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Next steps after finishing Trading and Machine Learning specialization

Hello everyone, I just finished a specialization entailing using google AI platform and Big Query ML to develop trading strategies as well as RL agents, yet I’ve only been able to do this on historical data, I was hoping someone who’s already been through all this could advise me on the next steps. I’m looking to now go ahead and create automated trading systems based on the models and Reinforcement learning agents I have learned to develop. The books and courses I have taken have lead me up to what seems to be everything other than actually connecting to a live demo account to go ahead and create an automated system to now play out the models and such. I’ve been using Quandl and Open AI gym, not sure how I transition my agent from a Gym environment to live trading on a demo account because all the books and courses I have taken seem to purposely avoid this step. I’m really looking to use RL for forex trading but I don’t know how I would connect systems to a MT4 GUI, so I was just hoping someone might be able to point me in the right direction about how I should go about connecting an API to my AI platform notebooks to test my models live. Any direction would be greatly appreciated thanks everyone, I’m really looking forward to getting started in the industry; if I can figure this last thing out I don’t think it will be a problem haha, but stuck till then!
submitted by Alien_Love_ to algotrading [link] [comments]

Preparing for the Impulse: The Japanese Yen Surge

Preparing for the Impulse: The Japanese Yen Surge
See first: https://www.reddit.com/Forex/comments/clx0v9/profiting_in_trends_planning_for_the_impulsive/

Against it's major counterparts, the JPY has been showing a lot of strength. It's now getting into areas where it is threatening breakouts of decade long support and resistance levels.

Opportunity for us as traders if this happens is abundant. We've not seen trading conditions like this for over 10 years on this currency, and back then it was a hell of a show! In this post I'll discuss this, and my plans to trade it.

I'm going to focus on one currency pair, although I do think this same sort of move will be reflected across most of the XXXJPY pairs. The pair I will be using is GBPJPY. I like the volatility in this pair, and along with the JPY looking continually strong and there being uncertainty in the GBP with possible Brexit related issues, this seems like an ideal target for planning to trade a strong move up in the JPY.

The Big Overview

I'll start by drawing your attention to something a lot of you will have probably not been aware of. GBPJPY has always been in a downtrend. All this stuff happening day to day, week to week and month to month has always fitted into an overall larger downtrend. In the context of that downtrend, there have been no surprises in the price moves GBPJPY has made. This is not true of the real world events that drove these moves. Things like market crashes, bubbles and Brexit.

https://preview.redd.it/5gfhwxcy6wj31.png?width=663&format=png&auto=webp&s=4d4806dee84a7bbe073e08d153da946222893eeb

Source: https://www.poundsterlinglive.com/bank-of-england-spot/historical-spot-exchange-rates/gbp/GBP-to-JPY

I know this has been largely sideways for a long time, but it is valid to say this is a downtrend. The highs are getting lower, and the lows have been getting lower (last low after the Brexit fall and following 'flash crash' some weeks later).
This is important to understand, because it's going to help a lot when we look at what has happened over the last 5 - 10 years in this pair, and what it tells us might be about to happen in the coming few months and year to come. If the same pattern continues, a well designed and executed trade plan can make life changing money for the person who does that. I hope those of you who take the time to check the things I say here understand that is very feasible.

The last Decade


In the same way I've shown you how we can understand when a trend has corrective weeks and see certain sorts of price structure in that, from 2012 to 2015 GBPJPY had a corrective half decade. In the context of large price moves over decades, this was a sharp correction. I've discussed at length in my posts how sharp corrections can then lead into impulse legs.

https://preview.redd.it/kvnrqau07wj31.png?width=675&format=png&auto=webp&s=8e96f02a189a811d511ef7946037fd670d106b1b
I've explained though my posts and real time analysis and trades in the short term how in an impulse leg we would expect to see a strong move in line with the trend, then it stalling for a while. Choppy range. Then there being a big spike out move of that range. Making dramatic new lows. Then we'd enter into another corrective cycle (I've been showing you weeks, it's more practical. We'll be looking at the same thing scaled out over longer, that's all).

At this point, we can say the following things which are all non-subjective.
  • GBPJPY has always been in a downtrend.
  • A clear high after a strong rally was made in 2016
  • Since then, GBPJPY has downtrended
5 year chart confirms the latter two points.

https://preview.redd.it/a44rzzs47wj31.png?width=686&format=png&auto=webp&s=43fbebe933fa80d1c24a1f8fde2c08653d125d18

These are interesting facts. We can do a lot of with this information to understand where we may really be in the overall context of what this pair is doing.

The Clear Trend Cycle of the Last 5 Years


If we were to use the Elliot Wave theory, based on the above data we have we'd expect to see down trending formations on the weekly chart over the last 5 years. These would form is three distinct trend legs, each having a corrective pattern after. We would expect to see after that a strong correction (corrective year in down trending 5 year cycle), it stop at the 61.8% fib and then resume a down trend. The down trend would form similarly in three main moves.

https://preview.redd.it/ghvgzr577wj31.png?width=663&format=png&auto=webp&s=caeedc4f48ab3b4d1ed921ef519a33200db62868

Whether or not you believe Elliot Wave theory is any good or not, this is what it would predict. If you gave someone who knew about Elliot trading the facts we've established - they'd make this prediction. So let's see how that would look on the GBPJPY chart. I'm having problems with my cTrader platform today, so will have to use MT4 charting.


These are three distinct swings from a high to a low. It also fits all the other Elliot rules about swing formation (which I won't cover, but you can Google and learn if you'd like to). We then go into a period of correction. GBPJPY rallies for a year.
This corrective year does not look very different from a corrective week. Which I've shown how we can understand and trade though various different posts.

https://preview.redd.it/m9ga8pp97wj31.png?width=590&format=png&auto=webp&s=6ed069207b8297c0ab67d6608206b57a1b354fef
Source: https://www.reddit.com/Forex/comments/cwwe34/common_trading_mistakes_how_trend_strategies_lose/

Compare the charts, there is nothing different. It's not because I've copied this chart, it is just what a trend and correction looks like. I've shown this is not curve fitting by forecasting these corrective weeks and telling you all my trades in them (very high success rate).

What about the retrace level?
When we draw fibs from the shoulders high (which is where the resistance was, there was a false breakout of it giving an ever so slightly higher high), it's uncanny how price reacted to this level.

https://preview.redd.it/68pa0bgc7wj31.png?width=667&format=png&auto=webp&s=8f78ce2c11f267f32dacd17c8717dcfa1f8bcb6a
This is exactly what the theory would predict. I hope even those sceptical about Elliot theory can agree this looks like three trend moves with corrections, a big correction and then a top at 61.8%. Which is everything the starting data would predict if the theory was valid and in action.

Assumptions and Planning


To this point, I've made no assumptions. This is a reporting/highlighting of facts on historical data of this pair. Now I am going to make some assumptions to use them to prepare a trade plan. These will be;

  • This is an Elliot formation, and will continue to be.
  • Since it is, this leg will have symmetry to the previous leg.

I'll use the latter to confirm the former. I'll use a projection of what it'd look like if it was similar to the previous move. I'll put in my markers, and look for things to confirm or deny it. There'll be ways to both suggest I am right, and suggest I am wrong. For as long as nothing that obviously invalidates these assumptions happens in the future price action, I'll continue to assume them to be accurate.

Charting Up for Forecasts

The first thing I have do here is get some markers. What I want to do is see if there is a consistency in price interactions on certain fib levels (this is using different methods from what I've previously discussed in my posts, to avoid confusion for those who follow my stuff). I am going to draw extension swings and these will give level forecasts. I have strategies based upon this, and I'm looking for action to be consistent with these, and also duplicated in the big swings down.
I need to be very careful with how I draw my fibs. Since I can see what happened in the chart, it obviously gives me some bias to curve fit to that. This does not suit my objective. Making it fit will not help give foresight. So I need to look for ways to draw the fib on the exact same part of the swing in both of the moves.

https://preview.redd.it/d5qwm8vg7wj31.png?width=662&format=png&auto=webp&s=ad2deba557f9f6d8a0fe06d34cbe3307e7cccc24

These two parts of price moves look like very similar expressions of each other to me. There is the consolidation at the low, and then a big breakout. Looking closer at the top, both of them make false breakouts low before making a top. So I am going to use these swings to draw my fibs on, from the low to the high. What I will be looking for as specific markers is the price reaction to the 1.61% level (highly important fib).
A strategy I have designed around this would look for price to stall at this level, bounce a bit and then make a big breakout and strong trend. This would continue into the 2.20 and 2.61 extension levels. So I'm interested to see if that matches in.

https://preview.redd.it/mpoqz4aj7wj31.png?width=663&format=png&auto=webp&s=710d72120085c1e137c800f57a36f910f78eebcb
Very similar price moves are seen in the area where price traded through the 1.61 level. The breakout strategy here predicts a retracement and then another sell to new lows.
On the left swing, we made a retracement and now test lows. On the right swing, we've got to the point of testing the lows here. This is making this level very important. The breakout strategy here would predict a swing to 61 is price breaks these lows. This might sound unlikely, but this signal would have been flagged as possible back in 2008. It would require the certain criteria I've explained here, and all of this has appeared on the chart since then. This gives me many reasons to suspect a big sell is coming.

On to the next assumption. For this fall to happen in a strong style like all of these are suggesting, it'd have to be one hell of a move. Elliot wave theory would predict this, if it was wave 3 move, these are the strongest. From these I'm going to form a hypothesis and then see if I can find evidence for or against it. I am going to take the hypothesis that where we are in this current GBPJPY chart is going to late come to been seen in a larger context as this.

https://preview.redd.it/tkfzja5n7wj31.png?width=661&format=png&auto=webp&s=47fc014619a61728f16e1527e729b82edad6b94e

This hypothesis would have the Brexit lows and correction from this being the same as the small bounce up before this market capitulated. This would forecast there being a break in this pair to the downside, and that then being followed by multiple sustained strong falls. I know this looks insanely big ... but this is not much in the context of the theme of the last 50 years. This sort of thing has always been what happened when we made this breakout.

Since I have my breakout strategy forecasting 61, I check for confluence of anything that may also give that area as a forecast. I'm looking for symmetry, so I take the ratio of the size of the first big fall on the left to the ratio of when it all out crashed. These legs are close to 50% more (bit more, this is easy math). The low to high of the recent swing would be 7,500 pips. So this would forecast 11,000.
When you take that away from the high of 156, it comes in very close to 61. Certainly close enough to be considered within the margin of error this strategy has for forecasting.

I will be posting a lot more detailed trade plans that this. Dealing specific levels to plan to engage the market, stop trailing and taking profit. I'll also quite actively track my trades I am making to enter into the market for this move. This post is to get the broad strokes of why I'm looking for this trade in place, and to help you to have proper context by what I mean when you hear me talking about big sells on this pair and other XXXJPY pairs.
submitted by whatthefx to Forex [link] [comments]

Preparing for the Impulse: The Japanese Yen Surge

Preparing for the Impulse: The Japanese Yen Surge
Against it's major counterparts, the JPY has been showing a lot of strength. It's now getting into areas where it is threatening breakouts of decade long support and resistance levels.

Opportunity for us as traders if this happens is abundant. We've not seen trading conditions like this for over 10 years on this currency, and back then it was a hell of a show! In this post I'll discuss this, and my plans to trade it.

I'm going to focus on one currency pair, although I do think this same sort of move will be reflected across most of the XXXJPY pairs. The pair I will be using is GBPJPY. I like the volatility in this pair, and along with the JPY looking continually strong and there being uncertainty in the GBP with possible Brexit related issues, this seems like an ideal target for planning to trade a strong move up in the JPY.

The Big Overview

I'll start by drawing your attention to something a lot of you will have probably not been aware of. GBPJPY has always been in a downtrend. All this stuff happening day to day, week to week and month to month has always fitted into an overall larger downtrend. In the context of that downtrend, there have been no surprises in the price moves GBPJPY has made. This is not true of the real world events that drove these moves. Things like market crashes, bubbles and Brexit.

https://preview.redd.it/9r6rnqo4rvj31.png?width=1258&format=png&auto=webp&s=738602a2157e08c3f9ec6c588ae603edb5b71a36
Source: https://www.poundsterlinglive.com/bank-of-england-spot/historical-spot-exchange-rates/gbp/GBP-to-JPY

I know this has been largely sideways for a long time, but it is valid to say this is a downtrend. The highs are getting lower, and the lows have been getting lower (last low after the Brexit fall and following 'flash crash' some weeks later).
This is important to understand, because it's going to help a lot when we look at what has happened over the last 5 - 10 years in this pair, and what it tells us might be about to happen in the coming few months and year to come. If the same pattern continues, a well designed and executed trade plan can make life changing money for the person who does that. I hope those of you who take the time to check the things I say here understand that is very feasible.

The last Decade


In the same way I've shown you how we can understand when a trend has corrective weeks and see certain sorts of price structure in that, from 2012 to 2015 GBPJPY had a corrective half decade. In the context of large price moves over decades, this was a sharp correction. I've discussed at length in my posts how sharp corrections can then lead into impulse legs.
https://preview.redd.it/j5q3jrtvsvj31.png?width=1269&format=png&auto=webp&s=a76fdb3de6e943234352f4b9832483c35e082a4b
I've explained though my posts and real time analysis and trades in the short term how in an impulse leg we would expect to see a strong move in line with the trend, then it stalling for a while. Choppy range. Then there being a big spike out move of that range. Making dramatic new lows. Then we'd enter into another corrective cycle (I've been showing you weeks, it's more practical. We'll be looking at the same thing scaled out over longer, that's all).

At this point, we can say the following things which are all non-subjective.
  • GBPJPY has always been in a downtrend.
  • A clear high after a strong rally was made in 2016
  • Since then, GBPJPY has downtrended
5 year chart confirms the latter two points.

https://preview.redd.it/ac1kjwr1uvj31.png?width=1249&format=png&auto=webp&s=f94861cab758119231fff168233bebac832cf456

These are interesting facts. We can do a lot of with this information to understand where we may really be in the overall context of what this pair is doing.

The Clear Trend Cycle of the Last 5 Years


If we were to use the Elliot Wave theory, based on the above data we have we'd expect to see down trending formations on the weekly chart over the last 5 years. These would form is three distinct trend legs, each having a corrective pattern after. We would expect to see after that a strong correction (corrective year in down trending 5 year cycle), it stop at the 61.8% fib and then resume a down trend. The down trend would form similarly in three main moves.

Whether or not you believe Elliot Wave theory is any good or not, this is what it would predict. If you gave someone who knew about Elliot trading the facts we've established - they'd make this prediction. So let's see how that would look on the GBPJPY chart. I'm having problems with my cTrader platform today, so will have to use MT4 charting.


https://preview.redd.it/s8vguiimvvj31.png?width=823&format=png&auto=webp&s=96d023db99041c9ba91f61ab87d3bd48de8da514
These are three distinct swings from a high to a low. It also fits all the other Elliot rules about swing formation (which I won't cover, but you can Google and learn if you'd like to). We then go into a period of correction. GBPJPY rallies for a year.
This corrective year does not look very different from a corrective week. Which I've shown how we can understand and trade though various different posts.
https://preview.redd.it/yowdmil6wvj31.png?width=733&format=png&auto=webp&s=bad142803823e6a7f8af56ef63ebebc574210c4b
Source: https://www.reddit.com/Forex/comments/cwwe34/common_trading_mistakes_how_trend_strategies_lose/

Compare the charts, there is nothing different. It's not because I've copied this chart, it is just what a trend and correction looks like. I've shown this is not curve fitting by forecasting these corrective weeks and telling you all my trades in them (very high success rate).

What about the retrace level?
When we draw fibs from the shoulders high (which is where the resistance was, there was a false breakout of it giving an ever so slightly higher high), it's uncanny how price reacted to this level.
https://preview.redd.it/axvtd22wwvj31.png?width=822&format=png&auto=webp&s=518f309232552ea33921e939b08d2bf28ba76f0b
This is exactly what the theory would predict. I hope even those sceptical about Elliot theory can agree this looks like three trend moves with corrections, a big correction and then a top at 61.8%. Which is everything the starting data would predict if the theory was valid and in action.

Assumptions and Planning


To this point, I've made no assumptions. This is a reporting/highlighting of facts on historical data of this pair. Now I am going to make some assumptions to use them to prepare a trade plan. These will be;

  • This is an Elliot formation, and will continue to be.
  • Since it is, this leg will have symmetry to the previous leg.

I'll use the latter to confirm the former. I'll use a projection of what it'd look like if it was similar to the previous move. I'll put in my markers, and look for things to confirm or deny it. There'll be ways to both suggest I am right, and suggest I am wrong. For as long as nothing that obviously invalidates these assumptions happens in the future price action, I'll continue to assume them to be accurate.

Charting Up for Forecasts

The first thing I have do here is get some markers. What I want to do is see if there is a consistency in price interactions on certain fib levels (this is using different methods from what I've previously discussed in my posts, to avoid confusion for those who follow my stuff). I am going to draw extension swings and these will give level forecasts. I have strategies based upon this, and I'm looking for action to be consistent with these, and also duplicated in the big swings down.
I need to be very careful with how I draw my fibs. Since I can see what happened in the chart, it obviously gives me some bias to curve fit to that. This does not suit my objective. Making it fit will not help give foresight. So I need to look for ways to draw the fib on the exact same part of the swing in both of the moves.

https://preview.redd.it/xgvofjcl0wj31.png?width=823&format=png&auto=webp&s=6d2564bbe2ece9506c425397c672c16cd75a2766
These two parts of price moves look like very similar expressions of each other to me. There is the consolidation at the low, and then a big breakout. Looking closer at the top, both of them make false breakouts low before making a top. So I am going to use these swings to draw my fibs on, from the low to the high. What I will be looking for as specific markers is the price reaction to the 1.61% level (highly important fib).
A strategy I have designed around this would look for price to stall at this level, bounce a bit and then make a big breakout and strong trend. This would continue into the 2.20 and 2.61 extension levels. So I'm interested to see if that matches in.

https://preview.redd.it/4tl024da2wj31.png?width=810&format=png&auto=webp&s=09a813fcdf67a0fac41ff1d9a44b540fd1298106
Very similar price moves are seen in the area where price traded through the 1.61 level. The breakout strategy here predicts a retracement and then another sell to new lows.
On the left swing, we made a retracement and now test lows. On the right swing, we've got to the point of testing the lows here. This is making this level very important. The breakout strategy here would predict a swing to 61 is price breaks these lows. This might sound unlikely, but this signal would have been flagged as possible back in 2008. It would require the certain criteria I've explained here, and all of this has appeared on the chart since then. This gives me many reasons to suspect a big sell is coming.

On to the next assumption. For this fall to happen in a strong style like all of these are suggesting, it'd have to be one hell of a move. Elliot wave theory would predict this, if it was wave 3 move, these are the strongest. From these I'm going to form a hypothesis and then see if I can find evidence for or against it. I am going to take the hypothesis that where we are in this current GBPJPY chart is going to late come to been seen in a larger content as this.

https://preview.redd.it/ctcill674wj31.png?width=814&format=png&auto=webp&s=538847fce98009b8177e079aa6a3ecba0684e73f
This hypothesis would have the Brexit lows and correction from this being the same as the small bounce up before this market capitulated. This would forecast there being a break in this pair to the downside, and that then being followed by multiple sustained strong falls.
Since I have my breakout strategy forecasting 61, I check for confluence of anything that may also give that area as a forecast. I'm looking for symmetry, so I take the ratio of the size of the first big fall on the left to the ratio of when it all out crashed. These legs are close to 50% more (bit more, this is easy math). The low to high of the recent swing would be 7,500 pips. So this would forecast 11,000.
When you take that away from the high of 156, it comes in very close to 61. Certainly close enough to be considered within the margin of error this strategy has for forecasting.

I will be posting a lot more detailed trade plans that this. Dealing specific levels to plan to engage the market, stop trailing and taking profit. I'll also quite actively track my trades I am making to enter into the market for this move. This post is to get the broad strokes of why I'm looking for this trade in place, and to help you to have proper content by what I mean when you hear me talking about big sells on this pair and other XXXJPY pairs.
submitted by whatthefx to u/whatthefx [link] [comments]

stock marketing full guide 2019

stock marketing full guide 2019
stock market

What's the Stock Market? full guide.

The inventory market refers back to the assortment of markets and exchanges the place common actions of shopping for, promoting, and issuance of shares of publicly-held firms happen. Such monetary actions are performed by way of institutionalized formal exchanges or over-the-counter (OTC) marketplaces which function underneath an outlined set of laws. There may be a number of inventory buying and selling venues in a rustic or an area which permit transactions in shares and different types of securities.
Whereas each phrase - inventory market and inventory alternate - are used interchangeably, the latter time period is usually a subset of the previous. If one says that she trades within the inventory market, it implies that she buys and sells shares/equities on one (or extra) of the inventory alternate(s) which are a part of the general inventory market. The main inventory exchanges within the U.S. embrace the New York Stock Exchange (NYSE), Nasdaq, the Higher Different Buying and selling System (BATS). and the Chicago Board Options Exchange (CBOE). These main nationwide exchanges, together with a number of different exchanges working within the nation, type the inventory market of the U.S.
Although it's known as an inventory market or fairness market and is primarily identified for buying and selling shares/equities, different monetary securities - like exchange-traded funds (ETF), corporate bonds and derivatives primarily based on shares, commodities, currencies, and bonds - are additionally traded within the inventory markets.

Read also.

Inventory Market

Understanding the Inventory Market

Whereas right this moment it's potential to buy nearly every part online, there's often a delegated marketplace for each commodity. For example, folks drive to metropolis outskirts and farmlands to buy Christmas bushes, go to the native timber market to purchase wooden and different obligatory materials for house furnishings and renovations, and go to shops like Walmart for his or her common grocery provides.
Such devoted markets function a platform the place quite a few patrons and sellers meet, work together and transact. For the reason that a variety of market individuals is large, one is assured of good worth. For instance, if there is just one vendor of Christmas bushes in your complete metropolis, he could have the freedom to cost any worth he pleases because the patrons gained’t have wherever else to go. If the variety of tree sellers is massive in a standard market, they must compete in opposition to one another to draw patrons. The patrons can be spoiled for selection with low- or optimum-pricing making it a good market with worth transparency. Even whereas buying online, patrons examine costs supplied by totally different sellers on the identical buying portal or throughout totally different portals to get one of the best offers, forcing the assorted online sellers to supply one of the best worth.
An inventory market is an identical designated marketplace for buying and selling numerous sorts of securities in a managed, safe and managed the atmosphere. For the reason that inventory market brings collectively a whole bunch of hundreds of market individuals who want to purchase and promote shares, it ensures honest pricing practices and transparency in transactions. Whereas earlier inventory markets used to situation and deal in paper-based bodily share certificates, the fashionable day computer-aided inventory markets function electronically.

How the Inventory Market Works

In a nutshell, inventory markets present a safe and controlled atmosphere the place market individuals can transact in shares and different eligible monetary devices with confidence with zero- to low-operational danger. Working underneath the outlined guidelines as acknowledged by the regulator, the inventory markets act as primary markets and as secondary markets.
As the main market, the inventory market permits firms to the situation and promote their shares to the wider public for the primary time by way of the method of initial public offerings (IPO). This exercise helps firms increase obligatory capital from traders. It primarily implies that an organization divides itself into quite a few shares (say, 20 million shares) and sells part of these shares (say, 5 million shares) to the wider public at a worth (say, $10 per share).
To facilitate this course of, an organization wants a market the place these shares may be offered. This market is offered by the inventory market. If every part goes as per the plans, the corporate will efficiently promote the 5 million shares at a worth of $10 per share and acquire $50 million value of funds. Traders will get the corporate shares which they will anticipate to carry for his or her most well-liked length, in anticipation of rising in share worth and any potential revenue within the type of dividend funds. The inventory alternate acts as a facilitator for this capital elevating course of and receives a charge for its providers from the corporate and its monetary companions.
Following the first-time share issuance IPO train known as the itemizing course of, the inventory alternate additionally serves because the buying and selling platform that facilitates common shopping for and promoting of the listed shares. This constitutes the secondary market. The inventory alternate earns a charge for each commerce that happens on its platform in the course of the secondary market exercise.
The inventory alternate shoulders the accountability of making certain price transparency, liquidity, price discovery and honest dealings in such buying and selling actions. As nearly all main inventory markets throughout the globe now function electronically, the alternate maintains buying and selling techniques that effectively handle the purchase and promote orders from numerous market individuals. They carry out the worth matching operate to facilitate commerce execution at a worth honest to each patron and sellers.
A listed firm can also supply new, extra shares by way of different choices at a later stage, like by way of rights issue or by way of follow-on offers. They could even buyback or delist their shares. The inventory alternate facilitates such transactions.
The inventory alternate usually creates and maintains numerous market-level and sector-specific indicators, just like the S&P 500 index or Nasdaq 100 index, which give a measure to trace the motion of the general market.
The inventory exchanges additionally preserve all firm information, bulletins, and monetary reporting, which may be often accessed on their official web sites. An inventory alternate additionally helps numerous different corporate-level, transaction-related actions. For example, worthwhile firms might reward traders by paying dividends which often comes from the part of the corporate’s earnings. The alternate maintains all such data and will assist its processing to a sure extent.

Features of an Inventory Market

An inventory market primarily serves the next features:
Truthful Dealing in Securities Transactions: Relying on the usual rules of demand and supply, the inventory alternate wants to make sure that all market individuals have instantaneous entry to information for all purchase and promote orders thereby serving to within the honest and clear pricing of securities. Moreover, it also needs to carry out environment-friendly matching of acceptable purchase and promote orders.
For instance, there could also be three patrons who've positioned orders for purchasing Microsoft shares at $100, $105 and $110, and there could also be 4 sellers who're keen to promote Microsoft shares at $110, $112, $115 and $120. The alternate (by way of their pc operated automated buying and selling techniques) wants to make sure that one of the best purchase and greatest promote are matched, which on this case is at $110 for the given amount of commerce.
Environment-friendly Value Discovery: Inventory markets must assist an environment-friendly mechanism for worth discovery, which refers back to the act of deciding the correct worth of a safety and is often carried out by assessing market provide and demand and different components related to the transactions.
Say, a U.S.-based software program firm is buying and selling at a worth of $100 and has a market capitalization of $5 billion. Information merchandise is available in that the EU regulator has imposed a wonderful of $2 billion on the corporate which primarily implies that 40 % of the corporate’s worth could also be worn out. Whereas the inventory market might have imposed a buying and selling worth vary of $90 and $110 on the corporate’s share worth, it ought to effectively change the permissible buying and selling worth restrict to accommodate for the potential adjustments within the share worth, else shareholders might battle to commerce at a good worth.
Liquidity Upkeep: Whereas getting the variety of patrons and sellers for a specific monetary safety are uncontrolled for the inventory market, it wants to make sure that whosoever is certified and keen to commerce will get instantaneous entry to position orders which ought to get executed on the honest worth.
Safety and Validity of Transactions: Whereas extra individuals are vital for environment-friendly working of a market, the identical market wants to make sure that all individuals are verified and stay compliant with the required guidelines and laws, leaving no room for default by any of the events. Moreover, it ought to make sure that all related entities working out there should additionally adhere to the principles, and work inside the authorized framework given by the regulator.
Help All Eligible Kinds of Contributors: A market is made by quite a lot of individuals, which embrace market makers, traders, merchants, speculators, and hedgers. All these individuals function within the inventory market with totally different roles and features. For example, an investor might purchase shares and maintain them for long run spanning a few years, whereas a dealer might enter and exit a place inside seconds. A market maker gives obligatory liquidity out there, whereas a hedger might prefer to commerce in derivatives for mitigating the danger concerned in investments. The inventory market ought to make sure that all such individuals are capable of function seamlessly fulfilling their desired roles to make sure the market continues to function effectively.
Investor Safety: Together with rich and institutional traders, a really massive variety of small traders are additionally served by the inventory marketplace for their small quantity of investments. These traders might have restricted monetary information, and will not be totally conscious of the pitfalls of investing in shares and different listed devices. The inventory alternate should implement obligatory measures to supply the required safety to such traders to protect them from monetary loss and guarantee buyer belief.
For example, an inventory alternate might categorize shares in numerous segments relying on their danger profiles and permit restricted or no buying and selling by widespread traders in high-risk shares. Derivatives, which have been described by Warren Buffett as monetary weapons of mass destruction, aren't for everybody as one might lose far more than they guess for. Exchanges usually impose restrictions to forestall people with restricted revenue and information from entering into dangerous bets of derivatives.
Balanced Regulation: Listed firms are largely regulated and their dealings are monitored by market regulators, just like the Securities and Exchange Commission (SEC) of the U.S. Moreover, exchanges additionally mandate sure necessities – like, well timed submitting of quarterly monetary stories and instantaneous reporting of any related developments - to make sure all market individuals grow to be conscious of company happenings. Failure to stick to the laws can result in the suspension of buying and selling by the exchanges and different disciplinary measures.

Regulating the Inventory Market

An area monetary regulator or competent financial authority or institute is assigned the duty of regulating the inventory market of a rustic. The Securities and Alternate Fee (SEC) is the regulatory physique charged with overseeing the U.S. inventory markets. The SEC is a federal company that works independently of the federal government and political strain. The mission of the SEC is acknowledged as: "to guard traders, preserve honest, orderly, and environment-friendly markets, and facilitate capital formation."

Inventory Market Contributors

Together with long-term traders and brief time period merchants, there are a lot of several types of gamers related to the inventory market. Everyone has a singular function, however, lots of the roles are intertwined and rely on one another to make the market run successfully.
  • Stockbrokers, also called registered representatives within the U.S., are the licensed professionals who purchase and promote securities on behalf of traders. The brokers act as intermediaries between the inventory exchanges and the traders by shopping for and promoting shares on the traders' behalf. An account with a retail dealer is required to realize entry to the markets.
  • Portfolio managers are professionals who make investments portfolios, or collections of securities, for purchasers. These managers get suggestions from analysts and make the purchase or promote choices for the portfolio. Mutual fund firms, hedge funds, and pension plans use portfolio managers to make choices and set the funding methods for the cash they maintain.
  • Investment bankers characterize firms in numerous capacities, comparable to personal firms that wish to go public through an IPO or firms which are concerned in pending mergers and acquisitions. They care for the itemizing course of in compliance with the regulatory necessities of the inventory market.
  • Custodian and depot service suppliers, that are establishment holding prospects' securities for safekeeping in order to reduce the danger of their theft or loss, additionally function in sync with the alternative to switch shares to/from the respective accounts of transacting events primarily based on buying and selling on the inventory market.
  • Market maker: A market maker is a broker-dealer who facilitates the buying and selling of shares by posting bid and ask costs together with sustaining a listing of shares. He ensures adequate liquidity out there for a specific (set of) share(s), and income from the distinction between the bid and the ask worth he quotes.

How Inventory Exchanges Make Cash

Inventory exchanges function as for-profit institutes and cost a charge for his or her providers. The first supply of revenue for these inventory exchanges are the revenues from the transaction charges which are charged for every commerce carried out on its platform. Moreover, exchanges earn income from the itemizing charge charged to firms in the course of the IPO course of and different follow-on choices.
The alternate additionally earn from promoting market information generated on its platform - like real-time information, historical information, abstract information, and reference information – which is significant for fairness analysis and different makes use of. Many exchanges will even promote know-how merchandise, like a buying and selling terminal and devoted community connection to the alternate, to the events for an acceptable charge.
The alternate might supply privileged providers like high-frequency trading to bigger purchasers like mutual funds and asset management companies (AMC), and earn cash accordingly. There are provisions for regulatory charge and registration charge for various profiles of market individuals, just like the market maker and dealer, which type different sources of revenue for the inventory exchanges.
The alternate additionally make income by licensing their indexes (and their methodology) that are generally used as a benchmark for launching numerous merchandise like mutual funds and ETFs by AMCs.
Many exchanges additionally present programs and certification on numerous monetary matters to trade individuals and earn revenues from such subscriptions.

Competitors for Inventory Markets

Whereas particular person inventory exchanges compete in opposition to one another to get most transaction quantity, they're dealing with menace on two fronts.
Darkish Swimming pools: Dark pools, that are personal exchanges or boards for securities buying and selling and function inside personal teams, are posing a problem to public inventory markets. Although their authorized validity is topic to native laws, they're gaining a reputation as individuals save massive on transaction charges.
Blockchain Ventures: Amid rising reputation of blockchains, many crypto exchanges have emerged. Such exchanges are venues for buying and selling cryptocurrencies and derivatives related to that asset class. Although their reputation stays restricted, they pose a menace to the standard inventory market mannequin by automating a bulk of the work completed by numerous inventory market individuals and by providing zero- to low-cost providers.

Significance of the Inventory Market

The inventory market is among the most significant parts of a free-market economic system.
It permits firms to lift cash by providing inventory shares and company bonds. It lets widespread traders take part within the monetary achievements of the businesses, make income by way of capital gains, and earn cash by way of dividends, though losses are additionally potential. Whereas institutional traders {and professional} cash managers do get pleasure from some privileges owing to their deep pockets, higher information and better danger taking skills, the inventory market makes an attempt to supply a stage taking part in subject to widespread people.
The inventory market works as a platform by way of which financial savings and investments of people are channelized into the productive funding proposals. In the long run, it helps in capital formation & financial progress for the nation.

KEY TAKEAWAYS

  • Inventory markets are very important parts of a free-market economic system as a result of they permit democratized entry to buying and selling and alternate of capital for traders of all types.
  • They carry out a number of features in markets, together with environment-friendly worth discovery and environment-friendly dealing.
  • Within the US, the inventory market is regulated by the SEC and native regulatory our bodies.

Examples of Inventory Markets

The primary inventory market on the planet was the London inventory alternate. It was begun in a coffeehouse, the place merchants used to satisfy to alternate shares, in 1773. The primary inventory alternate in the USA of America began in Philadelphia in 1790. The Buttonwood settlement, so named as a result of it was signed underneath a buttonwood tree, marked the beginnings of New York's Wall Avenue in 1792. The settlement was signed by 24 merchants and was the primary American group of its type to commerce in securities. The merchants renamed their enterprise as New York Inventory and Alternate Board in 1817.
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EA (Expert Advisers),What they are and why they are used in Forex

EA (Expert Advisers),What they are and why they are used in Forex


An expert adviser is simply a program which can execute any task it's instructed to do without any direct human involvement required.
They allow the user to automate the trading and analytical process on a given platform such as MT4.If trying to make an EA one needs to use an editor such as Meta Editor on the MT4 terminal. Then the user gives a set of instructions to the program to execute under certain conditions, it can be user to execute multiple trades in seconds or perform analytical process on any given feed/information given on the MT4 platform.
Why EAs are popular and used?
Quick to open positions and react to market volatility:
With so many instruments available to trade and so much analysis to do, humans can not make time for the analysis of the market and cannot open multiple positions to avail all the intraday opportunities in the market. While an EA can analyze a greater number of instruments to make truly a diverse portfolio and react to market volatility much faster.
EA strategies can be back tested:
The set of instructions or the strategy that you code in the EA can be back tested to ensure that it's delivering the results wanted by the developer.
No Emotions to hamper potential profits:
Emotions and psycology plays an important role when the trade goes the wrong way. One of the many benefits of an EA is that it has no emotions as compared to humans and can open close trades based on the parameters given and respond with risk management protocols if trades go wrong.
No rest needed :
Unlike humans the EA doesn't need to eat, sleep, drop kids to school or go to work etc. They start compiling the instruction set whenever the program/EA is executed. It can perform market analysis all the time without break and open trades when there are more potential opportunities in the market which the human trader might be missing because of his busy life.
However traders should be aware of the risks involved with using an EA. There are many good ones giving a substantial return over investment per anum but many of the ones which claim astronomical returns might turn out to be fraudulent. If these astronomical returns were that easy to get using EAs then all banks and hedge funds would just put their money with the EA and the world would be a much richer place :D
While checking for EAs to buy be sure to check their history , user reviews and back tested data before risking your investment. Remember many unethical brokers make fake historical trade data which these fraudulent EA developers market online and entice clients with huge returns.
For more News from the FX Markets visit our website.
We also have on demand webinars for clients who are interested in growing their knowledge in the FX sphere.
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How to get FOREX historical data into metatrader? 90% modeling quality How To Download Historic Data Using The MetaTrader 4 ... Loading More History Into Your Metatrader 4 Platform - YouTube How to import tick data to OrderflowChart using MT4 How To Easily Load Historical Data On MT4 - YouTube Download historical Forex data for FREE in 3 Simple Steps How to Download Historial Forex Data - Metatrader 4 ... MT4 Tips - How to View Trade History Statements and ... How To Download Historical Data in Metatrader 4 - YouTube How To Download Free Historical Data With Metatrader 4 ...

When looking at your MT4 charts, sometimes you are only seeing a small part of the complete historical MT4 data. …and that can cause problems. This doesn't matter so much on lower time frames, but when you are looking at the weekly charts, not having all of the available historical Forex charts data can mean that you are missing important support and resistance levels. Press F2 in MetaTrader 4 terminal, it will bring up your History Center. Select the pair you wish to get historical data from, click "Download". If you want to get 90% backtesting quality, double-click to expand the currency pair which will be segmented into the various time frames, download the M1, M5, M15, M30, H1, H4, D1, W, MN data. Click ... How much historical data is published on MT4 vs. OANDA MT4? OANDA MT4 is populated with daily rates going back to 2002. The historical tool provided by MT4 is not recommended for OANDA clients’ use as it is not supported by OANDA and will display rates that are inconsistent with those from OANDA’s Desktop or mobile trading platforms. Platform Tech / Reply to Thread; Subscribe; 1; Attachments: Exporting historical data from mt4. Exit Attachments . Exporting historical data from mt4 Post # 1; Quote; First Post: Mar 30, 2019 9:56pm Mar 30, 2019 9:56pm xoxo12 Joined May 2014 Status: Member 133 Posts. Does anyone have a working indicator/script/ea that can export all historical data at once. Post # 2; Quote; Mar 31, 2019 ... Historical data MetaTrader 4 / 5 We very often encounter a situation in which our broker provides a limited range of historical quotes of financial instruments on its platform. If we want to make an analysis in a very long term or, more often, to check the effectiveness of our system, we need access to at least several years of history. Aber es gibt durchaus immer noch den klassischen Forex Daten Download für Gratisdaten. Die Währungspaare, die ich trade habe ich hier einmal als Link angehängt. Wer noch niemals Daten in den Metatrader importiert hat, dem möchte ich den Premium-Studienbrief 7 nahelegen, dort gehen wir ausführlich auf das Thema Datenqualität und ... I am trying to backtest but I am unable to download sufficient data into MT4. Oanda says you are the owner of the data. I am looking to backtest 2016 data for the following pairs. EURCHF. AUDCHF. CADCHF. USDCHF. EURUSD. AUDUSD. NZDUSD. NZDCHF. How can I get more historical data into MT4? Thank you, Ryan

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How to get FOREX historical data into metatrader? 90% modeling quality

Demonstrates how to easily acquire free historical data for your trading platform - in 3 simple steps! Note that this video has closed captions that can be translated into your local language. In this video you can see how to download Free Historical Data in Metatrader 4. https://mql4tradingautomation.com/metatrader-download-historical-data-backtes... View our Top 7 MT4 Tips and Tricks here: https://www.gomarkets.com.au/7-of-our-best-metatrader-4-tips-and-tricks/ Printing Out a MT4 Trading Statement and Ac... https://www.forexboat.com/ Get Your Free Membership Now! Downloading historical data in metatrader 4 is important part in backtesting as metatrader is alread... Videos you watch may be added to the TV's watch history and influence TV recommendations. To avoid this, cancel and sign in to YouTube on your computer. Cancel. Confirm. Connecting to your TV on ... How to import daily historical tick data using MT4 platform OrderflowChart Indicator. sorry no sound this time :) for more info please go to http://www.order... Simple Video Tutorial On How To Load Historical Data On MT4 Trading Platform For Back Testing You may not be seeing all of the Forex historical data that is available and that can be a bad thing. ★ Get clean, Daylight Savings Time adjusted MT4 data he... In this video I explained how to get more years of historical data for backtesting purposes. Do it without an internet conecction On Min 34:37 I start talking about 90% modeling quality. Mql4 Programming Tutorials and Forex Trading Training. https://www.jimdandymql4courses.com/ Have money but don't know how to trade? Go here and invest in an ...

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