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A place for redditors to discuss quantitative trading, statistical methods, econometrics, programming, implementation, automated strategies, and bounce ideas off each other for constructive criticism. Feel free to submit papers/links of things you find interesting.
Chris Lori - Pro Trader Advanced Forex WorkShop #chrislori #chrislori-protraderadvancedforexworkshop #protraderadvancedforexworkshop https://courseamz.com/product/chris-lori-pro-trader-advanced-forex-workshop/?feed_id=1316&_unique_id=5f9acb0b36f68
10 days since it popped out of the soil. Growers choice northern lights. Growing nice but see a purple stem. Deficiency already??? Just feeding PH’d water so far. 3 gallon fabric pot, fox farm ocean forex, marshydro ts1000. Temps are 70 and rh is 61%. Should I care?
The right News Feed indicator for you! Get it from Wetalktrade which works on all currency pairs and gives you real time news feed.You could know the impact of the news and also get data about the economic events. Start to use it. https://wetalktrade.com/newsfeed-indicator-forex-news-events/
Forex and iml - saw this post on my feed and had no idea what it was but thanks to this sub I know to steer clear and sent her some links to let her know what she’s gotten herself into .. I hope it works!
Hey guys, what's up? So a little bit of background - I am currently a Jr Full Stack PHP Dev (html,css,js,mysql,php) in NYC (financial district). I earned a degree in Finance in 2012 and worked as a helpdesk tech (ughhhhh - job market never recovered for Financial Analysts at investment banks) until 2013 while teaching myself webdev. I started at 30k as a tech (thanks college degree, you were really useful) and got a raise to 42k earlier this year after doing dev work for 1 year. I am nearing the 2 years of experience mark, and I feel I am being underpaid for working in NYC. I am currently the lead (95% of the work, aside from managing the scripts that sync an ERP accounting system with some SQL Server DB's) on a project where the goal was to make a front end billing portal for Sage 300 so that the vendors of a client can submit their invoices electronically instead of mailing papecalling/etc. I pretty much built this from the ground up, along with other projects for BMW (they are one of our clients) - a few internal web apps for key management people such as converting US accounting CSV's into a German format and logging any missing entries. This is in addition to creating virtual machines, creating and managing SQL Server tables, spinning up IIS and LAMP servers, and various other (minor) tasks - occasional helpdesk and structured wiring in the field. As for personal projects - I've written an image scraper that scrapes all new submissions of imgur albums in a certain subreddit and uploads them into folders on AmazonS3, and my other major personal project is an automated forex trading algorithm that pulls minute-by-minute data from a live forex feed, drops it into sql, and then makes trades based on that data. Also a bunch of wordpress sites but I don't really consider those as PHP experience, although some employers do (swolesnacks.com as an example - me and my roommates stagnant startup). If any of you can chime in that can give me an idea as to how much I should be making (without knowing any frameworks - although I do know some OOP PHP) or how much you are making in a similar position in NYC, I would be very grateful. The experience here has been great but I am living paycheck to paycheck after taxes get taken out and I think it is time for a change. My last raise was $12k in January and I only got it begrudgingly after my boss found out I was job hunting, not before when I asked for it. I like working here - I can walk in whenever between 9 and 10, wear gym shorts and flip flops, play some DOTA2 for an hour before I leave - but I like being able to pay my bills more than the non-monetary perks offered here. Also, if anyone has any openings in NYC or Brooklyn for a Jr Dev, please let me know! I am open to learning Rails, Python, or Java if need be.
I am trying to build a machine learning model that predicts the closing price in the next day or hour interval. I want to include a sentiment analysis on forex news headlines or articles. Does anyone know some good resources that I could use? I am not focused on any particular currency pair. Being able to automatically recognize the currencies that are influenced are a must.
Has anyone had a major increase in supposed "Forex traders" coming up on their Instagram feeds?
Over the past week my Instagram is just full of these 20 something cheeky Nandos type pricks posing with Selfridges bags and supercars. This isn't just a couple of them either, there are scores and scores of them. What is the deal with these cunts? Obviously they're trying to con you, but I'm just amazed at how fucking many are playing the exact same scam, and the amount of effort that they've all put into it.
OrderFlowTrading.com - Predatory Trading FX order flow..
Hey reddit, I'd like to share a great free forex feed in addition to trading FX spot (& futures): http://www.orderflowtrading.com/ForexNews.aspx Use other's stop-orders to boost trades in to profit, large bids/offers to place your exits behind some protection, meta-gaming the global markets.
Forex trader switching to futures - please help me wrap my head around pricing/fees
I'm a somewhat experienced forex trader but I feel like the advantages of a more tangible/centralized market and volume information are too significant to pass up, so I'm trying to make the switch to trading futures. I have experience charting with Tradingview, so I'm particularly interested in opening an account with AMP and trading through TV, but there seem to be a lot of different fees in futures to consider versus forex, so I'm having a hard time figuring out exactly what it would cost me to trade that way. It's my understanding that if I want to just stick to E-minis, I'd be looking at the $10+1 per month fee for the CME data feed and the commission (plus CQG route fee and exchange fees) per contract per side. Are there any other fees or considerations I'm missing? Is this an adequate setup for trading ES?
Hi, I am looking for 5-minutes candle data (open-high-low-close-volume) feed for forex currency pairs (and if possible gold too). No trading needed, only data feed. It can be real time or delayed data but not end of the day. It should be reachable with a php website that hosted in linux server. (So json,xml,csv etc..) http://www.barchartondemand.com/freemarketdataapi.php is an alternative but they only gives 24 hours delayed data. So there is no intraday data. Do you have any recommendations? I know free is nearly impossible but at least it has to be affordable.
Instagram forex traders will not make you successful.
I feel like I need to have a rant. I have been trading for just over a year now and I have just started to become profitable. What made me profitable? Blocking out all of the rubbish that comes from forex Instagram. I didn’t find a fancy new strategy. I’m using the strategy that I formed in the first 3 months of me trading. So why only now am I starting to become profitable when I knew about the strategy almost a year ago? Because i chose to digest information coming from instagram forex traders. I’m not talking about the obvious scammers you see on your Instagram feed such as IML, broker commission marketers, or any of the likes. I’m talking about the select few that portray themselves as trading veterans and are popular in the trading community. They are constantly posting on their stories/profile 24/7. At least once a day they will post something like ‘only 2 slots left In my mentorship’ or ‘come join my free telegram channel’. Warning: if a trader you follow is trying to promote something, even if it’s just for Instagram followers, unfollow them. They will not help you become successful. So I had my strategy by month 3 of trading. I backtested it and it worked. But I started taking advice from these traders, I got my hands on a few of their courses and my trading began to fail. Every single course was pathetic. Never showed any live trading. No proof of anything. Always making excuses of why they can’t tag their MyFxBook. I unfollowed all these ‘traders’ and now I am profitable. Rant over.
Some trading wisdom, tools and information I picked up along the way that helped me be a better trader. Maybe it can help you too.
Its a bit lengthy and I tried to condense it as much as I can. So take everything at a high level as each subject is has a lot more depth but fundamentally if you distill it down its just taking simple things and applying your experience using them to add nuance and better deploy them. There are exceptions to everything that you will learn with experience or have already learned. If you know something extra or something to add to it to implement it better or more accurately. Then great! However, my intention of this post is just a high level overview. Trading can be far too nuanced to go into in this post and would take forever to type up every exception (not to mention the traders individual personality). If you take the general information as a starting point, hopefully you will learn the edge cases long the way and learn how to use the more effectively if you end up using them. I apologize in advice for any errors or typos. Introduction After reflecting on my fun (cough) trading journey that was more akin to rolling around on broken glass and wondering if brown glass will help me predict market direction better than green glass. Buying a $100 indicator at 2 am when I was acting a fool, looking at it and going at and going "This is a piece of lagging crap, I miss out on a large part of the fundamental move and never using it for even one trade". All while struggling with massive over trading and bad habits because I would get bored watching a single well placed trade on fold for the day. Also, I wanted to get rich quick. On top all of that I had a terminal Stage 4 case of FOMO on every time the price would move up and then down then back up. Just think about all those extra pips I could have trading both directions as it moves across the chart! I can just sell right when it goes down, then buy right before it goes up again. Its so easy right? Well, turns out it was not as easy as I thought and I lost a fair chunk of change and hit my head against the wall a lot until it clicked. Which is how I came up with a mixed bag of things that I now call "Trade the Trade" which helped support how I wanted to trade so I can still trade intra day price action like a rabid money without throwing away all my bananas. Why Make This Post? - Core Topic of Discussion I wish to share a concept I came up with that helped me become a reliable trader. Support the weakness of how I like to trade. Also, explaining what I do helps reinforce my understanding of the information I share as I have to put words to it and not just use internalized processes. I came up with a method that helped me get my head straight when trading intra day. I call it "Trade the Trade" as I am making mini trades inside of a trade setup I make from analysis on a higher timeframe that would take multiple days to unfold or longer. I will share information, principles, techniques I used and learned from others I talked to on the internet (mixed bag of folks from armatures to professionals, and random internet people) that helped me form a trading style that worked for me. Even people who are not good at trading can say something that might make it click in your head so I would absorbed all the information I could get.I will share the details of how I approach the methodology and the tools in my trading belt that I picked up by filtering through many tools, indicators strategies and witchcraft. Hopefully you read something that ends up helping you be a better trader. I learned a lot from people who make community posts so I wanted to give back now that I got my ducks in a row. General Trading Advice If your struggling finding your own trading style, fixing weakness's in it, getting started, being reliably profitable or have no framework to build yourself higher with, hopefully you can use the below advice to help provide some direction or clarity to moving forward to be a better trader.
KEEP IT SIMPLE. Do not throw a million things on your chart from the get go or over analyzing what the market is doing while trying to learn the basics. Tons of stuff on your chart can actually slow your learning by distracting your focus on all your bells and whistles and not the price action.
PRICE ACTION. Learn how to read price action. Not just the common formations, but larger groups of bars that form the market structure. Those formations carry more weight the higher the time frame they form on. If struggle to understand what is going on or what your looking at, move to a higher time frame.
INDICATORS. If you do use them you should try to understand how every indicator you use calculates its values. Many indicators are lagging indicators, understanding how it calculates the values can help you learn how to identify the market structure before the indicator would trigger a signal . This will help you understand why the signal is a lagged signal. If you understand that you can easily learn to look at the price action right before the signal and learn to watch for that price action on top of it almost trigging a signal so you can get in at a better position and assume less downside risk. I recommend using no more than 1-2 indicators for simplicity, but your free to use as many as you think you think you need or works for your strategy/trading style.
PSYCOLOGY. First, FOMO is real, don't feed the beast. When you trade you should always have an entry and exit. If you miss your entry do not chase it, wait for a new entry. At its core trading is gambling and your looking for an edge against the house (the other market participants). With that in mind, treat as such. Do not risk more than you can afford to lose. If you are afraid to lose it will negatively effect your trade decisions. Finally, be honest with your self and bad trading happens. No one is going to play trade cop and keep you in line, that's your job.
TRADE DECISION MARKING: Before you enter any trade you should have an entry and exit area. As you learn price action you will get better entries and better exits. Use a larger zone and stop loss at the start while learning. Then you can tighten it up as you gain experience. If you do not have a area you wish to exit, or you are entering because "the markets looking like its gonna go up". Do not enter the trade. Have a reason for everything you do, if you cannot logically explain why then you probably should not be doing it.
ROBOTS/ALGOS: Loved by some, hated by many who lost it all to one, and surrounded by scams on the internet. If you make your own, find a legit one that works and paid for it or lost it all on a crappy one, more power to ya. I do not use robots because I do not like having a robot in control of my money. There is too many edge cases for me to be ok with it.However, the best piece of advice about algos was that the guy had a algo/robot for each market condition (trending/ranging) and would make personalized versions of each for currency pairs as each one has its own personality and can make the same type of movement along side another currency pair but the price action can look way different or the move can be lagged or leading. So whenever he does his own analysis and he sees a trend, he turns the trend trading robot on. If the trend stops, and it starts to range he turns the range trading robot on. He uses robots to trade the market types that he is bad at trading. For example, I suck at trend trading because I just suck at sitting on my hands and letting my trade do its thing.
Trade the Trade - The Methodology
Base Principles These are the base principles I use behind "Trade the Trade". Its called that because you are technically trading inside your larger high time frame trade as it hopefully goes as you have analyzed with the trade setup. It allows you to scratch that intraday trading itch, while not being blind to the bigger market at play. It can help make sense of why the price respects, rejects or flat out ignores support/resistance/pivots.
Trade Setup: Find a trade setup using high level time frames (daily, 4hr, or 1hr time frames). The trade setup will be used as a base for starting to figure out a bias for the markets direction for that day.
Indicator Data: Check any indicators you use (I use Stochastic RSI and Relative Vigor Index) for any useful information on higher timeframes.
Support Resistance: See if any support/resistance/pivot points are in currently being tested/resisted by the price. Also check for any that are within reach so they might become in play through out the day throughout the day (which can influence your bias at least until the price reaches it if it was already moving that direction from previous days/weeks price action).
Currency Strength/Weakness: I use the TradeVision currency strength/weakness dashboard to see if the strength/weakness supports the narrative of my trade and as an early indicator when to keep a closer eye for signs of the price reversing.Without the tool, the same concept can be someone accomplished with fundamentals and checking for higher level trends and checking cross currency pairs for trends as well to indicate strength/weakness, ranging (and where it is in that range) or try to get some general bias from a higher level chart that may help you out. However, it wont help you intra day unless your monitoring the currency's index or a bunch of charts related to the currency.
Watch For Trading Opportunities: Personally I make a mental short list and alerts on TradingView of currency pairs that are close to key levels and so I get a notification if it reaches there so I can check it out. I am not against trading both directions, I just try to trade my bias before the market tries to commit to a direction. Then if I get out of that trade I will scalp against the trend of the day and hold trades longer that are with it.Then when you see a opportunity assume the directional bias you made up earlier (unless the market solidly confirms with price action the direction while waiting for an entry) by trying to look for additional confirmation via indicators, price action on support/resistances etc on the low level time frame or higher level ones like hourly/4hr as the day goes on when the price reaches key areas or makes new market structures to get a good spot to enter a trade in the direction of your bias.Then enter your trade and use the market structures to determine how much of a stop you need. Once your in the trade just monitor it and watch the price action/indicators/tools you use to see if its at risk of going against you. If you really believe the market wont reach your TP and looks like its going to turn against you, then close the trade. Don't just hold on to it for principle and let it draw down on principle or the hope it does not hit your stop loss.
Trade Duration Hold your trades as long or little as you want that fits your personality and trading style/trade analysis. Personally I do not hold trades past the end of the day (I do in some cases when a strong trend folds) and I do not hold trades over the weekends. My TP targets are always places I think it can reach within the day. Typically I try to be flat before I sleep and trade intra day price movements only. Just depends on the higher level outlook, I have to get in at really good prices for me to want to hold a trade and it has to be going strong. Then I will set a slightly aggressive stop on it before I leave. I do know several people that swing trade and hold trades for a long period of time. That is just not a trading style that works for me.
Enhance Your Success Rate Below is information I picked up over the years that helped me enhance my success rate with not only guessing intra day market bias (even if it has not broken into the trend for the day yet (aka pre London open when the end of Asia likes to act funny sometimes), but also with trading price action intra day. People always say "When you enter a trade have an entry and exits. I am of the belief that most people do not have problem with the entry, its the exit. They either hold too long, or don't hold long enough. With the below tools, drawings, or instruments, hopefully you can increase your individual probability of a successful trade. **P.S.*\* Your mileage will vary depending on your ability to correctly draw, implement and interpret the below items. They take time and practice to implement with a high degree of proficiency. If you have any questions about how to do that with anything listed, comment below and I will reply as I can. I don't want to answer the same question a million times in a pm. Tools and Methods Used This is just a high level overview of what I use. Each one of the actions I could go way more in-depth on but I would be here for a week typing something up of I did that. So take the information as a base level understanding of how I use the method or tool. There is always nuance and edge cases that you learn from experience.
I keep a general high level Macro outlook for currencies. I dont get too deep into Fundamentals and just keep an eye out for news. If I am already in a trade I will hold it if its far enough away from my entry. However, I wont enter right before/during news as it can invalidate your setup.
I started with the basics of learning the standard price action formations/patterns and candles. You can find tons of free info on that online, google is your friend. Then I stared at charts and said "why did the price do that or do this etc" then after a while I started to understand what's happening without having to think about it and I can see the market structure without having to look as closely as I did in the past.
After many many hours of staring at 5 min charts for 15 hours a day 5 days a week I learned how to look at 5 min charts and be like "Oh that's a hammer on the 15 min etc. If you keep track of time you can do the same for hourly candles as well and you will start to see market structure naturally. However I typically trade in a two chart panel window so I have a 15 min and 5 min chart up when trading intra day so I dont have to think too hard about it.
Draw support resistance lines on Daily/4hr timeframes. I prefer to use body of the candle instead of the wick for support/resistance.
You can find support/resistance liquidity levels through out the day as well and trade those if the price retraces back through levels its already been through that same day.
It would be a bit length to explain exactly the best place to draw them. If your unsure there is plenty of free resources on the internet. Just try to use your head and look for price levels where the price was "Supported" or it "Resisted" that price level then slap a line on it. Draw as few or as many lines as you feel helps you and your style. I tend to lean on the side of fewer. I typically do about 6 lines main support/resistances (3 of each).
Draw two Fibonacci Extensions. One on the daily timeframe, and then one on the 4hr time frame. Then you can trade the Fibonacci levels and use them for TP targets or entry zones if price action respects the level. Also you can use it along with support/resistance and pivots if they happen to line up or are very close.
I cannot really figure out how to put it into words how to draw a Fib if you dont know how. I will have to make a picture to demonstrate it. If your interested post below and I will draw one up and post a link. Probably the easiest way to understand. Just keep in mind the Fib you draw on the 4hr time frame will be inside the daily timeframe one.
The TradeVision2020 dashboard that I use just helps me keep a tab on the current market post plus any swing strength/momentum a currency might have on higher time frames. Helps me look for shifts in the market or confirmation that the bias it already has in momentum is continuing. I have found that often currencies when they get really/weak or strong might continue for several days or even longer like a full week or more. We recently had what felt like 1 week or so of flat out Yen weakness which was making some things wonky. All it does is allow me to look at the dashboard instead of a million other charts.
I use two that work well for my intra day style. The Stochastic RSI is just like a RSI but its faster. The second is the Relative Vigor Index which I use to detect swings in momentum and divergences in bullish/bearish momentum. I have used many others in the past, but as I have grown and got better as a trader I have found making my analysis simpler has improved my trading.I dont like the whole idea of have 43 different indicators on 32 different time frames light up a dashboard to be green for me to enter a trade. With how I do it now, I have a clear understanding of what I expect to happen and why. That way when it does happen I understand the move and dont get freaked out if the market moves funny after I am in the trade.
Conclusion I use the above tools/indicators/resources/philosophy's to trade intra day price action that sometimes ends up as noise in the grand scheme of the markets movement.use that method until the price action for the day proves the bias assumption wrong. Also you can couple that with things like Stoch RSI + Relative Vigor Index to find divergences which can increase the probability of your targeted guesses. Trade Example from Yesterday This is an example of a trade I took today and why I took it. I used the following core areas to make my trade decision.
Fundamental Bias: I already had a bullish fundamental outlook on EUUSD with expecting the markets to price in future similes due a higher an higher chance of Biden winning on paper as the election closed in and a "Blue wave" coming which would lead to a weaker dollar. Also, the Euro Zone is getting hammered with COVID pretty hard plus Brexit drama so I had a strong Euro bias.NOTE: As frame of reference, all the other pairs I trade I traded as if they were ranging and trade a range. Markets are messed up right now.
Currency Strength/Weakness: I use a tool that gives me a currency strength/weakness dashboard called TradeVision2020. Helps me track individual currency strength/weakness intra day. Took me about a month to get used to it, but helps me keep track of intra day strength/weakness that can add a bias to trade direction as the day unfolds. Like "Will this run have a 2nd or 3rd push higher" or "I should look to TP at the first sign of weakness in the push" type bias data. You still got to use your brain and figure out the best decision. It wont make choices for you, its only a guide.NOTE: I am not trying to adverse the tool (if providing the code is against sub rules let me know), its just a tool I use every day that helps me with directional bias calls. I am sharing the coupon code that was given to me when I found out about the tool in the TradingView forex chatroom and the guy gave me the code to use when I signed up. I dont want someone to read the name and want to try it out then overpay for no reason. The coupon will give you 40% off. Coupon Code: 3F7A0T5T
Higher Timeframe Analysis: Detected some early signs of Bearish Divergence on the 1hr chart using a on a higher time frame using a Stochastic RSI. Then I saw more confirmation on 5 min charts using Relative Vigor Index to help time my entry mid session.
Pivot Points: I treat pivot points like support/resistance and trade them as such using price action to give me some idea how its being treated by the market. Pretty straight forward.
It may seem like a lot of stuff to process on the fly while trying to figure out live price action but, for the fundamental bias for a pair should already baked in your mindset for any currency pair you trade. For the currency strength/weakness I stare at the dashboard 12-15 hours a day so I am always trying to keep a pulse on what's going or shifts so that's not really a factor when I want to enter as I would not look to enter if I felt the market was shifting against me. Then the higher timeframe analysis had already happened when I woke up, so it was a game of "Stare at the 5 min chart until the price does something interesting" Trade Example: Today , I went long EUUSD long bias when I first looked at the chart after waking up around 9-10pm Eastern. Fortunately, the first large drop had already happened so I had a easy baseline price movement to work with. I then used tool for currency strength/weakness monitoring, Pivot Points, and bearish divergence detected using Stochastic RSI and Relative Vigor Index. I first noticed Bearish Divergence on the 1hr time frame using the Stochastic RSI and got confirmation intra day on the 5 min time frame with the Relative Vigor Index. I ended up buying the second mini dip around midnight Eastern because it was already dancing along the pivot point that the price had been dancing along since the big drop below the pivot point and dipped below it and then shortly closed back above it. I put a stop loss below the first large dip. With a TP goal of the middle point pivot line Then I waited for confirmation or invalidation of my trade. I ended up getting confirmation with Bearish Divergence from the second large dip so I tightened up my stop to below that smaller drip and waited for the London open. Not only was it not a lower low, I could see the divergence with the Relative Vigor Index. It then ran into London and kept going with tons of momentum. Blew past my TP target so I let it run to see where the momentum stopped. Ended up TP'ing at the Pivot Point support/resistance above the middle pivot line. Random Note: The Asian session has its own unique price action characteristics that happen regularly enough that you can easily trade them when they happen with high degrees of success. It takes time to learn them all and confidently trade them as its happening. If you trade Asia you should learn to recognize them as they can fake you out if you do not understand what's going on. TL;DR At the end of the day there is no magic solution that just works. You have to find out what works for you and then what people say works for them. Test it out and see if it works for you or if you can adapt it to work for you. If it does not work or your just not interested then ignore it. At the end of the day, you have to use your brain to make correct trading decisions. Blindly following indicators may work sometimes in certain market conditions, but trading with information you don't understand can burn you just as easily as help you. Its like playing with fire. So, get out there and grind it out. It will either click or it wont. Not everyone has the mindset or is capable of changing to be a successful trader. Trading is gambling, you do all this work to get a edge on the house. Trading without the edge or an edge you understand how to use will only leave your broker happy in the end.
Hello, I'm a new trader. I'm 23 years. I just started trading forex on MT4, my broker is VantageFx. I made like 1k5€ in 3 days ( this was the first time I traded ). But it's still not real for me, because it was really easy to make this money with no experience at all. So I'm wondering if it's a trap or is it real ? I searched all over internet and everytime they say it's really hard to live from trading, and I see a lot of people loosing a lot of money but I don't know how did they do it. But I don't know if I was lucky and made 1k5€ just from pure luck or is trading forex is really easy ? Sorry for my Bad english, I'm french. Edit : Thank you for all your feed back ! I will cash out the money I originaly put and I will keep testing my strat. I will make another post in maybe 1 month to update my mindstate and share with you my conclusion.
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.
I’ve been looking for a broker that has an API for index futures and ideally also futures options. I’m looking to use the API to build a customized view of my risk based on balances, positions, and market conditions. Searching the algotrading sub I found many API-related posts, but then when I actually read them and their comments, I found they’re often lacking in real substance. It turns out many brokers or data services that have APIs don’t actually support index futures and options via the API, and instead they focus on equities, forex, or cypto. So here’s the list of what I’ve found so far. This isn’t a review of these brokers or APIs and note that I have a specific application in mind (index futures and futures options). Perhaps you’re looking for an API for equities, or you just want data and not a broker, in which case there may be a few options. Also, I’m based in the US so I didn’t really look for brokers or platforms outside the US. If you have experience with these APIs, please chime in with your thoughts. Also, I may have missed some brokers or platforms. If I did or if you see anything that needs correction please let me know.
Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Wow, this list grew longer than I originally thought it would be. If you spot a mistake, please let me know and I’ll correct it. Edit: - added Lightspeed API - updated Dashprime to indicate some of the APIs available - added Medved Trader to table - added marketstack to table
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