Forex Simulator - Free download and software reviews

What are some good Forex trading Simulators (prefer web-based, not program)?

Hi, I'm learning Forex and I need a new simulator because my current simulator Investopedia's FXtrader no longer show historical charts of currency pairs. What are some good alternatives? Please help.
submitted by SacredSacrifice to Forex [link] [comments]

How do you guys backtest a strategy?

I'm new to the forex trading and one of the advices that I often come across is to always backtest a strategy first.
First thing that came to mind is to just go through the chart and start moving forward, simulating a trade and logging if the strategy wins or loses. I actually did this in a 15M chart for a range of 3 months, and while the results were enlightening (my strategy sucked only 36% win rate for that pair and strategy), I found the process very tedious.
So my question is are there automated ways to back test a strategy? Like maybe excel or an application?
I was looking into mt5 and expert advisors the other day, and I tried the strategy tester using a free expert advisor. Should I create a script that mimics my strategy and test it using mt5? I have a bit of programming but I don't know where to start.
submitted by Ogre-kun to Forex [link] [comments]

5ers evaluation advice?

I plan on joining the 5ers.com evaluation within the next 6 months. I recently finished perfecting my trading plan and I've avoided learning too much of the academic side of forex because I didn't want to bother if I couldn't manage to be profitable in demo so I still need to hop onto babypips.com and complete the academic fundamentals before I do anything for real but I'm wondering any people that have joined 5ers have any advice for me.
(For the love of god no "5ers is a scam" comments please, I don't care. Those scammers need to be able to put food on the table and I need to provide.)

I've been backtesting a ton and getting solid results but recently during my testing I adjusted and improved it greatly and I did some runs in EUUSD and AUD/NZD in demo using the Soft4FX backtesting simulator so I could avoid unwanted repainters and have a more authentic backtesting experience against one of the most difficult and one of the easiest currencies to trade and I got some good results (I think).
I backtested starting in Oct 2014 until I hit 20% profit in each.
Here's the results for EUUSD which hit 20% in 14 months
I used a 20k account and used 0.1 lot for every trade, I missed out on a lot of profits because I didn't use a position size calc :(
https://i.imgur.com/Trhj7N1.png
and
AUD/NZD which hit it in 6 months
I used a 20k account and used 1% risk for every trade
https://i.imgur.com/TJfsLW6.png
I don't really know how good this is, I would like to hear your thoughts.
My drawdown is pretty good around 1% or less but I'm assuming that's still too risky considering in real trading I'll be trading multiple currencies at once? How to determine my risk for this program?
Also if I get X results in a currency over X time in demo, and assuming those results are the expected average, does that mean the results are multiplied by the average amount of open trades I have?
What should I add to my preparedness checklist?
Appreciate your thoughts :)
submitted by murderisgood to Forex [link] [comments]

THROW YOUR FD's in FDS

Factset: How You can Invest in Hedge Funds’ Biggest Investment
Tl;dr FactSet is the most undervalued widespread SaaS/IT solution stock that exists
If any of you have relevant experience or are friends with people in Investment Banking/other high finance, you know that Factset is the lifeblood of their financial analysis toolkit if and when it’s not Bloomberg, which isn’t even publicly traded. Factset has been around since 1978 and it’s considered a staple like Bloomberg in many wealth management firms, and it offers some of the easiest to access and understandable financial data so many newer firms focused less on trading are switching to Factset because it has a lot of the same data Bloomberg offers for half the cost. When it comes to modern financial data, Factset outcompetes Reuters and arguably Bloomberg as well due to their API services which makes Factset much more preferable for quantitative divisions of banks/hedge funds as API integration with Python/R is the most important factor for vast data lakes of financial data, this suggests Factset will be much more prepared for programming making its way into traditional finance fields. According to Factset, their mission for data delivery is to: “Integrate the data you need with your applications, web portals, and statistical packages. Whether you need market, company, or alternative data, FactSet flexible data delivery services give you normalized data through APIs and a direct delivery of local copies of standard data feeds. Our unique symbology links and aggregates a variety of content sources to ensure consistency, transparency, and data integrity across your business. Build financial models and power customized applications with FactSet APIs in our developer portal”. Their technical focus for their data delivery system alone should make it stand out compared to Bloomberg, whose UI is far more outdated and complex on top of not being as technically developed as Factset’s. Factset is the key provider of buy-side portfolio analysis for IBs, Hedge funds, and Private Equity firms, and it’s making its way into non-quantitative hedge funds as well because quantitative portfolio management makes automation of risk management and the application of portfolio theory so much easier, and to top it off, Factset’s scenario analysis and simulation is unique in its class. Factset also is able to automate trades based on individual manager risk tolerance and ML optimization for Forex trading as well. Not only does Factset provide solutions for financial companies, they are branching out to all corporations now and providing quantitative analytics for them in the areas of “corporate development, M&A, strategy, treasury, financial planning and analysis, and investor relations workflows”. Factset will eventually in my opinion reach out to Insurance Risk Management a lot more in the future as that’s a huge industry which has yet to see much automation of risk management yet, and with the field wide open, Factset will be the first to take advantage without a shadow of a doubt. So let’s dig into the company’s financials now:
Their latest 8k filing reported the following:
Revenue increased 2.6%, or $9.6 million, to $374.1 million compared with $364.5 million for the same period in fiscal 2019. The increase is primarily due to higher sales of analytics, content and technology solutions (CTS) and wealth management solutions.
Annual Subscription Value (ASV) plus professional services was $1.52 billion at May 31, 2020, compared with $1.45 billion at May 31, 2019. The organic growth rate, which excludes the effects of acquisitions, dispositions, and foreign currency movements, was 5.0%. The primary contributors to this growth rate were higher sales in FactSet's wealth and research workflow solutions and a price increase in the Company's international region
Adjusted operating margin improved to 35.5% compared with 34.0% in the prior year period primarily as a result of reduced employee-related operating expenses due to the coronavirus pandemic.
Diluted earnings per share (EPS) increased 11.0% to $2.63 compared with $2.37 for the same period in fiscal 2019.
Adjusted diluted EPS rose 9.2% to $2.86 compared with $2.62 in the prior year period primarily driven by an improvement in operating results.
The Company’s effective tax rate for the third quarter decreased to 15.0% compared with 18.6% a year ago, primarily due to an income tax expense in the prior year related to finalizing the Company's tax returns with no similar event for the three months ended May 31, 2020.
FactSet increased its quarterly dividend by $0.05 per share or 7% to $0.77 marking the fifteenth consecutive year the Company has increased dividends, highlighting its continued commitment to returning value to shareholders.
As you can see, there’s not much of a negative sign in sight here.
It makes sense considering how FactSet’s FCF has never slowed down:
https://preview.redd.it/frmtdk8e9hk51.png?width=276&format=png&auto=webp&s=1c0ff12539e0b2f9dbfda13d0565c5ce2b6f8f1a

https://preview.redd.it/6axdb6lh9hk51.png?width=593&format=png&auto=webp&s=9af1673272a5a2d8df28f60f4707e948a00e5ff1
FactSet’s annual subscriptions and professional services have made its way to foreign and developing markets, and many of them are opting for FactSet’s cheaper services to reduce costs and still get copious amounts of data and models to work with.
Here’s what FactSet had to say regarding its competitive position within the market of providing financial data in its last 10k: “Despite competing products and services, we enjoy high barriers to entry and believe it would be difficult for another vendor to quickly replicate the extensive databases we currently offer. Through our in-depth analytics and client service, we believe we can offer clients a more comprehensive solution with one of the broadest sets of functionalities, through a desktop or mobile user interface or through a standardized or bespoke data feed.” And FactSet is confident that their ML services cannot be replaced by anybody else in the industry either: “In addition, our applications, including our client support and service offerings, are entrenched in the workflow of many financial professionals given the downloading functions and portfolio analysis/screening capabilities offered. We are entrusted with significant amounts of our clients' own proprietary data, including portfolio holdings. As a result, our products have become central to our clients’ investment analysis and decision-making.” (https://last10k.com/sec-filings/fds#link_fullReport), if you read the full report and compare it to the most recent 8K, you’ll find that the real expenses this quarter were far lower than expected by the last 10k as there was a lower than expected tax rate and a 3% increase in expected operating margin from the expected figure as well. The company also reports a 90% customer retention rate over 15 years, so you know that they’re not lying when they say the clients need them for all sorts of financial data whether it’s for M&A or wealth management and Equity analysis:
https://www.investopedia.com/terms/f/factset.asp
https://preview.redd.it/yo71y6qj9hk51.png?width=355&format=png&auto=webp&s=a9414bdaa03c06114ca052304a26fae2773c3e45

FactSet also has remarkably good cash conversion considering it’s a subscription based company, a company structure which usually takes on too much leverage. Speaking of leverage, FDS had taken on a lot of leverage in 2015:

https://preview.redd.it/oxaa1wel9hk51.png?width=443&format=png&auto=webp&s=13d60d2518980360c403364f7150392ab83d07d7
So what’s that about? Why were FactSet’s long term debts at 0 and all of a sudden why’d the spike up? Well usually for a company that’s non-cyclical and has a well-established product (like FactSet) leverage can actually be good at amplifying returns, so FDS used this to their advantage and this was able to help the share’s price during 2015. Also, as you can see debt/ebitda is beginning a rapid decline anyway. This only adds to my theory that FactSet is trying to expand into new playing fields. FactSet obviously didn’t need the leverage to cover their normal costs, because they have always had consistently growing margins and revenue so the debt financing was only for the sake of financing growth. And this debt can be considered covered and paid off, considering the net income growth of 32% between 2018 and 2019 alone and the EPS growth of 33%
https://preview.redd.it/e4trju3p9hk51.png?width=387&format=png&auto=webp&s=6f6bee15f836c47e73121054ec60459f147d353e

EBITDA has virtually been exponential for FactSet for a while because of the bang-for-buck for their well-known product, but now as FactSet ventures into algorithmic trading and corporate development the scope for growth is broadly expanded.
https://preview.redd.it/yl7f58tr9hk51.png?width=489&format=png&auto=webp&s=68906b9ecbcf6d886393c4ff40f81bdecab9e9fd

P/E has declined in the past 2 years, making it a great time to buy.

https://preview.redd.it/4mqw3t4t9hk51.png?width=445&format=png&auto=webp&s=e8d719f4913883b044c4150f11b8732e14797b6d
Increasing ROE despite lowering of leverage post 2016
https://preview.redd.it/lt34avzu9hk51.png?width=441&format=png&auto=webp&s=f3742ed87cd1c2ccb7a3d3ee71ae8c7007313b2b

Mountains of cash have been piling up in the coffers increasing chances of increased dividends for shareholders (imo dividend is too low right now, but increasing it will tempt more investors into it), and on top of that in the last 10k a large buyback expansion program was implemented for $210m worth of shares, which shows how confident they are in the company itself.
https://preview.redd.it/fliirmpx9hk51.png?width=370&format=png&auto=webp&s=1216eddeadb4f84c8f4f48692a2f962ba2f1e848

SGA expense/Gross profit has been declining despite expansion of offices
I’m a bit concerned about the skin in the game leadership has in this company, since very few executives/board members have significant holdings in the company, but the CEO himself is a FactSet veteran, and knows his way around the company. On top of that, Bloomberg remains king for trading and the fixed income security market, and Reuters beats out FactSet here as well. If FactSet really wants to increase cash flow sources, the expansion into insurance and corp dev has to be successful.
Summary: FactSet has a lot of growth still left in its industry which is already fast-growing in and of itself, and it only has more potential at its current valuation. Earnings September 24th should be a massive beat due to investment banking demand and growth plus Hedge fund requirements for data and portfolio management hasn’t gone anywhere and has likely increased due to more market opportunities to buy-in.
Calls have shitty greeks, but if you're ballsy October 450s LOL, I'm holding shares
I’d say it’s a great long term investment, and it should at least be on your watchlist.
submitted by WannabeStonks69 to wallstreetbets [link] [comments]

How To Start Trading Forex Reddit

How To Start Trading Forex Reddit

How to trade Forex and be profitable

Hello and thank you for being here again!
In this article I want to show you how I structure my operations by trading in the currency market. If it can give you ideas or help you in your process, the objective of this post will be more than fulfilled. I will try to be as clear and direct as possible. I'll go point by point:
Index
  • 1. How to trade
  • 2. Intraday or swing trading in Forex?
  • 3. Automatic or Manual Forex Trading
  • 4. Is analysis the key to Forex trading?
  • 5. Learn to create robust trading strategies
  • 6. Best Forex Trading Strategies
    • 6.1. Trading strategies with very simple entry and exit criteria
    • 6.2. Systems with a not very high number of operations or trades
    • 6.3. Strategies with a controlled return/risk
  • 7. Establish connection and disconnection rules for your systems
  • 8. Diversify in Forex
  • 9. What currencies to trade on Forex
  • 10. Why invest (only) in Forex
  • 11. Steps to trade
  • 12. How to start as a professional trader (without knowing how to program)
>>>Start trading with Plus500: open a free account

1. How to trade the Forex Market

Focusing on the basics and keeping it simple. Let me explain, you don't have to rely on hyper-complex strategies, use the software that PETA it and put it on the server next to your broker ... you don't have to be the best programmer, much less get dirty on the graphics of your platform to win money in Forex.
You need systems. The systems work. Results-oriented companies and work methods are systems-based. You should start applying and creating systems because they will allow you:
  • Know what you can expect (return and risk) in results.
  • Measure what you do .
  • Know when what you are applying is stopping working.
Yes, that sitting in front of the computer, looking and saying "I think EUR / USD is going to rise" is the most common thing, but the normal thing here is to lose money. You need winning strategies to start the fight.

2. Intraday or swing trading in Forex?

This question is an interesting question and I make a small indent if you are just starting out. Swing trading are operations that usually last several days and when we talk about intraday or day trading we refer to operations that are closed on the same day.
Well, which one then? Like everything in life, it depends (we are). You have to learn that there is no “best for all”. In my case I combine both operations because I dedicate myself full time to this, but if you are just starting out or are one of the people who get stressed out with trading, I recommend that you focus on swing trading.
As you consolidate here you can start to scale and seek to diversify by doing intraday. But again, this is just something that I recommend based on my own experience and from people I have known over the years.

3. Automatic or Manual Forex Trading

Not all automated Forex trading systems are a panacea, nor are all discretionary or manual systems bad. Stop looking at it like that, we're only talking about execution. This is precisely why I am opting for automated execution. We could talk at length about this and if you find it interesting I can dedicate an article just to it. But think that automation is just how strategy is carried out. Whether this is a winner or a loser is the basis of everything.
Automating a losing strategy does not make it a winner, it is only about applying strategies that are profitable and ensuring that they are executed in the best way (in manual we always cheat alone).

4. Is analysis the key to Forex trading?

Many people think that technical analysis is the key to beating the market and defend it to the last consequences. The same happens with those who think that the only way to make money in the foreign exchange market is through fundamental analysis.
So what really works? What really works and you can check. What good is it if you tell me that this or the other is the best method if you haven't even sat down to draw numbers. Many times it is not with what, but how. That is, they can be different valid methods if they are done well. But for this you need statistics of what you are doing.
>>>Recommended Forex Broker: Plus500 - Visit official website<<<

5. Learn to create robust trading strategies

Let's first see what a robust trading strategy is all about. As traders, we know what has happened in the past, but we don't know what will happen in the market tomorrow. That is why we need systems that are well adapted to changing market circumstances.
How can we know systems adapt well to alterations in the spread, prices ...? Simulating those alterations, something like simulating those conditions and seeing how they behave. There are different tests for this such as: Walk Forward test, Montecarlo, and Multimarket.
These tests give us an idea of ​​how robust our created trading system is and give us a reference. Be careful, I said reference, not absolute truth. Then we will test them, our goal is to leave as little space as possible to chance.

6. Best Forex Trading Strategies

You may be wondering how you are going to manage to create profitable strategies and start with all this. Calm down, there are tools for this, but the important thing here is that you know that the strategies that tend to be more stable over time and give better results are:

6.1. Trading strategies with very simple entry and exit criteria

The opposite of what you may have been told. The simpler our Forex trading systems are, the more likely they will continue to work overtime. I have seen this myself and I know it first hand.
Also, which is more likely to stop working, a system based on six indicators or a system based on one or two? That six indicators continue to give results for years and years is not easy. Instead, only one or two are more so. Still, trading systems should always be supervised.

6.2. Systems with a not very high number of operations or trades

Sometimes when we become obsessed with being in the market constantly making gazillions of trades, we are giving our broker money and taking it out of our pocket. More is not better in trading, better is better. This is about getting the most money with the least risk, not giving it to your broker.

6.3. Strategies with a controlled return/risk

You see a strategy, you look at its profit in the last months and years and you are already thinking about connecting it. Error, always look at the return associated with the drawdown. The drawdown of your system is, in short, the maximum consecutive drop it has had. Because it is important? Because if that fall has occurred in the past, it can happen again (and bigger, believe me). Now you may be thinking, what if this happens to me?
Next, I will explain it to you, but first an example of a system that meets all these characteristics (so you can see that it is simpler than it seems:
https://preview.redd.it/cozy880jl9v51.jpg?width=1024&format=pjpg&auto=webp&s=8e14a68538372be8e7ae109d86cd7d132d60fa07
Here more statistics:
https://preview.redd.it/hh5m7saml9v51.jpg?width=997&format=pjpg&auto=webp&s=f1597e3b05350d6fca1ea68ef18004f4340e6a1a

7. Establish connection and disconnection rules for your systems

All methods of trading sound great. The problem is when they start to lose. Some tell you that you have to continue, that the system is the system… But what if the system is stopping working? After all, we live in a changing world and our money is not infinite.
The reality is that many people do not know how to determine when the system is failing or when this happens because they are applying it incorrectly. If you execute the strategies in an automated way you are already saving this, then what you need is a rule to deactivate your strategies at a certain point. To do this, it is enough to monitor them with platforms such as Bluefox or Myfxbook to know what the performance of each is.

8. Diversify in Forex

If we deactivate a Rubén strategy, we stop trading. Not if you activate another that has been doing it well. It is not about you running a Forex trading system or two, it is about having different systems: the best in real and a demo base created that you can include in your real account when you deactivate one because their performance has dropped.
You can diversify by you I frame (temporality time) on assets (currencies) or types of systems (trend, mean reversion ...).
The objective of diversifying is to seek a more stable return, many people do for this is to introduce many systems without more, if you do this you will achieve the opposite, you will be increasing the risk.

9. What currencies to trade on Forex

I recommend that you focus on the majors or major currency pairs, especially if your broker has a high spread, as it is usually lower on these. One of the advantages of automating is that you can scale your trading and do it in different currencies, diversifying as I said before. These are the assets that I have traded in recent months:
https://preview.redd.it/4myzmwlxl9v51.png?width=800&format=png&auto=webp&s=7635d085d2b434e3d3da0420937c245b6cd21339
It starts with being profitable with a few (one or three assets) and as you evolve you can grow your portfolio.

10. Why invest (only) in Forex

I will not be the one to tell you that you should invest in Forex and not in another market. Each one belongs to his father and mother and has its good and not so good things. Of course, one thing is clear, wherever you do it, remember the power of specialization. There are traders who focus on one or two assets and they are profitable. In the end, that's what it's all about, isn't it?
This operation can be extrapolated to different assets such as raw materials, indices and cryptocurrencies. Yes, cryptocurrencies too. In fact, my operations are mainly based on currencies and cryptocurrencies (85% in the first group and 15% in the second). But I have to say that cryptocurrency trading has given me a pleasant surprise this year.
Again, if you are starting, do not do it with many assets or you will saturate yourself. Start step by step and diversify as you evolve. Jack of all trades, master of none.

11. Steps to trade Forex Reddit

If you've gotten this far, it may not be entirely clear to you how the hell I trade, then I'm going to summarize it in steps:
  1. I create statistically profitable trading strategies and verify through tests that they are robust.
  2. I put them on a demo account to make sure they work perfectly.
  3. Once they meet the requirements that I demand of them, I pass them to real.
  4. In real account, I manage my systems connecting and disconnecting them according to their performance (always under objective criteria).

12. How to start trading Forex Reddit as a professional trader (without knowing how to program)

But Rubén, I haven't studied computer science and I'm not particularly good at math. Don't worry if you don't know how to program, it is possible to do all this using tools that will do it for you. For years I have programmed my own systems myself and that's fine, but now I'm concentrating on managing them and getting the most out of them. Do not think that this is the robot that will make you earn millions of euros while you drink the gin and tonic on the beach.
We will read soon with new posts about trading, Forex, cryptocurrencies, platforms ...
Good luck!
To start trading, open an account on Plus500, one of the leading Forex brokers: Click Here
submitted by kayakero to makemoneyforexreddit [link] [comments]

List of 60+ Free Udemy and Few Best Selling Discounted

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Free codes are valid for 1-2 Days
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submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

60+ FREE & 7 Best Selling Discounted : Digital Marketing, Chatbot, Pinterest Growth, IT Job Search , Brain Training , Scrum Master , Tableau Training, Python, Games Using Unity, Advance JavaScript, Ethical Hacking , C++ Programming, Healthy Eating, Excel, PowerPoint, Word, Outlook & OneNote & More

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submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

How To Test Currency Trading Strategies With Minimal Loss

Trading currencies takes both practice and lots of research. Countless factors can affect the value of these trading instruments and circumstances can change at any point in time. Fortunately, there are a number of was to determine whether or not your trading theory is a viable one before bringing it to market and risking your hard-one cash.
It is important for all currency traders to have access to a good trade simulator. This is a program that allow you to put your trading theories into action, even before you actually risk any money. They are great practice tools for people who are just getting started in this market, but even more seasoned traders to continue to use them to further hone their skills.
Another major benefit in using these tools is the fact that they can help you verify your sources. If you implement a trade in a simulated environment based upon info that you've gleaned from your sources, the results will tell you whether or not the information supplied was reliable. This is actually a very effective tactic for testing sources out all throughout your trading endeavours.
Find out what's going on in the world new, particularly within the countries with currencies that you are targeting. Whenever you engage in foreign markets in any capacity, even if it's just through Forex trading, you have to remain abreast of world events. Changes in foreign policies and political strife can and do have an impact on currency values. You must be well read.
To be even more thorough in your research, take the time to learn about world events outside of these areas that still have the potential to impact their economic standing. Companies that have formed alliances can affect gross domestic products and other natural factors. Find a good world newspaper and read it daily.
Access a good trader forum and pay attention to what other traders are talking about. Look for information that is specific to your targeted currencies. You will find that many successful traders are reticent to talk about their own, unique theories and strategies. They will, however, offer a lot of helpful advice that you can glean and use to make informed decisions in your future transactions.
submitted by jeffout to forex_broker_rating [link] [comments]

What You Need To Know To Get Your Start In The Foreign Exchange Market

You don't need a lot of capital in order to get started. This is one of the reasons why this market is so appealing. With minimal risk, you can start making profitable trades in almost no time at all. Moreover, you can even begin the process of implementing transactions without doing a whole lot of research, particularly if the risk for each trade is low and you have binary options experience and strategies that you can simply roll over.
This, however, doesn't mean that you should simply dive right in before receiving the necessary training. There are definite differences between binary option and currency exchange trading, even though they share a few striking similarities. There are countless factors that can impact currency prices and this makes it important to learn all that you can about foreign events. In a way, it is not unlike entering a high risk foreign market with high profit potential.
In addition to going through the learning process, you have to identify a few worthy sources of information. This is how you will stay abreast of changes in foreign policies and gross domestic products among other things. The more international information you glean from a reliable source, the easier it will be to predict the price movements of your selected currencies with accuracy.
The next step is to use a trade simulator. This is a platform that lets you implement trades without actually risking any cash. It gives you the chance to test your sources and see how well your trading theories will play out. It also allows traders to test out different trading strategies in order to identify the ones that they're most comfortable using.
Your risk tolerance is very important in this market, just like it is in any other. Try to find out exactly how much risk you can comfortable take on before you start making irrational decisions. Understanding and honoring risk tolerance is always key for maximising your profits.
Start by searching for a few reputable option in training for Forex trading online. The learning process is an ongoing one and thus, it pays to look for a progressive and long-term program that can accommodate you continued growth. This is the market that never closes and thus, once you're ready to start trading profitably, you can earn money non-stop.
submitted by jeffout to ForexRated [link] [comments]

Factset DD

Factset: How You can Invest in Hedge Funds’ Biggest Investment
Tl;dr FactSet is the most undervalued widespread SaaS/IT solution stock that exists
If any of you have relevant experience or are friends with people in Investment Banking/other high finance, you know that Factset is the lifeblood of their financial analysis toolkit if and when it’s not Bloomberg, which isn’t even publicly traded. Factset has been around since 1978 and it’s considered a staple like Bloomberg in many wealth management firms, and it offers some of the easiest to access and understandable financial data so many newer firms focused less on trading are switching to Factset because it has a lot of the same data Bloomberg offers for half the cost. When it comes to modern financial data, Factset outcompetes Reuters and arguably Bloomberg as well due to their API services which makes Factset much more preferable for quantitative divisions of banks/hedge funds as API integration with Python/R is the most important factor for vast data lakes of financial data, this suggests Factset will be much more prepared for programming making its way into traditional finance fields. According to Factset, their mission for data delivery is to: “Integrate the data you need with your applications, web portals, and statistical packages. Whether you need market, company, or alternative data, FactSet flexible data delivery services give you normalized data through APIs and a direct delivery of local copies of standard data feeds. Our unique symbology links and aggregates a variety of content sources to ensure consistency, transparency, and data integrity across your business. Build financial models and power customized applications with FactSet APIs in our developer portal”. Their technical focus for their data delivery system alone should make it stand out compared to Bloomberg, whose UI is far more outdated and complex on top of not being as technically developed as Factset’s. Factset is the key provider of buy-side portfolio analysis for IBs, Hedge funds, and Private Equity firms, and it’s making its way into non-quantitative hedge funds as well because quantitative portfolio management makes automation of risk management and the application of portfolio theory so much easier, and to top it off, Factset’s scenario analysis and simulation is unique in its class. Factset also is able to automate trades based on individual manager risk tolerance and ML optimization for Forex trading as well. Not only does Factset provide solutions for financial companies, they are branching out to all corporations now and providing quantitative analytics for them in the areas of “corporate development, M&A, strategy, treasury, financial planning and analysis, and investor relations workflows”. Factset will eventually in my opinion reach out to Insurance Risk Management a lot more in the future as that’s a huge industry which has yet to see much automation of risk management yet, and with the field wide open, Factset will be the first to take advantage without a shadow of a doubt. So let’s dig into the company’s financials now:
Their latest 8k filing reported the following:
Revenue increased 2.6%, or $9.6 million, to $374.1 million compared with $364.5 million for the same period in fiscal 2019. The increase is primarily due to higher sales of analytics, content and technology solutions (CTS) and wealth management solutions.
Annual Subscription Value (ASV) plus professional services was $1.52 billion at May 31, 2020, compared with $1.45 billion at May 31, 2019. The organic growth rate, which excludes the effects of acquisitions, dispositions, and foreign currency movements, was 5.0%. The primary contributors to this growth rate were higher sales in FactSet's wealth and research workflow solutions and a price increase in the Company's international region
Adjusted operating margin improved to 35.5% compared with 34.0% in the prior year period primarily as a result of reduced employee-related operating expenses due to the coronavirus pandemic.
Diluted earnings per share (EPS) increased 11.0% to $2.63 compared with $2.37 for the same period in fiscal 2019.
Adjusted diluted EPS rose 9.2% to $2.86 compared with $2.62 in the prior year period primarily driven by an improvement in operating results.
The Company’s effective tax rate for the third quarter decreased to 15.0% compared with 18.6% a year ago, primarily due to an income tax expense in the prior year related to finalizing the Company's tax returns with no similar event for the three months ended May 31, 2020.
FactSet increased its quarterly dividend by $0.05 per share or 7% to $0.77 marking the fifteenth consecutive year the Company has increased dividends, highlighting its continued commitment to returning value to shareholders.
As you can see, there’s not much of a negative sign in sight here.
It makes sense considering how FactSet’s FCF has never slowed down
FactSet’s annual subscriptions and professional services have made its way to foreign and developing markets, and many of them are opting for FactSet’s cheaper services to reduce costs and still get copious amounts of data and models to work with.
Here’s what FactSet had to say regarding its competitive position within the market of providing financial data in its last 10k: “Despite competing products and services, we enjoy high barriers to entry and believe it would be difficult for another vendor to quickly replicate the extensive databases we currently offer. Through our in-depth analytics and client service, we believe we can offer clients a more comprehensive solution with one of the broadest sets of functionalities, through a desktop or mobile user interface or through a standardized or bespoke data feed.” And FactSet is confident that their ML services cannot be replaced by anybody else in the industry either: “In addition, our applications, including our client support and service offerings, are entrenched in the workflow of many financial professionals given the downloading functions and portfolio analysis/screening capabilities offered. We are entrusted with significant amounts of our clients' own proprietary data, including portfolio holdings. As a result, our products have become central to our clients’ investment analysis and decision-making.” (https://last10k.com/sec-filings/fds#link_fullReport), if you read the full report and compare it to the most recent 8K, you’ll find that the real expenses this quarter were far lower than expected by the last 10k as there was a lower than expected tax rate and a 3% increase in expected operating margin from the expected figure as well. The company also reports a 90% customer retention rate over 15 years, so you know that they’re not lying when they say the clients need them for all sorts of financial data whether it’s for M&A or wealth management and Equity analysis:
https://www.investopedia.com/terms/f/factset.asp

FactSet also has remarkably good cash conversion considering it’s a subscription based company, a company structure which usually takes on too much leverage. Speaking of leverage, FDS had taken on a lot of leverage in 2015:

So what’s that about? Why were FactSet’s long term debts at 0 and all of a sudden why’d the spike up? Well usually for a company that’s non-cyclical and has a well-established product (like FactSet) leverage can actually be good at amplifying returns, so FDS used this to their advantage and this was able to help the share’s price during 2015. Also, as you can see debt/ebitda is beginning a rapid decline anyway. This only adds to my theory that FactSet is trying to expand into new playing fields. FactSet obviously didn’t need the leverage to cover their normal costs, because they have always had consistently growing margins and revenue so the debt financing was only for the sake of financing growth. And this debt can be considered covered and paid off, considering the net income growth of 32% between 2018 and 2019 alone and the EPS growth of 33%

EBITDA has virtually been exponential for FactSet for a while because of the bang-for-buck for their well-known product, but now as FactSet ventures into algorithmic trading and corporate development the scope for growth is broadly expanded.

P/E has declined in the past 2 years, making it a great time to buy.

Increasing ROE despite lowering of leverage post 2016

Mountains of cash have been piling up in the coffers increasing chances of increased dividends for shareholders (imo dividend is too low right now, but increasing it will tempt more investors into it), and on top of that in the last 10k a large buyback expansion program was implemented for $210m worth of shares, which shows how confident they are in the company itself.

SGA expense/Gross profit has been declining despite expansion of offices
I’m a bit concerned about the skin in the game leadership has in this company, since very few executives/board members have significant holdings in the company, but the CEO himself is a FactSet veteran, and knows his way around the company. On top of that, Bloomberg remains king for trading and the fixed income security market, and Reuters beats out FactSet here as well. If FactSet really wants to increase cash flow sources, the expansion into insurance and corp dev has to be successful.
Summary: FactSet has a lot of growth still left in its industry which is already fast-growing in and of itself, and it only has more potential at its current valuation. Earnings September 24th should be a massive beat due to investment banking demand and growth plus Hedge fund requirements for data and portfolio management hasn’t gone anywhere and has likely increased due to more market opportunities to buy-in.
submitted by WannabeStonks69 to investing [link] [comments]

Python backtesting frameworks that take spread into account?

I am working on a forex trading strategy using my own machine learning based indicators (i.e. not blindly applying ML to the market) and some traditional trading techniques, maybe I'll share some details later.
My problem is that I simply can't find a python library that actually allows my algorithm to buy and sell on the actual ask and bid price, which I think is quite important, otherwise you may gain false profit form small market movements. I know backtesting has its own dangers and drawbacks so I want to make sure to be as precise as possible. I've uploaded a dataset to Kaggle which I've used to build my own backtesting program, but it would be a real pain to optimize this for other currencies, commodities etc...
Can someone recommend me a reliable library which uses the real historical ask and bid price in the simulation?
submitted by ehheznekedsemmikozod to algotrading [link] [comments]

How to optimise the speed of my Pandas code?

Hi learnpython,
My first attempt at writing my own project. Prior to this I had never used classes or Pandas so it's been a difficult learning curve. I was hoping to get some feedback on the overall structure - does everything look sensible? Are there better ways of writing some bits?
I also wanted to specifically check how I can increase the execution speed. I currently iterate rows which Pandas did say will be slow, but I couldn't see a workaround. The fact it is quite slow makes me think there is a better solution that I'm missing.
To run the code yourself download a .csv of Forex data and store in same folder as script - I used Yahoo finance GBP USD.
"""This program simulates a Double SMA (single moving average) trading strategy. The user provides a .csv file containing trade history and two different window sizes for simple moving averages (smallest number first). The .csv must contain date and close columns - trialled on Yahoo FX data). The program will generate a 'buy' signal when the short SMA is greater than the long SMA, and vice versa. The results of each trade are stored and can be output to a .csv file.""" import pandas as pd class DoubleSMA(): """Generates a Double SMA trading system.""" def __init__(self, name, sma_a, sma_b): """Don't know what goes here.""" self.name = name self.sma_a = sma_a self.sma_b = sma_b self.index = 0 self.order = 'Start' self.signal = '' def gen_sma(self, dataset, sma): """Calculates SMA and adds as column to dataset.""" col_title = 'sma' + str(sma) dataset[col_title] = dataset['Close'].rolling(sma).mean() return dataset def gen_signal(self, row, dataset): """Generates trade signal based on comparison of SMAs.""" if row[0] == (dataset.shape[0] - 1): #Reached final line of dataset; close current trade. self.order = 'Finish' elif row[3] > row[4]: self.signal = 'Buy' elif row[3] < row[4]: self.signal = 'Sell' def append_result(row, result, order): """Adds 'entry' details to results dataframe (i.e. opens trade).""" result = result.append({"Entry date": row[1], "Pair": "GBPUSD", "Order": order, "Entry price": row[2]}, ignore_index=True) return result def trade(row, order, signal, index, result): """Executes a buy or sell routine depending on signal. Flips between 'buy' and 'sell' on each trade.""" if order == 'Start': order = signal result = append_result(row, result, order) elif order == 'Finish': result.iloc[index, 1] = row[1] result.iloc[index, 5] = row[2] elif order != signal: #Close current trade result.iloc[index, 1] = row[1] result.iloc[index, 5] = row[2] index += 1 order = signal result = append_result(row, result, order) return order, index, result def result_df(): """Creates a dataframe to store the results of each trade.""" result = pd.DataFrame({"Entry date": [], "Exit date": [], "Pair": [], "Order": [], "Entry price": [], "Exit price": [], "P/L": []}) return result def dataset_df(): """Opens and cleans up the data to be analysed.""" dataset = pd.read_csv('GBPUSD 2003-2020 Yahoo.csv', usecols=['Date', 'Close']) dataset.dropna(inplace=True) dataset['Close'] = dataset['Close'].round(4) return dataset def store_result(result): """Outputs results table to .csv.""" result.to_csv('example.csv') def calc_pl(result): """Calculates the profil/loss of each row of result dataframe.""" pass #Complete later dataset = dataset_df() result = result_df() sma_2_3 = DoubleSMA('sma_2_3', 2, 3) dataset = sma_2_3.gen_sma(dataset, sma_2_3.sma_a) dataset = sma_2_3.gen_sma(dataset, sma_2_3.sma_b) dataset.dropna(inplace=True) dataset.reset_index(inplace=True, drop=True) for row in dataset.itertuples(): sma_2_3.gen_signal(row, dataset) sma_2_3.order, sma_2_3. index, result = trade(row, sma_2_3.order, sma_2_3.signal, sma_2_3.index, result) calc_pl(result) print(result) store_result(result) 
submitted by tbYuQfzB to learnpython [link] [comments]

MAME 0.215

MAME 0.215

A wild MAME 0.215 appears! Yes, another month has gone by, and it’s time to check out what’s new. On the arcade side, Taito’s incredibly rare 4-screen top-down racer Super Dead Heat is now playable! Joining its ranks are other rarities, such as the European release of Capcom‘s 19XX: The War Against Destiny, and a bootleg of Jaleco’s P-47 – The Freedom Fighter using a different sound system. We’ve got three newly supported Game & Watch titles: Lion, Manhole, and Spitball Sparky, as well as the crystal screen version of Super Mario Bros. Two new JAKKS Pacific TV games, Capcom 3-in-1 and Disney Princesses, have also been added.
Other improvements include several more protection microcontrollers dumped and emulated, the NCR Decision Mate V working (now including hard disk controllers), graphics fixes for the 68k-based SNK and Alpha Denshi games, and some graphical updates to the Super A'Can driver.
We’ve updated bgfx, adding preliminary Vulkan support. There are some issues we’re aware of, so if you run into issues, check our GitHub issues page to see if it’s already known, and report it if it isn’t. We’ve also improved support for building and running on Linux systems without X11.
You can get the source and Windows binary packages from the download page.

MAMETesters Bugs Fixed

New working machines

New working clones

Machines promoted to working

New machines marked as NOT_WORKING

New clones marked as NOT_WORKING

New working software list additions

Software list items promoted to working

New NOT_WORKING software list additions

Source Changes

submitted by cuavas to emulation [link] [comments]

How To Choose An Automated Trading Platform?

How To Choose An Automated Trading Platform?
When going for an automated trading platform it is very important to look for some important features before you decide on the automated trading platform you want to trade on. Different automated trading platforms offer different services which have their own pros and cons and might suit certain strategies and better than the others.
We have discussed important features that you should consider while choosing an algorithmic trading platform.

Select The Right Automated Trading Platform


https://preview.redd.it/gbx58zrdabu41.png?width=900&format=png&auto=webp&s=5ee3a23bc4f55a88437a8002fedfdf73390ece9b

Backtesting

A backtest is a historical simulation of an algorithmic trading strategy to see how it would’ve performed on the data in the past. Backtest results usually show the strategy’s performance in terms of profits and losses and some popular performance statistics like Sharpe Ratio or Information ratio which help to quantify the strategy’s return on risk. Hence a good backtesting software can be a great plus for an automated trading platform. Backtests can be divided into two categories ‘Research Backtesters’ and ‘Event-Driven Backtesting’.

Programming Languages

Choice of programming language is very important while deciding which platform to use for automating your trading strategy. Different languages have different pros and cons. Most commonly used programming languages used for algorithmic trading are C++, C#, Java, R, Python, and MATLAB. You can refer to one of our recent posts on top backtesting platforms where we’ve discussed popular programming languages.

Data

Different automated trading platforms provide access to/support trading/backtesting of certain securities only; some provide specific access to data feeds like Bloomberg and Thomson/Reuters. For instance, there are platforms dedicated to Forex trading or Equities trading only that too in specific markets. You need to make sure what the automated trading platform offers and then decide based on your needs. The frequency of data that you would need should also be taken into account. Some strategies would require daily EOD data while some other strategies might require intraday trading data.

Web-Based Platform

Some automated trading platforms also provide the web-based platform for online trading and backtesting which makes it easy and convenient to access your trading platform anywhere. The web-based platform may have less number of features compared to the desktop trading platform.

https://preview.redd.it/bwmmw9efabu41.png?width=900&format=png&auto=webp&s=c16e4008e52cf4cdd175241e8698b1fca09b43f4

Complexity

Different automated stock trading platforms vary in ease of use. Some platforms may require actual programming expertise while others may not. Most platforms provide a demo version which can help you decide what fits your comfort level. The complexity of platforms can be different for different assets traded, and one should check the different tools & features available to analyze the specific asset class.

Number of Strategies Allowed

Sometimes there might be restrictions on the number of long or short strategies loaded on a particular account and you might need extra accounts for more strategies. You should also check if you have enough memory on your computer for multiple accounts if required as it can be memory intensive. Some platforms also offer their own trading strategies as add-ons which can be subscribed by paying a periodic or one-time fee.

Commissions/Costs

Trading commissions can impact your profits to a great extent. Carefully choose the plan which suits your trading requirements. Also, check if there are initial and/or monthly fees and what is offered against it to make sure you are only paying for services which you actually want.

Technical Support & Customer Service

Automated Trading platforms are expected to have an extremely high “up-time” and rarely go out of service. Before choosing the platform you should check the history of outages and if there have been any other issues in the past, how soon were those resolved, and how knowledgeable and helpful was the support team.
submitted by FmzQuant to CryptoCurrencyTrading [link] [comments]

MAME 0.215

MAME 0.215

A wild MAME 0.215 appears! Yes, another month has gone by, and it’s time to check out what’s new. On the arcade side, Taito’s incredibly rare 4-screen top-down racer Super Dead Heat is now playable! Joining its ranks are other rarities, such as the European release of Capcom‘s 19XX: The War Against Destiny, and a bootleg of Jaleco’s P-47 – The Freedom Fighter using a different sound system. We’ve got three newly supported Game & Watch titles: Lion, Manhole, and Spitball Sparky, as well as the crystal screen version of Super Mario Bros. Two new JAKKS Pacific TV games, Capcom 3-in-1 and Disney Princesses, have also been added.
Other improvements include several more protection microcontrollers dumped and emulated, the NCR Decision Mate V working (now including hard disk controllers), graphics fixes for the 68k-based SNK and Alpha Denshi games, and some graphical updates to the Super A'Can driver.
We’ve updated bgfx, adding preliminary Vulkan support. There are some issues we’re aware of, so if you run into issues, check our GitHub issues page to see if it’s already known, and report it if it isn’t. We’ve also improved support for building and running on Linux systems without X11.
You can get the source and Windows binary packages from the download page.

MAMETesters Bugs Fixed

New working machines

New working clones

Machines promoted to working

New machines marked as NOT_WORKING

New clones marked as NOT_WORKING

New working software list additions

Software list items promoted to working

New NOT_WORKING software list additions

Source Changes

submitted by cuavas to MAME [link] [comments]

Soft4FX Forex Simulator - Visual trading Best Forex Trading Simulator - Virtual Money Forex Market Replay Simulator method for FREE charting program Soft4FX Forex Simulator - Starting the simulation - YouTube Using a FREE forex simulator - YouTube Soft4FX Forex Simulator - Setup - YouTube FREE Real Time Forex Trading Simulator for MT4 - YouTube

Download Forex Simulator for Windows to simulate Forex trading in environment optimized for manual backtesting, learning, and training. Another type of Forex simulator, aside from a demo account on a platform like MetaTrader, is a trading game. Here are some examples: Best brokers: In this stock market simulator you start with $25,000 and have to grow it by building a portfolio, with over 60,000 stocks and cryptocurrencies to choose from. It also comes with a financial news feed. Bux: Bux is an app on both iOS and Android Forex Simulator lets you move back in time and replay the market starting from any selected day. It shows you charts, indicators and economic news as if it was happening live. You are able to place your orders, modify them or close them, just like you were trading live. Trading historical data saves a lot of time compared to demo trading and other forms of paper trading. It also allows to Forex Simulator. Simple and intuitive, highly customizable, multi-currency multi-timeframe real-time stand-alone Forex trading simulator for Windows and Mac. Download 130 GB of high-quality historical tick data, drag-drop orders, SL and TP. Download Free 14-Day Trial 30 Mb. 12,642 users have downloaded 15.1Tb of data so far . This software has changed my trading game! I spend hours just The program-simulator for sharpening strategy, run of indicators and trainings of trading skills in general. - Free download of the 'Trading Simulator' expert by 'denis_orlov' for MetaTrader 4 in the MQL5 Code Base, 2009.09.07 Forex Simulator is a top-class product with an author who is an expert in this field. Any problems, he solved them hands-on quickly and carefully. Having able to back-test sufficiently, I saw great improvement in my trading skills, just because of this program! Don’t waste your time and money trading live. Use this to practice first! Affiliate Programm Introducing Business (IB) Partner White Label Partnerschaft Zur alten Version wechseln. Login Day Trading Simulator oder Forex Simulator) ins Spiel. Aber worin besteht der Unterschied zwischen diesen beiden Möglichkeiten? In einem Demokonto handeln Sie in Echtzeit zu den tatsächlichen Live-Kursen. Beides hilft Ihnen, ein Gefühl für das Trading mit echtem Geld zu A Forex simulator is a trading software that simulates market conditions, creating an impression of a live trading session. The usual aspects of trading, such as opening, modifying, and closing orders, remain the same. The key features of a Forex simulator are as follows: live simulation and market updates; risk-free demo-account trading; the inclusion of all trading features and functions Soft4FX Forex Simulator should appear in the list of your Expert Advisors in the Navigator window (Ctrl+N). Startup and Activation. Open any new chart and drag Soft4FX Forex Simulator onto this chart. Forex Simulator will clear the chart by removing all EAs, indicators and graphical objects, so it is always safer to use a new empty chart. Configuration window will appear. Select Inputs tab Forex Simulator is an interesting simple free program for testing manual strategies developed for MT4. Below you will find out how to work with this program, and what its advantages and disadvantages are in comparison with the built-in MT4 tester. Forex Simulator Review. Using simulators allows you to run a strategy on a time interval of several years in a few hours. The test result will show

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Soft4FX Forex Simulator - Visual trading

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