estimated by management, and what are the assumptions used in that calculation? Fortunately, we find just that on page 185: 17 INTANGIBLE ASSETS (CONTINUED) (a Anasuria Cluster) The Directors have concluded that there is no impairment indicator for Anasuria Cluster during the current financial year. In the previous financial year, due to uncertainties in crude oil prices, the Group has assessed the recoverable amount of the intangible assets, oil and gas assets and FPSO relating to the Anasuria Cluster. The recoverable amount is determined using the FVLCTS model based on discounted cash flows (“DCF” derived from the expected cash in/outflow pattern over the production lives.) The key assumptions used to determine the recoverable amount for the Anasuria Cluster were as follows: (i Discount rate of 10%;) (ii Future cost inflation factor of 2% per annum;) (iii Oil price forecast based on the oil price forward curve from independent parties; and,) (iv Oil production profile based on the assessment by independent oil and gas reserve experts.) Based on the assessments performed, the Directors concluded that the recoverable amount calculated based on the valuation model is higher than the carrying amount. (b North Sabah) The acquisition of the North Sabah assets was completed in the previous financial year. Details of the acquisition are as disclosed in Note 15 to the financial statements. The Directors have concluded that there is no impairment indicator for North Sabah during the current financial year. Here, we can see that the recoverable amount of the Anasuria field was estimated based on a DCF of expected future cash flows over the production life of the asset. The key assumptions used by management all seem appropriate, including a discount rate of 10% and oil price and oil production estimates based on independent assessment. From there, management concludes that the recoverable amount of the Anasuria field is higher than its carrying amount (i.e. no impairment required). Likewise, for the North Sabah field. How do we interpret this? Basically, what management is saying is that given a 10% discount rate and independent oil price and oil production estimates, the accumulated profits (i.e. recoverable amount) from both the North Sabah and the Anasuria fields exceed their carrying amounts of RM 471m and RM 668m respectively. In other words, according to management’s own estimates, the carrying value of the Intangible Assets of RM 1.468 billionapproximates the accumulated Net Profit recoverable from 2P reserves. To conclude Valuation (Method 2), we arrive at the following:
Accumulated Net Profit from 2P Reserves
RM 1.452 billion
RM 1.468 billion
By now, we have established the basic economics of Hibiscus’s business, including its revenues (i.e. oil production and oil price scenarios), costs (OPEX, ITDA), profitability (breakeven, future earnings potential) and balance sheet value (2P reserves, valuation). Moving on, we want to gain a deeper understanding of the 3 statements to anticipate any blind spots and risks. We’ll refer to the financial statements of both the FY20 annual report and the 2Q21 quarterly report in this analysis. For the sake of brevity, I’ll only point out those line items which need extra attention, and skip over the rest. Feel free to go through the financial statements on your own to gain a better familiarity of the business. https://preview.redd.it/h689bss79br41.png?width=810&format=png&auto=webp&s=ed47fce6a5c3815dd3d4f819e31f1ce39ccf4a0b Income Statement First, we’ll start with the Income Statement on page 135 of the AR20. Revenues are straightforward, as we’ve discussed above. Cost of Sales and Administrative Expenses fall under the jurisdiction of OPEX, which we’ve also seen earlier. Other Expenses are mostly made up of Depreciation & Amortization of RM 115m. Finance Costs are where things start to get tricky. Why does a company which carries no debt have such huge amounts of finance costs? The reason can be found in Note 8, where it is revealed that the bulk of finance costs relate to the unwinding of discount of provision for decommissioning costs of RM 25m (Note 32). https://preview.redd.it/4omjptbe9br41.png?width=1019&format=png&auto=webp&s=eaabfc824134063100afa62edfd36a34a680fb60 This actually refers to the expected future costs of restoring the Anasuria and North Sabah fields to their original condition once the oil reserves have been depleted. Accounting standards require the company to provide for these decommissioning costs as they are estimable and probable. The way the decommissioning costs are accounted for is the same as an amortized loan, where the initial carrying value is recognized as a liability and the discount rate applied is reversed each year as an expense on the Income Statement. However, these expenses are largely non-cash in nature and do not necessitate a cash outflow every year (FY20: RM 69m). Unwinding of discount on non-current other payables of RM 12m relate to contractual payments to the North Sabah sellers. We will discuss it later. Taxation is another tricky subject, and is even more significant than Finance Costs at RM 161m. In gist, Hibiscus is subject to the 38% PITA (Petroleum Income Tax Act) under Malaysian jurisdiction, and the 30% Petroleum tax + 10% Supplementary tax under UK jurisdiction. Of the RM 161m, RM 41m of it relates to deferred tax which originates from the difference between tax treatment and accounting treatment on capitalized assets (accelerated depreciation vs straight-line depreciation). Nonetheless, what you should take away from this is that the tax expense is a tangible expense and material to breakeven analysis. Fortunately, tax is a variable expense, and should not materially impact the cash flow of Hibiscus in today’s low oil price environment. Note: Cash outflows for Tax Paid in FY20 was RM 97m, substantially below the RM 161m tax expense. https://preview.redd.it/1xrnwzm89br41.png?width=732&format=png&auto=webp&s=c078bc3e18d9c79d9a6fbe1187803612753f69d8 Balance Sheet The balance sheet of Hibiscus is unexciting; I’ll just bring your attention to those line items which need additional scrutiny. I’ll use the figures in the latest 2Q21 quarterly report (2Q21) and refer to the notes in AR20 for clarity. We’ve already discussed Intangible Assets in the section above, so I won’t dwell on it again. Moving on, the company has Equipment of RM 582m, largely relating to O&G assets (e.g. the Anasuria FPSO vessel and CAPEX incurred on production enhancement projects). Restricted cash and bank balances represent contractual obligations for decommissioning costs of the Anasuria Cluster, and are inaccessible for use in operations. Inventories are relatively low, despite Hibiscus being an E&P company, so forex fluctuations on carrying value of inventories are relatively immaterial. Trade receivables largely relate to entitlements from Petronas and BP (both oil supermajors), and are hence quite safe from impairment. Other receivables, deposits and prepayments are significant as they relate to security deposits placed with sellers of the oil fields acquired; these should be ignored for cash flow purposes. Note: Total cash and bank balances do not include approximately RM 105 m proceeds from the North Sabah December 2019 offtake (which was received in January 2020) Cash and bank balances of RM 90m do not include RM 105m of proceeds from offtake received in 3Q21 (Jan 2020). Hence, the actual cash and bank balances as of 2Q21 approximate RM 200m. Liabilities are a little more interesting. First, I’ll draw your attention to the significant Deferred tax liabilities of RM 457m. These largely relate to the amortization of CAPEX (i.e. Equipment and capitalized E&E expenses), which is given an accelerated depreciation treatment for tax purposes. The way this works is that the government gives Hibiscus a favorable tax treatment on capital expenditures incurred via an accelerated depreciation schedule, so that the taxable income is less than usual. However, this leads to the taxable depreciation being utilized quicker than accounting depreciation, hence the tax payable merely deferred to a later period – when the tax depreciation runs out but accounting depreciation remains. Given the capital intensive nature of the business, it is understandable why Deferred tax liabilities are so large. We’ve discussed Provision for decommissioning costs under the Finance Costs section earlier. They are also quite significant at RM 266m. Notably, the Other Payables and Accruals are a hefty RM 431m. What do they relate to? Basically, they are contractual obligations to the sellers of the oil fields which are only payable upon oil prices reaching certain thresholds. Hence, while they are current in nature, they will only become payable when oil prices recover to previous highs, and are hence not an immediate cash outflow concern given today’s low oil prices. Cash Flow Statement There is nothing in the cash flow statement which warrants concern. Notably, the company generated OCF of approximately RM 500m in FY20 and RM 116m in 2Q21. It further incurred RM 330m and RM 234m of CAPEX in FY20 and 2Q21 respectively, largely owing to production enhancement projects to increase the production rate of the Anasuria and North Sabah fields, which according to management estimates are accretive to ROI. Tax paid was RM 97m in FY20 and RM 61m in 2Q21 (tax expense: RM 161m and RM 62m respectively).
There are a few obvious and not-so-obvious risks that one should be aware of before investing in Hibiscus. We shall not consider operational risks (e.g. uptime, OPEX) as they are outside the jurisdiction of the equity analyst. Instead, we shall focus on the financial and strategic risks largely outside the control of management. The main ones are: · Oil prices remaining subdued for long periods of time · Fluctuation of exchange rates · Customer concentration risk · 2P Reserves being less than estimated · Significant current and non-current liabilities · Potential issuance of equity Oil prices remaining subdued Of topmost concern in the minds of most analysts is whether Hibiscus has the wherewithal to sustain itself through this period of low oil prices (sub-$30). A quick and dirty estimate of annual cash outflow (i.e. burn rate) assuming a $20 oil world and historical production rates is between RM 50m-70m per year, which considering the RM 200m cash balance implies about 3-4 years of sustainability before the company runs out of cash and has to rely on external assistance for financing. Table 1: Hibiscus EBITDA at different oil price and exchange rates https://preview.redd.it/gxnekd6h9br41.png?width=670&format=png&auto=webp&s=edbfb9621a43480d11e3b49de79f61a6337b3d51 The above table shows different EBITDA scenarios (RM ‘m) given different oil prices (left column) and USD:MYR exchange rates (top row). Currently, oil prices are $27 and USD:MYR is 1:4.36. Given conservative assumptions of average OPEX/bbl of $20 (current: $15), we can safely say that the company will be loss-making as long as oil remains at $20 or below (red). However, we can see that once oil prices hit $25, the company can tank the lower-end estimate of the annual burn rate of RM 50m (orange), while at RM $27 it can sufficiently muddle through the higher-end estimate of the annual burn rate of RM 70m (green). Hence, we can assume that as long as the average oil price over the next 3-4 years remains above $25, Hibiscus should come out of this fine without the need for any external financing. Customer Concentration Risk With regards to customer concentration risk, there is not much the analyst or investor can do except to accept the risk. Fortunately, 80% of revenues can be attributed to two oil supermajors (Petronas and BP), hence the risk of default on contractual obligations and trade receivables seems to be quite diminished. 2P Reserves being less than estimated 2P Reserves being less than estimated is another risk that one should keep in mind. Fortunately, the current market cap is merely RM 714m – at half of estimated recoverable amounts of RM 1.468 billion – so there’s a decent margin of safety. In addition, there are other mitigating factors which shall be discussed in the next section (‘Opportunities’). Significant non-current and current liabilities The significant non-current and current liabilities have been addressed in the previous section. It has been determined that they pose no threat to immediate cash flow due to them being long-term in nature (e.g. decommissioning costs, deferred tax, etc). Hence, for the purpose of assessing going concern, their amounts should not be a cause for concern. Potential issuance of equity Finally, we come to the possibility of external financing being required in this low oil price environment. While the company should last 3-4 years on existing cash reserves, there is always the risk of other black swan events materializing (e.g. coronavirus) or simply oil prices remaining muted for longer than 4 years. Furthermore, management has hinted that they wish to acquire new oil assets at presently depressed prices to increase daily production rate to a targeted 20,000 bbl by end-2021. They have room to acquire debt, but they may also wish to issue equity for this purpose. Hence, the possibility of dilution to existing shareholders cannot be entirely ruled out. However, given management’s historical track record of prioritizing ROI and optimal capital allocation, and in consideration of the fact that the MD owns 10% of outstanding shares, there is some assurance that any potential acquisitions will be accretive to EPS and therefore valuations.
As with the existence of risk, the presence of material opportunities also looms over the company. Some of them are discussed below: · Increased Daily Oil Production Rate · Inclusion of 2C Resources · Future oil prices exceeding $50 and effects from coronavirus dissipating Increased Daily Oil Production Rate The first and most obvious opportunity is the potential for increased production rate. We’ve seen in the last quarter (2Q21) that the North Sabah field increased its daily production rate by approximately 20% as a result of production enhancement projects (infill drilling), lowering OPEX/bbl as a result. To vastly oversimplify, infill drilling is the process of maximizing well density by drilling in the spaces between existing wells to improve oil production. The same improvements are being undertaken at the Anasuria field via infill drilling, subsea debottlenecking, water injection and sidetracking of existing wells. Without boring you with industry jargon, this basically means future production rate is likely to improve going forward. By how much can the oil production rate be improved by? Management estimates in their analyst presentation that enhancements in the Anasuria field will be able to yield 5,000 bbl/day by 2021 (current: 2,500 bbl/day). Similarly, improvements in the North Sabah field is expected to yield 7,000 bbl/day by 2021 (current: 5,300 bbl/day). This implies a total 2021 expected daily production rate from the two fields alone of 12,000 bbl/day (current: 8,000 bbl/day). That’s a 50% increase in yields which we haven’t factored into our valuation yet. Furthermore, we haven’t considered any production from existing 2C resources (e.g. Marigold/Sunflower) or any potential acquisitions which may occur in the future. By management estimates, this can potentially increase production by another 8,000 bbl/day, bringing total production to 20,000 bbl/day. While this seems like a stretch of the imagination, it pays to keep them in mind when forecasting future revenues and valuations. Just to play around with the numbers, I’ve come up with a sensitivity analysis of possible annual EBITDA at different oil prices and daily oil production rates: Table 2: Hibiscus EBITDA at different oil price and daily oil production rates https://preview.redd.it/jnpfhr5n9br41.png?width=814&format=png&auto=webp&s=bbe4b512bc17f576d87529651140cc74cde3d159 The left column represents different oil prices while the top row represents different daily oil production rates. The green column represents EBITDA at current daily production rate of 8,000 bbl/day; the orange column represents EBITDA at targeted daily production rate of 12,000 bbl/day; while the purple column represents EBITDA at maximum daily production rate of 20,000 bbl/day. Even conservatively assuming increased estimated annual ITDA of RM 500m (FY20: RM 318m), and long-term average oil prices of $50 (FY20: $60), the estimated Net Profit and P/E ratio is potentially lucrative at daily oil production rates of 12,000 bbl/day and above. 2C Resources Since we’re on the topic of improved daily oil production rate, it bears to pay in mind the relatively enormous potential from Hibiscus’s 2C Resources. North Sabah’s 2C Resources alone exceed 30 mmbbl; while those from the yet undiagnosed Marigold/Sunflower fields also reach 30 mmbbl. Altogether, 2C Resources exceed 70 mmbbl, which dwarfs the 44 mmbbl of 2P Reserves we have considered up to this point in our valuation estimates. To refresh your memory, 2C Resources represents oil volumes which have been discovered but are not yet classified as “commercial”. This means that there is reasonable certainty of the oil being recoverable, as opposed to simply being in the very early stages of exploration. So, to be conservative, we will imagine that only 50% of 2C Resources are eligible for reclassification to 2P reserves, i.e. 35 mmbbl of oil. https://preview.redd.it/mto11iz7abr41.png?width=375&format=png&auto=webp&s=e9028ab0816b3d3e25067447f2c70acd3ebfc41a This additional 35 mmbbl of oil represents an 80% increase to existing 2P reserves. Assuming the daily oil production rate increases similarly by 80%, we will arrive at 14,400 bbl/day of oil production. According to Table 2 above, this would yield an EBITDA of roughly RM 630m assuming $50 oil. Comparing that estimated EBITDA to FY20’s actual EBITDA:
FY21 (incl. 2C)
Daily oil production (bbl/day)
Average oil price (USD/bbl)
Average OPEX/bbl (USD)
EBITDA (RM ‘m)
Hence, even conservatively assuming lower oil prices and higher OPEX/bbl (which should decrease in the presence of higher oil volumes) than last year, we get approximately the same EBITDA as FY20. For the sake of completeness, let’s assume that Hibiscus issues twice the no. of existing shares over the next 10 years, effectively diluting shareholders by 50%. Even without accounting for the possibility of the acquisition of new oil fields, at the current market capitalization of RM 714m, the prospective P/E would be about 10x. Not too shabby. Future oil prices exceeding $50 and effects from coronavirus dissipating Hibiscus shares have recently been hit by a one-two punch from oil prices cratering from $60 to $30, as a result of both the Saudi-Russian dispute and depressed demand for oil due to coronavirus. This has massively increased supply and at the same time hugely depressed demand for oil (due to the globally coordinated lockdowns being implemented). Given a long enough timeframe, I fully expect OPEC+ to come to an agreement and the economic effects from the coronavirus to dissipate, allowing oil prices to rebound. As we equity investors are aware, oil prices are cyclical and are bound to recover over the next 10 years. When it does, valuations of O&G stocks (including Hibiscus’s) are likely to improve as investors overshoot expectations and begin to forecast higher oil prices into perpetuity, as they always tend to do in good times. When that time arrives, Hibiscus’s valuations are likely to become overoptimistic as all O&G stocks tend to do during oil upcycles, resulting in valuations far exceeding reasonable estimates of future earnings. If you can hold the shares up until then, it’s likely you will make much more on your investment than what we’ve been estimating.
Wrapping up what we’ve discussed so far, we can conclude that Hibiscus’s market capitalization of RM 714m far undershoots reasonable estimates of fair value even under conservative assumptions of recoverable oil volumes and long-term average oil prices. As a value investor, I hesitate to assign a target share price, but it’s safe to say that this stock is worth at least RM 1.00 (current: RM 0.45). Risk is relatively contained and the upside far exceeds the downside. While I have no opinion on the short-term trajectory of oil prices, I can safely recommend this stock as a long-term Buy based on fundamental research.
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