Trade the US Election FOREX.com

Online Trading App for Shares, Forex: MO Trader

Online Trading App for Shares, Forex: MO Trader submitted by preshapresha to u/preshapresha [link] [comments]

Online Trading App for Shares, Forex: MO Trader

Online Trading App for Shares, Forex: MO Trader submitted by VishalN94 to u/VishalN94 [link] [comments]

Online Trading App for Shares, Forex: MO Trader

Online Trading App for Shares, Forex: MO Trader submitted by LataSeth to u/LataSeth [link] [comments]

Online Trading App for Shares, Forex: MO Trader

MO Trader App is one of the best trading apps. Get a single view of your orders, positions and limits with this online share market apps. Bulk order functionality to execute multiple orders in just single click from this online trading app.
MO Trader App
submitted by chats_123 to u/chats_123 [link] [comments]

MO Trader: share trading app for Shares, Forex, NSE, BSE – on Google Play

MO Trader: share trading app for Shares, Forex, NSE, BSE – on Google Play submitted by dhirajpandey456785 to u/dhirajpandey456785 [link] [comments]

Your Pre Market Brief for 07/16/2020

Pre Market Brief for Thursday July 16th 2020

You can subscribe to the daily 4:00 AM Pre Market Brief on The Twitter Link Here . Alerts in the tweets will direct you to the daily 4:00 AM Pre Market Brief in this sub.
Updated as of 4:45 AM EST
-----------------------------------------------
Stock Futures:
Wednesday 07/15/2020 News and Markets Recap:
Thursday July 16th 2020 Economic Calendar (All times are in EST)
(JOBLESS CLAIMS TODAY)
News Heading into Thursday July 16th 2020:
NOTE: I USUALLY (TRY TO) POST MANY OF THE MOST PROMISING, DRAMATIC, OR BAD NEWS OVERNIGHT STORIES THAT ARE LIKELY IMPORTANT TO THE MEMBERS OF THIS SUB AT THE TOP OF THIS LIST. PLEASE DO NOT YOLO THE VARIOUS TICKERS WITHOUT DOING RESEARCH! THE TIME STAMPS ON THESE MAY BE LATER THAN OTHERS ON THE WEB.
Upcoming Earnings:
Commodities:
COVID-19 Stats and News:
Macro Considerations:
Most Recent SEC Filings
Other
-----------------------------------------------
Morning Research and Trading Prep Tool Kit
Other Useful Resources:
The Ultimate Quick Resource For the Amateur Trader.
Subscribe to This Brief and the daily 4:00 AM Pre Market Brief on The Twitter Link Here . Alerts in the tweets will direct you to the daily brief in this sub
submitted by Cicero1982 to pennystocks [link] [comments]

10-19 00:15 - 'I will develop an cryptocurrency trading bot, forex brokers for you' (self.Bitcoin) by /u/Idrees_umar removed from /r/Bitcoin within 2-12min

'''
Hello!!
Welcome to my gig are you in search of an MT4 trafing bot developer?
.I will develop a perfect and profitable Arbitrage Trading bot which will make you earn a lot of income.
You have an idea of a trading system and you want to backtest or make it real. You need a guy who'd put it into the code and make all this technical stuff. So let me help you to earn mo.ney.
I HAVE EXPERIENCE IN :
?Crypto Trading bots, Ma.rket ma.ker, Trend following, Arbitrage
?Crypto exchanges API, Binance, Okex, Huobi, KuCoin, etc.
?Stock Trading bots, Strategies based on Indicators
?Brokers API, FXCM, TD Ameritrade
?Telegram API / Email API for notification
?Execute trading signals from Email or Telegram chat
?Building a financial GUI, Grafana
?Cloud servers, AWS, MS Azure, DigitalOcean
?Python, Backend, Git
!!Confidence guarantee. I do NOT share your strategy to third parties.
WHAT I CAN DO FOR YOU:
?develop a Script or WebApp, which able to work 24/7
?build a GUI, Control panel for this bot
?bind it with Telegram bot to control it and get notifications
?backtest your strategy on historical data (Forex or Crypto)
?develop tools for watch
'''
I will develop an cryptocurrency trading bot, forex brokers for you
Go1dfish undelete link
unreddit undelete link
Author: Idrees_umar
submitted by removalbot to removalbot [link] [comments]

10-16 11:15 - 'I will develop an cryptocurrency trading bot, forex brokers for you' (self.Bitcoin) by /u/Idrees_umar removed from /r/Bitcoin within 35-45min

'''
Hello!!
Welcome to my gig are you in search of an MT4 trafing bot developer?
.I will develop a perfect and profitable Arbitrage Trading bot which will make you earn a lot of income.
You have an idea of a trading system and you want to backtest or make it real. You need a guy who'd put it into the code and make all this technical stuff. So let me help you to earn mo.ney.
I HAVE EXPERIENCE IN :
?Crypto Trading bots, Ma.rket ma.ker, Trend following, Arbitrage
?Crypto exchanges API, Binance, Okex, Huobi, KuCoin, etc.
?Stock Trading bots, Strategies based on Indicators
?Brokers API, FXCM, TD Ameritrade
?Telegram API / Email API for notification
?Execute trading signals from Email or Telegram chat
?Building a financial GUI, Grafana
?Cloud servers, AWS, MS Azure, DigitalOcean
?Python, Backend, Git
!!Confidence guarantee. I do NOT share your strategy to third parties.
WHAT I CAN DO FOR YOU:
?develop a Script or WebApp, which able to work 24/7
?build a GUI, Control panel for this bot
?bind it with Telegram bot to control it and get notifications
?backtest your strategy on historical data (Forex or Crypto)
?develop tools for watch
'''
I will develop an cryptocurrency trading bot, forex brokers for you
Go1dfish undelete link
unreddit undelete link
Author: Idrees_umar
submitted by removalbot to removalbot [link] [comments]

Read This if Trading Charts Scare You

Read This if Trading Charts Scare You
https://eu.excentral.com/blog-article/?articleId=33383
Reading charts isn’t as hard as it might seem, so you should face your fears and learn how to successfully use this great technical analysis tool in your day-by-day trading. To ease up your work we’ll start with Candlestick Charts. The reason this chart type might be simpler to understand is the fact that each candle shows what the overall trend of the asset was, within a certain amount of time.
As you might’ve noticed, with eXcentral you have the choice between 9 time-frames, from 1 minute (1/1m) to 1 month (Mo/1M). All you need to do is decide what time-frame you want to choose between short term (1 minute, 15 minutes, 30 minutes, 1 hour, 4 hours), medium-short term (1 day), medium term (1 week) or medium-long term (1 Month). Once you decide, you will visualise the trend of the asset within that certain period, as one candle.
Obviously, and you should know this by now, each green candle represents an increase in the value of the security you’re visualising, while each red candle represents a decrease in its value. You will notice that certain candles have some longer lines below or above them. We call those frail lines tails, and they’re a lot more powerful than they might seem.

Create Strategies Using Charts

The longer the candle’s tails, the higher the asset’s volatility, during your chosen period of time. For this reason, your chart will show 4 different values:
  1. O – the opening value of the candle within your chosen time-frame
  2. H – the highest value your asset reached within that candle’s time-frame
  3. L – the lowest value the asset reached within the reference time frame
  4. C – the closing value for the asset on that specific period
While Open and Close are values where the price managed to stabilise or maintain for more than a fraction of a second, the High and Low are in fact values the price of the asset reached even for a very short period of time, nonetheless, over that predefined period.
Knowing these valuable pieces of information, and how to interpret charts over various periods of time, gives you the possibility to create Trading Plans, for longer or shorter periods of time, based on the time-frame for which you create your expectations on.
Find out which are the 7 Steps For A Healthy Trading Experience by reading on…
Now that you understand these simple facts about charts, you can apply what you learned. Make sure you choose an asset you understand, and try to figure out what trend it follows. If you’re still having a hard time identifying the trend that your chart is displaying, make sure to change between different time-frames, as for certain periods charts can remain pretty flat, without showing any up or down-trends.
IF you need more information just make sure to check our other blogs posts, and subscribe for Michalis’ Webinar series. He explains everything from taking your first steps in Forex, all the way to advanced trading strategies, getting in the right trading mindset and Risk Handling Techniques.
https://eu.excentral.com/blog-article/?articleId=33383
submitted by eXcentralEU to excentral [link] [comments]

On diversification and risk control

On diversification and risk control

https://preview.redd.it/re10or6z4cq51.png?width=1904&format=png&auto=webp&s=1563e44a573045fb8328462c392887b83a1c1b05
Defy Fund gives retail investors exposure to cryptos, forex, commodity futures, and stocks.

Why we diversify?

Most fund managers state that they diversify to reduce portfolio risk.
That is not the reason for us to trade as many classes of assets as possible.
We diversify using several DeFi platforms for the following two main reasons:

  1. More trading opportunities:
  • Trading cryptos as an asset class gives the trader the benefit of only one market. In the past five-plus years since our fund managers started trading cryptocurrencies, the crypto markets are highly correlated most of the time. Almost all of them move up and down at the same time. Furthermore, the market moves sideway 70-86% of the time.
  • We trade both long (buy) and short (sell) positions during the relatively rare periods the market is trending. All of our trading strategies are determined by Market Types and we stay away from choppy markets because we are not good at catching the relative highs and lows of small movements.
  • The result is that we were out of the market most of the time. This is also why sometimes you see no trading Signals when you visit here.
  • By adding stocks and commodity futures to the trading baskets, we have more opportunity to stay in one of the moving markets.
  1. Providing easy access to multiple-asset classes to overseas traders: Mos of our clients have existing investment portfolios and are seeking more exposure to assets not available in their home country. However, it has always been expensive for institutional traders, and basically impossible, for smaller retail traders to have global market access. The cost is too high, plus it is geographically and politically impossible for most of the people in less developed countries. Through smart-contract-enabled synthetic assets, decentralized finance platforms are offering anyone a chance to trade stocks, commodity futures, and any liquid assets in the world.

What about risk control?

Using diversification as the means of risk control is ineffective. It is often used as an excuse for incompetence.
Risk control is the starting and the endpoint of all of our trading strategy and portfolio management decisions. We use different risk control methods as the main ways to achieve trading objectives.

  • Every trade goes through the Risk Engine before it was generated by the Decision Engine, and it is the Risk Engine that gives the Order Server the final approval before an open order is sent.
  • After a position is established, the Risk Engine actively monitors the position against its original trading objective with a continuous new price feed.
In short, we consider the risk control is the single most important factor in trading success more than anything else.
For more trading/investing information, visit iob.fi DAO
submitted by IOB_llc to u/IOB_llc [link] [comments]

Message to all of my followers:

Hope everyone is having a good ass day today. This might be long. Please upvote so others are more likely to see in their feeds.
I have really wanted to start sharing my other forms of trading with you guys. I trade forex and did well this week betting on usd strength against the safe haven currency Japanese yen.
I’m also invested at $2,200 into a crypto currency called cindicator. I have 392,197 shares. Trying to get to 700,000 for access to their highest tier of trading indicators. I’ve followed this company for a long ass time and their product is great. If the price gets back to its high of $0.37, it’s a 6,959% profit for me. I’m expecting it to hit AT LEAST a dollar during this next bull run due to cnd/btc charts. Crypto currencies are similar to pennystocks in their volatility.
I also have very good evidence that bitcoin is about to start moving up very rapidly. The halving event that pushed it up to $20,000 just happened again two weeks ago. I and probably everyone else are expecting $100,000 bitcoin by October 2021 due to bitcoin stock to flow model. That indicator was designed by some billion dollar hedge fund manager and its accuracy is something I’ve never seen before. Please read the bottom half where it explains how that indicator works. Truly impressive.
I’m also learning how to trade SPY options, and I just made my first winning trade after a week of losing by buying SPY 298c 5/29
So my question is, are you interested in learning other forms of trading? By order of difficulty, we’d start with crypto currency. Mainly bitcoin and a handful of others. It’s pretty straightforward until you get into cold storage. Then forex which is complicated, and options further down the line after I understand them fully. Or if the consensus is forex or options, we’ll start there.
My main goal in Reddit is to make you guys better traders/ investors. One of my next personal goals is to get my series 7 and 65 licenses and do this shit professionally.
I’ve done the math, and if my average return in forex at ~10% per month stays consistent, managing $5,000,000 in client money and charging 20% would mean I make $80,000 a month. I’m currently building my trading history on Oanda as the first step in this process. So if you start seeing me in suits and ties on my streams, you’ll know what’s up.
Let me know if you’re interested. I’m not sure how I would do it. Maybe just include [BTC] in my headlines about crypto currency stuff when I post so that it’s easy to skim over for those not interested. I don’t want to start an isolated subreddit or anything like that.
submitted by trevandezz to u/trevandezz [link] [comments]

Seems sketchy, hits me as a type of MLM

I assumed this was a scam or pyramid scheme of some sort. I received it on Instagram while also getting added by someone with the same mo on linkedin, offering thousand dollar sessions with him for learning. I know nothing about this kind of thing. Maybe someone could enlighten? Thanks
B) Heya
A) Hello? Please don't try get me into a pyramid scheme or something.
B) Have you ever heard of forex trading?
A) Never, not once
B) Really, well Retail foreign exchange trading is a small segment of the larger foreign exchange market where individuals speculate on the exchange rate between different currencies. With a daily trading volume of 5 billion.
B) It's a very profitable process x
A) Ah okay, so it's foreign exchange trading? Using what, speculative algorithms or just guessing?
B) Would you be interested in joining my forex team and start gaining some extra cash today?
A) What I want if to have it explained.
B) We trade on various different currencies , and we invest in whether the price of the currency will go up or down (This is also known as BUY/SELL or LONG/SHORT). We have 3 analysts 4, who use financial charts and financial news to determine what the markets are likely to do. Collectively, we have been trading for six years! Once we analyse the markets we will then send these trades to you so that you can place them, the trades are usually sent via telegram
B) We do all the hard work so you don't have to, we just tell you what trades to place and you'll then click a few buttons on your phone/laptop to place the trades and that's it.Simple!
B) We will set you up with a regulated broker, which we will provide you with a link with to sign up. You will use "MetaTrader 4" as the trading platform to place the trades. We then add you to our Telegram group and will send these trades daily'''. .
B) So for instance say you start with €100+ today you would earn approximately €1870+ at the moment based on how the market is looking
B) How do you feel about this x ?
A) I assume there's a starting fee of some sort?
B) Yeah you have to invest in order to make profit
A) Okay, in your own system?
B) Yeah x
A) Okay, I'll make this easy, just read my first text again. Thank you.
submitted by finnin1999 to antiMLM [link] [comments]

Trading economic news

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.

Backtesting

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!
submitted by thicc_dads_club to Forex [link] [comments]

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
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submitted by wealthadvisor22 to u/wealthadvisor22 [link] [comments]

Seems very sketchy but I'm no expert.

I assumed this was a scam or pyramid scheme of some sort. I received it on Instagram while also getting added by someone with the same mo on linkedin, offering thousand dollar sessions with him for learning. I know nothing about this kind of thing. Maybe someone could enlighten? Thanks
B) Heya
A) Hello? Please don't try get me into a pyramid scheme or something.
B) Have you ever heard of forex trading?
A) Never, not once
B) Really, well Retail foreign exchange trading is a small segment of the larger foreign exchange market where individuals speculate on the exchange rate between different currencies. With a daily trading volume of 5 billion.
B) It's a very profitable process x
A) Ah okay, so it's foreign exchange trading? Using what, speculative algorithms or just guessing?
B) Would you be interested in joining my forex team and start gaining some extra cash today?
A) What I want if to have it explained.
B) We trade on various different currencies , and we invest in whether the price of the currency will go up or down (This is also known as BUY/SELL or LONG/SHORT). We have 3 analysts 4, who use financial charts and financial news to determine what the markets are likely to do. Collectively, we have been trading for six years! Once we analyse the markets we will then send these trades to you so that you can place them, the trades are usually sent via telegram
B) We do all the hard work so you don't have to, we just tell you what trades to place and you'll then click a few buttons on your phone/laptop to place the trades and that's it.Simple!
B) We will set you up with a regulated broker, which we will provide you with a link with to sign up. You will use "MetaTrader 4" as the trading platform to place the trades. We then add you to our Telegram group and will send these trades daily'''. .
B) So for instance say you start with €100+ today you would earn approximately €1870+ at the moment based on how the market is looking
B) How do you feel about this x ?
A) I assume there's a starting fee of some sort?
B) Yeah you have to invest in order to make profit
A) Okay, in your own system?
B) Yeah x
A) Okay, I'll make this easy, just read my first text again. Thank you.
submitted by finnin1999 to Scams [link] [comments]

Potential useful info, asking for advice/guidance - new to commodities

Hey all,
To be quite frank I'm much more comfortable/experienced in equities, but I see a potential market imbalance that would require me to trade a commodities. I've traded options/forex on paper to understand them, and would typically take that approach with commodities.
Problem is, I feel (key word I'm not even sure how to validate my theory) I'm seeing something the majority of people are not. That's how I make money in equities, and how I assume you make money in commodities.
My plan would be to look at empirical data to guide me on where I think a particular commodity price will land in August, using similar historical situations to understand what the price might do.
Once that is determined, I would call my broker and explain what I think will happen and ask for a recommendation on what position to take.
Just feel very uneasy about trading something I do not understand and either need a reality check, or resources to make the trade. I'm more than happy to lose money to learn, always been interested in commodities, and feel like I'm seeing something others are not. Would be the best time in my mind to make the trade. Also, if my broker might misguide me (TD) just want to be informed.
Thanks!!!!!!!!
Edit: Fuck it, you guys are right this is garbage. Have thick skin so feel free to make fun of me all you want. Go to my post history and look at the most recent one from conspiracy. Yes, I'm serious.
Not making the trade based on that information, but I have heard from multiple sources that a food shortage was coming up. These are farmers in MO, and one other person I cannot name. Got multiple sources telling me the same thing, getting information from separate sources. I'm intrigued to say the least.
They'll keep it out of the news until it will be a problem for a damn good reason. Alright, have at me. Before you start, look at my posts in stocks and investing. Called the 3/23 bounce pretty well.


submitted by Pray4mojo111 to Commodities [link] [comments]

I like my numbers how I like my men

Hard.
Following up on my post about trading economic news, here are some hard numbers about news releases. If you can't be bothered to read any further, just know that a high S value means there is money to be made by trading the release of that economic metric.
I collected historical data (consensus and actual) for each of these economic metrics from January 2018 to the present. These are mostly monthly metrics; one is quarterly, one is biweekly, and one is weekly. I did this manually from an economic news aggregation website because I'm too cheap to pay for exported data. I also noted whether each release was the primary (or only) news being released at that precise moment or whether there were other important economic metrics being released at the same time.
Then I wrote software to fetch 2 minutes of USD/JPY price data (in 5 second candles) starting at the time of each release and correlated each candle to the "surprise" in the metric (the difference between the consensus and the actual). That produced data for each metric that looks like this and give you an idea how reliably the news predicts the short-term price move.
Next the software went back through the price history and measured the "coordinated movement" of the currency pair during each candle. By that I mean it measured the size of each candle in pips and then set the sign to be positive if its moving in the same direction as the first candle or negative otherwise, and averaged all those numbers together. These charts look like this and give you an idea how dramatically the price moves in response to the news.
Then, for each candle, the absolute value of the correlation is multiplied against the coordinated movement, creating a "tradeability" score. The idea is that a strong (positive or negative) correlation and a strong coordinated movement yields a high score, and either a weak correlation or a small price movement yields a low score. These charts look like this.
Finally, for each news release I measured the maximum value of the correlation (R) and the maximum value of the tradeability score (S). Since I don't have access to anything with finer granularity than 5 seconds, it's no surprise that candle 0 had the maximum correlation and maximum tradeability for each metric.
I did this process twice for every metric: first over all releases and second over only those releases that were the primary or only release happening at that moment. I kept the results from the one that returned the better net maximum tradeability score. The net maximum tradeability score is just the product of the maximum tradeability score and the number of releases being considered, either all of them or some smaller number. (This helps avoid bias in the results for metrics that are often released at the same time as other metrics.)
In the results linked at the top of this post, the metrics are ordered by decreasing maximum tradeability score (S) with maximum correlation (R) also shown. Remember, R = +1 means perfect positive linear correlation, R = -1 means perfect negative linear correlation, and R = 0 means no correlation. S values less than 3 are essentially untradeable due to the spread.
A couple notes:
It takes me about 15 minutes to scrape 2 years of monthly data by hand and type it up, and then the software takes about 10 seconds to run per metric. If there are regular forecasted economic releases that you'd like to see correlated and scored, let me know! I can do other currency pairs and other country's economic news as well, it's just a matter of data collection.
submitted by thicc_dads_club to Forex [link] [comments]

Looking for someone to collaborate with in exploring some of the fundamental questions in algo trading in relation to quantitative analysis and the Forex market specifically.

I got interested in both algo trading and Forex about the same time. I figured that if I was going to trade in the Forex market or any market there after, I was going to use algorithms to do the trading for me. I wanted to minimize the "human factor" from the trading equation. With the research I have done so far, it seems that human psychology and its volatile nature can skew ones ability to make efficient and logical trades consistently. I wanted to free myself from that burden and focus on other areas, specifically in creating a system that would allow me to generate algorithms that are profitable more often then not.
Consistently generating strategies that are more profitable then not is no easy task. There are a lot of questions one must first answer (to a satisfactory degree) before venturing forward in to the unknown abyss, lest you waste lots of time and money mucking about in the wrong direction. These following questions are what I have been trying to answer because I believe the answers to them are vital in pointing me in the right direction when it comes to generating profitable strategies.
Can quantitative analysis of the Forex market give an edge to a retail trader?
Can a retail trader utilize said edge to make consistent profits, within the market?
Are these profits enough to make a full time living on?
But before we answer these questions, there are even more fundamental questions that need to be answered.
To what degree if any is back-testing useful in generating successful algo strategies?
Are the various validation testing procedures such as monte carlo validation, multi market analysis, OOS testing, etc... useful when trying to validate a strategy and its ability to survive and thrive in future unseen markets?
What are the various parameters that are most successful? Example... 10% OOS, 20% OOS, 50%......?
What indicators if any are most successful in helping generate profitable strategies?
What data horizons are best suited to generate most successful strategies?
What acceptance criteria correlate with future performance of a strategy? Win/loss ratios, max draw-down, max consecutive losses, R2, Sharpe.....?
What constitutes a successful strategy? Low decay period? High stability? Shows success immediately once live? What is its half life? At what point do you cut it loose and say the strategy is dead? Etc....
And many many more fundamental questions....
As you can see answering these questions will be no easy or fast task, there is a lot of research and data mining that will have to be done. I like to approach things from a purely scientific method, make no assumptions about anything and use a rigorous approach when testing, validating any and all conclusions. I like to see real data and correlations that are actually there before I start making assumptions.
The reason I am searching for these answers is because, they are simply not available out on the internet. I have read many research papers on-line, and articles on this or that about various topics related to Forex and quantitative analysis, but whatever information there is, its very sparse or very vague (and there is no shortage of disinformation out there). So, I have no choice but to answer these questions myself.
I have and will be spending considerable time on the endeavour, but I am also not delusional, there is only so much 1 man can do and achieve with the resources at his disposal. And at the end of the whole thing, I can at least say I gave it a good try. And along the way learn some very interesting things (already had a few eureka moments).
Mo workflow so far has consisted of using a specific (free) software package that generate strategies. You can either use it to auto generate strategies or create very specific rules yourself and create the strategies from scratch. I am not a coder so I find this tool quite useful. I mainly use this tool to do lots of hypothesis testing as I am capable of checking for any possible correlations in the markets very fast, and then test for the significance if any of said correlations.
Anyways who I am looking for? Well if you are the type of person that has free time on their hands, is keen on the scientific method and rigorous testing and retesting of various hypothesis, hit me up. You don't need to be a coder or have a PHD in statistics. Just someone who is interested in answering the same questions I am.
Whats the end goal? I want to answer enough of these questions with enough certainty, whereby I can generate profitable algo strategies consistently. OR, maybe the answer is that It cant be done by small fry such as a retail trader. And that answer would be just as satisfactory, because It could save me a lot more time and money down the road, because I could close off this particular road and look elsewhere to make money.
submitted by no_witty_username to Forex [link] [comments]

Some news you may have missed out on part 134.

-Rupee continues to recover, gains Rs4.16 in four months
The Pakistani rupee has maintained a gradual uptrend against the US dollar since the beginning of current fiscal year in July and is anticipated to gain more ground in the remaining eight months amid expectations of increase in foreign currency inflows.
The rupee gradually strengthened Rs4.16 or 2.60% in the past around four months to Rs155.88 to the US dollar in the inter-bank market on Friday, according to the State Bank of Pakistan (SBP). “The rupee may recover to 145 to the greenback by June 30, 2020,” Forex Association of Pakistan (FAP) President Malik Bostan projected while talking to The Express Tribune.
Further: -In a positive development, Pakistani Rupee hits highest level of four months against US dollar
The Pakistani rupee has shown recovery against the US dollar as the US currency reached the lowest level in four months.
-ExxonMobil to help build LNG terminal in Pakistan
After getting a liquefied natural gas (LNG) supply contract from private-sector consumers, US energy giant ExxonMobil is planning to build the third LNG terminal in Karachi as a joint-venture partner.
Some time ago, ExxonMobil, in collaboration with Pakistan’s exploration and production companies, drilled an offshore well to search for hydrocarbon reserves in the Arabian Sea. However, the effort could not prove successful. Now, in a new venture with Energas consortium, the US firm is going to invest in setting up an LNG terminal in Pakistan.
-Pakistan's Hindu community celebrates Diwali today in a renovated temple reopened by the Pakistan government after 72 years
he country’s Hindu community is celebrating the annual religious festival of Diwali. The religious festivities are expected to take place in Shawala Teja Singh Temple, located in Sialkot, after 72 years.
All preparations for the upcoming festival have been completed. The festival of Diwali is being seen as more of a cultural than a religious one as people from other faiths will celebrate alongside members of the Hindu community.
The temple, where the festivities will take place, was closed down in 1947. The Evacuee Trust Property Board (ETPB) and certain members of the Hindu community decided to open the temple a few months ago, after which the renewal and renovation work had begun. Now, for the first time, this temple is going to celebrate a religious ceremony.
-Tax Returns Filed Per Day in 2019 Have Increased by 127 Percent: FBR Chairman
Federal Board of Revenue’s (FBR) Chairman Syed Shabbar Zaidi has announced that on average, tax returns filed per day in 2019 have risen by 127 percent compared to last year. In a Twitter post, Zaidi shared details of the tax returns filed so far. As per the records, the number of tax returns filed in 2019 till October 25 stands at 918,027, as compared to 585,209 tax returns filed in the same period last year.
Zaidi said that as of November, the FBR will impose strict measures against unauthorized interactions and harassement between its staff and the business community. The business community is suggested to report to FBR if any person contacts them through any manner without proper authorization.
-Pakistan, Nepal agree to enhance trade ties
President Dr. Arif Alvi on Saturday held a meeting with the Nepal’s Prime Minister Khadga Prasad Sharma Oli on the sidelines of 18th Non Aligned Movement Summit in Baku, ARY News reported.
According to a statement issued by the ministry, both the leaders affirmed to enhance trade ties between the two countries and expressed their desire to further strengthen the bonds of friendship. Matters of mutual interest, bilateral relations, regional peace, grave human rights violations and humanitarian crisis in occupied Kashmir and other issues were came under discussion in the meeting.
Speaking on the occasion, President Alvi briefed the Nepalese prime minister on Indian illegal actions in occupied Kashmir. He expressed hope that Nepal will play its role as SAARC chair, for strengthening peace and stability in the region.
-CPEC enters into 2nd phase: Poverty, agriculture, B2B initiatives prime focus: Khusro
Federal Minister for Planning, Development & Reform Makhdoom Khusro Bakhtyar Wednesday said the CPEC has now entered into its second phase with focus on poverty alleviation, agriculture and B2B industrial cooperation.
“The Pakistan Tehreek-e-Insaf (PTI) government's economic reform measures will strengthen the country's economy as the investors' confidence is rebounding due to corrective measures," the minister expressed these views while talking to Australian High Commissioner Dr Geoffrey Shaw who called on him on Wednesday. Secretary Planning Zafar Hasan was also present in the meeting.
While discussing bilateral relations and foreign investment in various sectors in Pakistan especially in Gwadar, the minister said that ongoing phase of CPEC will bring about socioeconomic benefits for the welfare of the people. He said that CPEC offers enormous potential to boost national economy and reduce poverty.
-Pakistan's Defence Exports have reached USD 212.6 MILLION IN 2018-2019
According to the Pakistan Ministry of Defence Production’s (MoDP) “First Year Performance Report,” the country had registered $212.6 million US in defence exports from August 2018 to August 2019.
Pakistan Aeronautical Complex (PAC) booked the highest value at $184.38 million US, which was followed by Pakistan Ordnance Factories (POF) at $7.13 million US and Heavy Industries Taxila (HIT) at $1.3 million US. In addition, private sector firms booked $19.36 million US in sales.
No additional breakdowns were provided by the MoDP. It is likely that PAC’s exports were fueled by co-production work for FC-1/JF-17 sales to Myanmar and/or Nigeria. Though an agreement was signed with Turkey for the sale of 52 Super Mushshak basic trainers, it is unclear if PAC has started manufacturing these aircraft.
-DRAP to launch countrywide drive against substandard, spurious medicines
The Drug Regulatory Authority of Pakistan (DRAP) is launching a countrywide campaign against substandard medicines, the PM’s Special Assistant on Health Dr. Zafar Mirza said while addressing the federal and provincial drug inspectors in Islamabad on Thursday.
He said a crackdown is being launched throughout the country to eradicate the menace of unregistered, spurious and sub-standard medicine. In addition to medicine quality, he added, DRAP will also take stern action against violation of fixed prices of medicines.
-Foreign exchange: SBP reserves increase $79m to $7.89b
The foreign exchange reserves held by the central bank increased 1.14% on a weekly basis, according to data released by the State Bank of Pakistan (SBP) on Thursday.
Earlier, the reserves had spiralled downwards, falling below the $7-billion mark, which raised concern over Pakistan’s ability to meet its financing requirements. However, financial assistance from the United Arab Emirates (UAE), Saudi Arabia and other friendly nations helped shore up the foreign exchange reserves.
On October 18, the foreign currency reserves held by the SBP were recorded at $7,892.7 million, up $79 million compared with $7,813.7 million in the previous week. The report cited no reason for the increase in reserves, which stood below the $8-billion mark.
-Ease of business: Pakistan up 28 places on World Bank index
Pakistan has jumped up 28 places on the World Bank’s (WB) Ease of Doing Business Index and secured a place among the top 10 countries with the most improved business climate – a development that will greatly improve Islamabad’s image abroad,
Pakistan carried out six reforms that helped improving its ranking from 136 to 108, according to the WB’s annual flagship report, ‘Ease of Doing Business 2020’, released on Thursday. It turned out to be the sixth global reformer and first in South Asia that brought ease in doing business in the last one year.
The fewer are the regulations the better is the ranking on the index. The key to attain perfection is to cut the bureaucracy hindering business activities in the name of various regulations and procedures.
-CM approves Rs 500m for Punjab Housing & Town Planning Agency
Punjab Chief Minister Sardar Usman Buzdar has given approval of Rs 500 million for Punjab Housing & Town Planning Agency. He gave approval while presiding over a high-level meeting at CM Office here on Monday. During the meeting progress on Naya Pakistan Housing Project for low-income persons was reviewed and detailed briefing was also given to the participants on Naya Pakistan Housing strategy.
While addressing the meeting, Usman Buzdar said that obstacles should be removed in order to ensure completion of Naya Pakistan Housing Scheme and financial conditions of common man should be kept in mind while chalking out housing policy of the project. All out attention should be paid while constructing small houses in the province, he added. It has also been decided during the meeting to launch rural housing project in 17 model villages.
-KSE 100 gains 204 points amid improved sentiments
The benchmark KSE 100 Index depicted remarkable progress as it gained around 204 points and concluded at 33,861-level.It was a busy start to the week at the Pakistan Stock Exchange (PSX) with earnings season hitting its peak, while volumes remained at par with previous weeks’ average.
Biggest single day investment in treasury bills in the previous week of estimated US $87.5 million, increasing total investment to US$440 million since July 2019 was the major rally point in the market sentiments.
The bourse recorded an intraday low of 33,572.36 soon after the commencement of the session. However, after regaining the momentum, the index marked its day’s high at 34,008.35 adding 350.89 points. It settled higher by 204.13 points at 33,861.59. The KMI 30 Index accumulated 386.53 points to settle at 55,155.92, while the KSE All Share Index managed to gain 86.13 points, ending at 24,543.78.
-Sindh to reserve 0.5% job quota for transgender persons
The Sindh Cabinet on Wednesday agreed to reserve 0.5 per cent quota in government jobs for transgender persons. “I want to bring transgender people into the mainstream,” said Sindh Chief Minister Syed Murad Ali Shah during the cabinet meeting. “We want to make them an asset for our society.”
CM Murad congratulated the transgender community on behalf of the cabinet and advised them to improve their education. Around 41,000 positions are vacant in different government departments across Sindh out of which 206 will be given to transgender people.
A spokesperson from the chief minister’s house stated that out of the 41,000 available jobs 16,000 positions will be filled this fiscal year. Rest of the positions will be filled in the period of next three years.
-Malaysia's Mahathir stands by Kashmir comments despite India palm oil boycott
Malaysian Prime Minister Mahathir Mohamad said on Tuesday he would not retract his criticism of New Delhi’s actions in occupied Kashmir despite Indian traders calling for an unprecedented boycott of Malaysian palm oil.
The impasse could exacerbate what Mahathir described as a trade war between the world’s second biggest producer and exporter of the commodity and its biggest buyer so far this year.
India’s top vegetable oil trade body on Monday asked its members to stop buying Malaysian palm oil after Mahathir said at the United Nations General Assembly last month that India had “invaded and occupied” Kashmir.
-“World’s two major companies setting up solar panel plants in Pakistan”
Federal Minister for Science and Technology Fawad Chaudhry announced on Monday that the world’s two major solar panel firms will establish their plants in Pakistan. The minister tweeted saying “good news gets lost in political plays, yet I am very happy that the world’s two major companies are setting up solar panel’s plants in Pakistan.”
Chaudhry added that China’s second-largest Lithium battery producer will also set up its workshop in Pakistan. The Lithium battery-powered buses will also be manufactured in Pakistan, the tweet further said. The Minister for Science and Technology was recently on a visit to Beijing where he met various Chinese officials and the country’s business leaders.
-Pakistan Navy organizes free medical camp in Balochistan
Navy organized a free medical camp in the village Dam of Balochistan in collaboration with Sahil and Ulfat welfare foundations. According to the spokesperson of Pakistan Navy, specialist doctors of surgical, medical, skin, gynecology, child and general medically inspected patients at the camp. Over 700 patients were provided with free medical treatment, medicines and ordinary surgical facilities.
-Lahore to get Tram service soon
Citizens of Lahore are getting a modern-day tram service soon, based on the famous British-era tram service. In this regard, the Punjab Transport Department has inked an agreement with CRSC International, a Chinese company specializing in rail transportation control systems, and Inkon Group of the Czech Republic.
The development of the project is divided into several phases. In the first phase, a 35 km track will be constructed on Canal Road, Lahore. Up to 50 trams will run on this track. Once operational, the trams will be able to carry 35,000 passengers in 1 hour. The trams will be powered through electricity and batteries. A single tram will have a service life of around 40 years. 2 tram depots will be constructed at different locations as well.
-10 Pakistani Universities Ranked Among the World’s Best in ‘University Impact Rankings 2019’
Ten Pakistani universities have been ranked among the top universities in the world in the Times Higher Education (THE)’s list. THE is a weekly UK-based magazine that issues its annual list of world’s most influential universities.
The list called ‘University Impact Rankings 2019’ has included 10 Pakistani varsities in different categories, including Gender Equality, Good Health and Well-being, Quality Education, Decent Work, Economic Growth, and others. According to the magazine, the rankings assess universities against the United Nations’ Sustainable Development Goals.
-PM Imran Khan inaugurates China-Hub Power Generation Plant in Balochistan
Prime Minister (PM) Imran Khan has said that Pakistan is moving forward through China-Pakistan Economic Corridor (CPEC) projects. Addressing inaugural ceremony of China Hub Power Generation Plant in Balochistan, he said this is the first joint project under the CPEC umbrella and he is very happy after inaugurating it.
“The government will facilitate joint collaboration between Pakistani and Chinese businesses in various sectors.”, he said. PM Imran Khan said with the help of coal reserves in Thar, Pakistan can generate huge amount of electricity, which can be enough for at least 100 years.
-Punjab Forest Department develops ‘record keeping’ mechanism
Department of Forest Punjab is managing 1.6 million acres of forest land area – 67 per cent of the entire forest land area in Punjab – under the Geographic Information System (GIS), Pakistan Today learnt reliably on Friday. The program enabled the forests department to ensure sound management and introduce state of the art record-keeping and mapping methods.
‘Development of GIS-Based Forest Management Information System in Punjab’ was approved at PC-1 with a cost of Rs75 million and a gestation period of 36 months (2016-2019) has allowed for transfer of all forest resources and inventories into IT-based inventory systems and achieved extensive field surveys, rapid data collection and its processing for development of the forestry sector on efficient lines.
-Hutchison Port Holdings announces $240m investment in Pakistan
Prime Minister Imran Khan has welcomed $240 million foreign investment from Hutchison Port Holdings, a Hong Kong-based port operator. A delegation of Hutchison Port Holdings, led by its Group Managing Director Eric Ip, called on Prime Minister Imran Khan on Tuesday. Other delegation members included HPH Middle East & Africa Managing Director Andy Tsoi and Middle East & Africa Business Director Eric Ng.
Maritime Affairs Minister Syed Ali Haider Zaidi, Adviser to PM on Commerce Abdul Razzaq Dawood, Special Assistant to PM on Overseas Pakistanis Syed Zulfiqar Abbas Bukhari, Ambassador-at-Large for Foreign Investment Ali Jehangir Siddiqui and Board of Investment Chairman Zubair Haider Gilani were also present on the occasion. Group Managing Director Eric Ip apprised the prime minister of Hutchison’s fresh investment into Pakistan approximating $240 million which will enhance the new container terminal capacity at the Karachi Port, and increase Hutchison Ports’ total investment in Pakistan to $1 billion.
-Punjab's tax collection jumps 44%
Punjab’s tax collection registered a 44% growth to Rs77 billion in first quarter of the ongoing fiscal year compared to the corresponding period of previous year, despite tough conditions of the federal government for the provinces to get a share in the federal divisible pool of resources. Punjab Finance Minister Makhdoom Hashim Jawan Bakht disclosed this at a review meeting of the Finance Department on Monday.
The meeting was briefed that despite the financial backlog left by the previous government, the current government gave a surplus budget of Rs233 billion in order to meet financial requirements of the federal government to comply with conditions of the International Monetary Fund (IMF) loan programme.
-‘SECP recognised as 7th most effective regulator in world’
The Securities and Exchange Commission of Pakistan (SECP) has been recognised as the “7th most effective regulator” by the World Economic Forum in its ‘Global Competitiveness Report-2019’.
“Pakistan was ranked as the 52nd most dynamic economy in the world. The country secured this by improving 15 points from last year, as it stood at 67th in 2018,” said a statement issued by Mishal Pakistan, Country Partner at WEF’s Institute of the Future of Economic Progress System Initiative, on Wednesday. “The progress of Pakistan’s competitiveness was due to the achievements made during the last 12 months.”
The most effective improvements were made due to the initiative and strategies adopted by the apex regulator for the corporate sector and the capital markets; supervision and regulation of insurance, non-banking financial companies and private pension schemes. The SECP improved Pakistan’s competitiveness rankings by improving the “number of days to start a business”, where Pakistan was ranked at the 90th position compared with 96th in 2018.
-Pakistan China bilateral trade crosses $19 billion, highest ever in history
Pakistan Ambassador to China , Naghmana Hashmi has said the bilateral trade volume between Pakistan and China has now touched US $ 19.08 billion and both countries aimed to raise it further.
“The bilateral trade volume between Pakistan and China has now touched US$ 19.08. We aim to raise it further,” Ambassador Hashmi said joint ventures in defence production have led to the manufacture of the MBT 2000 Al-Khalid Tank and JF-17 Thunder, a fighter aircraft. “On the diplomatic front, the two countries are committed to protecting and promoting multilateralism and upholding the United Nations (UN)Charter, while our cooperation has extended to science and technology, socioeconomic sectors and nuclear cooperation for peaceful purposes,” she added.
-Foreign Company Agrees to Drop $6 Billion Penalty, Re-Invest in Reko Diq: Reports
The International Center of Settlement of Investment Disputes (ICSID) had slapped the country with a $6 billion penalty for revoking the contract without prior knowledge back in 2009. Soon after the development, the Prime Minister had empowered his financial team to contact the executives of the Tethyan Copper Company (TCC) to reach an out-of-court settlement and avoid the penalty.
Reportedly, after the Pakistan authority’s approach, the company has not only agreed to take back the penalty but has also agreed to invest in the project again. As per media reports, PM Imran Khan contacted the TCC management and discussed the prospects of the matter. He assured the company his full support if they wanted to revise the investment plan for the project. The company will reportedly withdraw its appeal from the ICSID, while Pakistan will compensate for their damages due to the cancelation of the contract.
-Current account deficit shrinks massive 64pc
The country’s current account deficit (cad) in the first quarter of current fiscal year declined by a huge 64 per cent mainly on the back of a 21pc reduction in the imports bill.
The State Bank’s latest data issued on Friday showed the current account deficit for July-September FY20 clocked in at $1.548 billion compared to $4.287bn in the same period last fiscal year; a decline of $2.739bn.
The reduced current account deficit is a positive omen for the government, which is struggling with slow economic growth and high inflation. However, despite massive decline in rupee’s value, the country’s exports have failed to register any noticeable increase during the period.
-Food imports down 24pc, exports up 14pc in Q1 FY20
Food group imports into the country during the first quarter of the current financial year (July-Sept 2019-20) decreased considerably by 24.7pc, whereas exports increased by 13.98pc compared with the corresponding period of last year.
The import of food commodities into the country during the period under review came down from $1.45 billion to $1 billion, whereas the exports increased from $864 million to $984.7 million, according to latest data released by the Pakistan Bureau of Statistics (PBS).
-Chinese Smartphone Company Realme to build mobile phone manufacturing factory in Pakistan
Chinese company Realme's Director of Marketing in Pakistan Mr He Shunzi in an interview disclosed that Realme is planning to set up the mobile phone manufacturing factory in Pakistan. He told that company is inspecting locations in Islamabad, Peshawar, and Faisalabad Industrial Estate for suitable land. Pakistani mobile market offers guaranteed capital as Realme ranked top five android brands in Pakistan in less than nine months, capturing 8% of total market share, he added.
-Chinese Coal Giant Wants to Convert Thar’s Coal to Diesel
China’s Shenhua Ningxia Coal Industry Group will help convert Thar’s coal into oil and the talks between the two parties are underway. The Shenhua Ningxia Coal Industry Group is a subsidiary of China’s biggest coal producer, the Shenhua Group and the company already has the world’s largest plant for converting coal into diesel, with an annual production capacity of 4 million tons in Ningxia in its portfolio.
The agreement, if signed, will be a ‘game-changer’ for Pakistan, believes Adviser to Prime Minister on Petroleum Nadeem Babar, who accompanied Imran Khan on his recent visit to China. The Pakistani delegation held talks with the Shenhua Group during the trip:
-In a positive development, Pakistan projected among top 20 rising economic growth engines of the World
Pakistan projected among 20 top rising economic growth engines of the World that would dominate the global growth in next 5 years. Pakistan has been projected as one of 20 countries that will dominate global growth in five years time in 2024, an assessment made by Bloomberg using data from the International Monetary Fund (IMF).
-In a positive development, Pakistan textile exports register increase
Textile exports from the country increased by 2.95pc during the first quarter of the current fiscal year (July-Sept FY20) compared with the corresponding period of the last fiscal year. The textile exports during the period under review were recorded at $3,371.974 million as against the exports of $3,275.303 million during July-September 2018-19, according to latest data by the Pakistan Bureau of Statistics (PBS).
The textile commodities that contributed to the positive growth included raw cotton, exports of which grew by 53.65pc, from $7.047 million to $10.828 million. Similarly, the exports of yarn (other than cotton yarn) increased by 21.95pc, from $7.759 million last year to $9.462 million, while that of knitwear surged by 11.14pc, from $701.393 million to $779.548 million.
-Kartarpur Corridor will open to public on November 9: PM Imran
Prime Minister Imran Khan on Sunday announced that Pakistan will inaugurate the Kartarpur Corridor on November 9. The premier’s announcement came via a Facebook post in which he said that construction work on the Pakistani side had entered the final stage. “Pakistan is all set to open its doors for Sikhs from all across the globe,” he wrote. “World’s largest Gurdwara will be visited by Sikhs from across India and other parts of the world,” he said.
-'$1.2b penalty in Karkey case likely to be waived'
Pakistan Tehreek-e-Insaf (PTI) leader and senior lawyer Babar Awan has said that the $1.2 billion penalty that Pakistan has to pay to Turkey’s Karkey rental power plant is likely to be waived.
“International institutions, through high-level backdoor contacts, have agreed to waive off the penalty. This is very good news for Pakistan,” said Awan while addressing the media on Friday. “International institutions have shown their trust in Prime Minister Imran Khan,” he added.
-Punjab Govt to Introduce a Unified Tax Collection System
Punjab government is contemplating the introduction of a unified tax collection system in the province. The unified system will streamline the tax collection process and facilitate the taxpayers. At the moment, Punjab Revenue Department, Excise and Taxation Department, and local administrations collect taxes in Punjab. On Sunday, Finance Minister of Punjab, Makhdoom Hashim Jawan Bakht, headed a meeting of Punjab Revenue Authority (PRA). Bakht said that a special tax management unit will be set up at the Punjab finance department that will unify tax collection all across the country.
-PM To Launch Clean Green Pakistan Index for Multiple Cities
Prime Minister’s Adviser on Climate Change, Malik Amin Aslam, said that Imran Khan will launch the Clean Green Pakistan Index (CGPI) at a grand launching ceremony on October 30. The initiative is aimed at introducing competition among cities on various indicators, including public access to clean drinking water, safe sanitation, effective solid waste management, and tree plantation.
The prime minister will announce a six-month competition among 19 cities of Punjab and Khyber-Pakhtunkhwa provinces, he added. The adviser said that after six months, these cities will be ranked again and those with prominent progress will be rewarded with special federal and provincial government funds and more cities will be joining the competition.
-PM Khan Will Lay The Foundation of Baba Guru Nanak University on Oct. 28
Prime Minister Imran Khan is going to lay the foundation stone of Baba Guru Nanak University on October 28. The establishment of this university in Nankana Sahib was announced earlier this year when PM Khan was in the town for a Spring Tree Plantation Campaign.
-Sindh govt invites bids for Dhabeji SEZ
The Sindh government has launched the well-connected Dhabeji Special Economic Zone in district Thatta near Port Qasim, according to a statement issued on Monday. In this connection, the Sindh Economic Zones Management Company (SEZMC), being the provincial SEZ custodian, has invited proposals for the development and operation of Dhabeji project through an advertisement published in leading national and international newspapers.
Dhabeji SEZ was highlighted in the recent meeting of the China-Pakistan Economic Corridor (CPEC) Joint Working Group on Industrial Cooperation. The senior officials of China’s National Development Reforms Commission (NDRC) appreciated the Sindh government on the progress made so far. The Sindh government launched the project through an international competitive bidding process as a build-up to the upcoming 10th Joint Coordination Committee (JCC) meeting between China and Pakistan, which would be held next month.
-Rice exports surge 51pc in first quarter FY20
Rice exports from the country during the first quarter of the financial year 2019-20 grew by 50.76pc as compared to the corresponding period last year. During the July-September period, about 839,356 metric tonnes of rice, worth $470.584 million, were exported as compared the exports of 551.5,86 metric tonnes, valuing $312.147 million, during the same period of FY19.
According to data released by the Pakistan Bureau of Statistics, the exports of basmati rice increased by 47.29pc, as 212,873 metric tonnes of basmati rice ($194.669 million) were exported during the first quarter of FY20, as compared the 127,669 metric tonnes ($132.166 million) in the same period of last year. Meanwhile, 34,090 metric tonnes of fish and fish preparations worth $79.549 million were also exported in the period under review as compared to the exports of 25,859 metric tonnes valuing $67.294 million during the same period of last year.
submitted by FashBasher1 to pakistan [link] [comments]

Looking for someone to collaborate with in exploring some of the fundamental questions in algo trading in relation to quantitative analysis and the Forex market specifically.

I got interested in both algo trading and Forex about the same time. I figured that if I was going to trade in the Forex market or any market there after, I was going to use algorithms to do the trading for me. I wanted to minimize the "human factor" from the trading equation. With the research I have done so far, it seems that human psychology and its volatile nature can skew ones ability to make efficient and logical trades consistently. I wanted to free myself from that burden and focus on other areas, specifically in creating a system that would allow me to generate algorithms that are profitable more often then not.
Consistently generating strategies that are more profitable then not is no easy task. There are a lot of questions one must first answer (to a satisfactory degree) before venturing forward in to the unknown abyss, lest you waste lots of time and money mucking about in the wrong direction. These following questions are what I have been trying to answer because I believe the answers to them are vital in pointing me in the right direction when it comes to generating profitable strategies.
Can quantitative analysis of the Forex market give an edge to a retail trader?
Can a retail trader utilize said edge to make consistent profits, within the market?
Are these profits enough to make a full time living on?
But before we answer these questions, there are even more fundamental questions that need to be answered.
To what degree if any is back-testing useful in generating successful algo strategies?
Are the various validation testing procedures such as monte carlo validation, multi market analysis, OOS testing, etc... useful when trying to validate a strategy and its ability to survive and thrive in future unseen markets?
What are the various parameters that are most successful? Example... 10% OOS, 20% OOS, 50%......?
What indicators if any are most successful in helping generate profitable strategies?
What data horizons are best suited to generate most successful strategies?
What acceptance criteria correlate with future performance of a strategy? Win/loss ratios, max draw-down, max consecutive losses, R2, Sharpe.....?
What constitutes a successful strategy? Low decay period? High stability? Shows success immediately once live? What is its half life? At what point do you cut it loose and say the strategy is dead? Etc....
And many many more fundamental questions....
As you can see answering these questions will be no easy or fast task, there is a lot of research and data mining that will have to be done. I like to approach things from a purely scientific method, make no assumptions about anything and use a rigorous approach when testing, validating any and all conclusions. I like to see real data and correlations that are actually there before I start making assumptions.
The reason I am searching for these answers is because, they are simply not available out on the internet. I have read many research papers on-line, and articles on this or that about various topics related to Forex and quantitative analysis, but whatever information there is, its very sparse or very vague (and there is no shortage of disinformation out there). So, I have no choice but to answer these questions myself.
I have and will be spending considerable time on the endeavour, but I am also not delusional, there is only so much 1 man can do and achieve with the resources at his disposal. And at the end of the whole thing, I can at least say I gave it a good try. And along the way learn some very interesting things (already had a few eureka moments).
Mo workflow so far has consisted of using a specific (free) software package that generate strategies. You can either use it to auto generate strategies or create very specific rules yourself and create the strategies from scratch. I am not a coder so I find this tool quite useful. I mainly use this tool to do lots of hypothesis testing as I am capable of checking for any possible correlations in the markets very fast, and then test for the significance if any of said correlations.
Anyways who I am looking for? Well if you are the type of person that has free time on their hands, is keen on the scientific method and rigorous testing and retesting of various hypothesis, hit me up. You don't need to be a coder or have a PHD in statistics. Just someone who is interested in answering the same questions I am.
Whats the end goal? I want to answer enough of these questions with enough certainty, whereby I can generate profitable algo strategies consistently. OR, maybe the answer is that It cant be done by small fry such as a retail trader. And that answer would be just as satisfactory, because It could save me a lot more time and money down the road, because I could close off this particular road and look elsewhere to make money.
submitted by no_witty_username to algotrading [link] [comments]

Easiest Markets to Trade - Is There Such A Thing?

I started trading Forex back in 2008 and one of the first things I learned is that one simply does not make money in Forex (unless you're a broker). I made 400% in 6 months then blew up my acc. After that, I didn't traded for years just to start trading crypto in 2016. In the meantime I started trading Forex again. While I'm able to make 10%/mo or so trading BTC/USD only, I'm still struggling with Forex. I make some profits, then give them back and so on.
I read some posts here and see you guys are successfuly trading futures, stocks and other markets.
I'm curious if I'm maybe trying on the hard mode all the time? Maybe Forex isn't the easiest market and I should try something different?
In your experience how hard is Forex in comparison to other markets? Is there a particular market/instrument that you find easiest to trade successfully and to make consistent profits?
submitted by cryptomir to Daytrading [link] [comments]

[REVIEW] My First Haul

PK BASF YEEZY BOOST 350 V2 CLAYS
 
Seller: Vicky
Payment Assistance: Zendrian Global Trading
Shipping Agent: Zendrian Global Trading
 
January 5 – Inquire the availability of the shoes and its price in CNY from Vicky’s WhatsApp.
January 6 – Paid Vicky through Zendrian’s payment assistance.
January 7 – Vicky gave the QCs through WhatsApp
January 8 – GLed the pair then Vicky shipped immediately that day.
January 10 – Received by Zendrian warehouse in China
January 17 – Zendrian told me that the package is now available for pickup.
 
Verdict
Seller: My first pair from her. Sobrang bilis niyang mag-reply sa mga inquiry ko. Straightforward lang naman transaction namin. Tinanong ko kung available, price and to be shipped domestically. After that, siya na nagtatanong ng info needed for those. Gaganda ng PK BASF niya imagine GL agad first QC. One more thing, nakadouble box nung sinend niya kay Zendrian. I would love to buy again from her in the future.
Payment Assistance: Mas mura rate ni Zendrian Global Trading kesa SWK. Anyway, mabagal mag-reply and if possible dapat lahat nagawa mo na kung makikipagtransaction ka sakanila like nahulog mo na sa BDO account yung bayad mo and nabigay mo na Alipay account ng seller mo. Since sila palang naman available na murang payment assistance, I would definitely use their payment assistance again in the future unless may bago silang contender.
Shipping Agent: As you can see, almost 7 days bago ko nakuha yung package ko. Medyo pricey with average shipping time and a bad CS. Yung iba 1.5kg yung 1 pair nila sakin 2kg (Yeezys and double boxed din), seems like inconsistent yung weight calculation nila. Paswertehan nalang siguro kung maka1.5 ka or 2kg per pair. Anyway, with this experience, I will not use them again as shipping agent.
 
Price Calculations:
Shoes – 520CNY
Payment Assistance – 7.3946 (BDO Forex) x 1.015 x 520 = 3,903 + 200 = 4,103 PHP
Shipping – 800 PHP / kg x 2 kg = 1,600 PHP + 244 PHP (Lalamove) = 1,844 PHP
Total = 5,947 PHP
 
BUDGET BATCH YEEZY BOOST 350 V2 TRUEFORM & STATIC REFLECTIVE
 
Seller: BMLIN (Yupoo)
Shopping Agent: Ytaopal
Payment Assistance: Zendrian Global Trading
Shipping Agent: Sunwukong/Metro Mercado/Sapo
 
January 6 – Order made in Ytaopal website
January 7 – Ytaopal paid the seller (BMLIN)
January 10 – Received by Ytaopal. Gave me their free QCs
January 13 – Shipped by Ytaopal to SWK’s warehouse in China
January 15 – Received by SWK in China
January 17 – SWK told me that the package is now available for pickup
 
Verdict
Shoes: Ganda ng shoes. It feels great on-foot. However, may mga imperfections lang siya like hindi magkapantay yung stripes and yung pagka-angle niya sa likod ng sapatos. Pero for the price, good quality na siya. You get what you pay for naman.
Ytaopal: Limited yung CS nila which is available only from 9:30AM to 6PM. Also, it’s not available ng lunchtime 12:00PM to 1:00PM. Napakadaling mag-order sa site nila dahil din siguro sa gumawa ng guide (thanks to you!). Anyway, ayoko lang medyo panget yung packing process nila dahil siguro libre lang. Nilagay lang nila yung bawat sapatos sa isang bubble sleeves (4 bubble sleeves in total) then with outer layer na plastic. (for reference) Their CS is not that bad and not that great, but they can do things naman. Like nagrequest ka for QCs this day, expect it na makukuha mo na the next day. Anyway, when it comes to purchasing sa Yupoo, I’ll use Ytaopal again dahil mababa lang fee nila (4%).
Shipping Agent: Halos same CS quality lang sila ni Zendrian but wow, grabe 2 days lang nasa Pinas na agad yung package ko. Yung package in good condition naman, walang sira or whatsoever. Anyway, I would use them again in my next haul dahil napakamura ng rate nila compared kay Zendrian kahit na medyo inconsistent yung shipping time.
 
Price Calculations:
Shoes – 180CNY (Static Reflective) & 160CNY (Trueform) = 340CNY
Domestic Shipping – 30CNY (BMLIN to Ytaopal) + 55CNY (Ytaopal to SWK) = 85CNY
Ytaopal’s Additional Fees – 340 + 85 = 425CNY x 1.04 = 442CNY
Payment Assistance – 7.3946 (BDO Forex) x 1.015 x 442CNY = 3,318 PHP + 133 = 3,451 PHP
Shipping – 580 PHP / kg x 1.5 kg = 870 PHP + 132 PHP (Lalamove) = 1,002 PHP
Total = 3,451 + 1,002 = 4,453 PHP
 
GUCCI ACE BEES EMBROIDERED SNEAKER
 
Seller: Jin (Yupoo)
Shopping Agent: Ytaopal
Payment Assistance: Zendrian Global Trading
Shipping Agent: DHL
 
January 6 – Order made in Ytaopal website
January 7 – Ytaopal paid Jin
January 13 – Received by Ytaopal. Gave me their free QCs
January 15 – Shipped by Ytaopal to DHL
PENDING –
 
Verdict
Shoes: -
Shipping Agent: No to DHL again.
 
Price Calculations
Shoes – 450CNY
Domestic Shipping – 10CNY (Jin to Ytaopal)
DHL Fees – 2.9kg (double box) = 300CNY
Ytaopal’s Additional Fees – 460 + 300 = 760CNY x 1.04 = 790.4CNY
Payment Assistance - 7.3946 (BDO Forex) x 1.015 x 790.4CNY = 5,933 PHP + 67 = 6,000 PHP
Total = 6,000 PHP
 
NOTES:
Vicky’s WhatsApp – +8615892088077
Zendrian Global Trading
BMLIN’s Yupoo
Jin’s Yupoo
Sunwukongph
Ytaopal Guide
submitted by bandosarmadyl to u/bandosarmadyl [link] [comments]

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