Stock market binary options database

Computer Aided Finance – Excel, Matlab, Theta Suite etc. Tools, Algorithms, Simulation, Risk Management: Efficiency for Mathematical Finance. Comprehensive List of Free Historical Market Data Sources. Often people ask me where they can find historical data of stock prices, commodities, interest-rates, bonds, fx rates … . In previous posts, we already looked at live data feeds for Matlab, and Excel. Then, we looked at how to load historical data. Now, we want to focus on where to get the data itself. Sites with Summaries. scraperwiki. com (The community collects free data from the web and converts it into CSV, etc.) wikiposit (The author collects free data from the web and converts it into CSV, etc.) ( recommendation ) Quandl (Successor of wikiposit: great full-text search, XLS, CSV, JSON export) Matlab Trendy (The community collects free data from the web and converts it into plots) Foreign Exchange, Forex, FX. forexite. com (Forex, 1 minute ticks), CSV download ratedata. gaincapital.

com (Forex, tick data), CSV download oanda. com (Forex, daily), CSV download truefx. com (Forex tick data) after login dukascopy. com (Forex, ticks), CSV fxtop. comdehistorische-wechselkurse. php? MA=1 (Forex, long histories), Table. bitcoincharts. comchartsmtgoxUSD (Daily, many exchanges), Table quandl. commarketsbitcoin (summary of exchanges) Debt Interest RatesFutures.

historical time series euribor-ebf. eu (Interest-Rates: “Euribor, Eonia”), Excel download databank. rbs. com (Exchange Rate, Interest Rate, Consumer Price Inflation (CPI), Commodities: “Brent Spot, Henry Hub Spot, I P E Brent crude futures 1-pos, I P E Natural Gas Index, OPEC Fixing, US EIA Crude Imports, WTI Daily”), Excel download ecb. int Interest-Rates and Government Bonds, web tables and partly Excel download (German) boerse-duesseldorf. de (Bonds, daily), Website table only (German ) bundesbank. de German money and interest-rate statistics mrci. comohlc (many different future contracts, daily snapshots only) current (German) baadermarkets. de (Bonds) (German) westlbmarkets. net (2012-07-12: Just went offline, hopefully online again soon), Swaps, Caps, Floors, CSV download boerse-stuttgart. de (web table only) yield curves of bonds per rating and maturity interest-rate derivatives (new in the list) erstegroup. com Caps, Floors and Collars in form of Warrents.

historical time series finance. yahoo. com(Stocks, Indices), Excel download google. comfinance, partial Excel download, otherwise website table only ariva. de, (Stocks, Indeces), Excel download, German only. nasdaq. com (Nasdaq), Excel download mba. tuck. dartmouth. edu (portfolio data), text download (German) finanzen. handelsblatt. com investopedia.

com, Website table only nasdaq. com, Website table only, intraday, daily standardandpoors. com (S&P 500, daily, yearly) current finance. yahoo. com (Stocks, Indices) bloomberg. com (Stocks, Indices) Issuer Union Investment (CSV) EU epexspot. comdemarktdatenintraday-handel (German), Website table only US gdfsuezenergyresources. comindex. php? id=33 CSV download. (German) onvista. de (Stocks, Indices, Warrants, ETFs …, daily Quotes) Website indexmundi. com World-wide econometric data and commodities measuringworth. com US, UK, Japan, China with interest rates, GDP, inflation, gold and silver prices, cool long term, Website table only historicalstatistics.

org Many countries, especially Sweden, GDP, population and much more, links to other sources (German) oktoberfest. de (Price of beer at Octoberfest in Munich, 1817-current) Eurostat ecb. int destatis. de Statistisches Bundesamt. Federal Reserve Economic Data – FRED census. gov bls. gov ssa. gov treasury. gov sec. gov economagic. com (Web, Excel download after login) standardandpoors. comindicessp-case-shiller-home-price-indices (Shiller-House Price Index) data. gov Public data of all US government organizations. boerse-frankfurt.

de (German Dax) (I did not try any of these, but they look interesting.) Please leave a comment if you have other good sources or is any link breaks. Post navigation. Leave a Reply Cancel reply. Woah this weblog is excellent i love reading your articles. Keep up the good work! You recognize, a lot of individuals are looking around for this information, you can help them greatly. wikiposit. org is a good source of all kinds of data reformatted to a consistent format. Though the IMF data seems to be mostly non-functional at the moment.

Yes, you are right. I like the wikiposit approach, too. I wrote about it earlier. And if it is a little more mature, I will add it to this list. As it turns out I am working on a more mature wikiposit right now ( quandl. com). I would like to connect with you directly to discuss this and get some insights from you. Can you email me? Hi, thanks for sharing. I could get 20 years free end of day data on klowdi. com for US and Europe market. If you want historical options prices history for all U. S. Equity options including stocks, Indexes and ETFs then visit our site.

historicaloptiondata. com. Here is another stock market data downloader: Its highly customizable and supports storage of multiple data types including tick level, intra-day bar and daily data. CSVs, relational databases or binary formats storage possible. It allows for different formats of data and the user has the ability to mix and match all the different types. For some useful data sets about S&P 100500 and NASDAQ-100 companies, check this site: You can export e. g. historical market caps, enterprise values, dividend yields and index components to Excel. Not free but you can rent from QuantGo (quantgo. com) For those countries where we have historical data, we don’t need to use QuantGo. But for those countries where we don’t have historical data and they are not available cheaply, we would definitely consider QuantGo and renting data from them. Check out PanBI’s live dashboards. ( panbi.

colive-dashboards). They are amazing, Customize the data visualizations and chart types the way you want to see it, and get a feel of how easy it is to understand data. You can find historical data of major economies’ macroeconomic indicators and stocks, bonds, currencies, commodities in assetmacro. commarket-data I use MarketXLS for this. It worked great for me. nice info About market data. I use intradata. co to get both daydata and 1 minute bars from 30 stock exchanges. They also have forex so it works good for forex strategies also. I would recommend them. Here is a new one – marketgrind. com. It has intraday data, end of day data, and fundamentals.

I precisely desired to appreciate you yet again. I do not know what I would’ve accomplished in the absence of the type of secrets documented by you over this concern. It was actually a difficult concern in my position, nevertheless encountering the skilled tactic you handled it forced me to weep over fulfillment. Now i am happier for your service and as well , wish you know what an amazing job you happen to be accomplishing instructing most people by way of your blog post. Most probably you haven’t met any of us. Landing page redirects will negatively impact your page load speed. Stock market binary options database The Volatility Finder scans for stocks and ETFs with volatility characteristics that may forecast upcoming price movement, or may identify under - or over-valued options in relation to a security's near - and longer-term price history to identify potential buying or selling opportunities. Volatility Optimizer. The Volatility Optimizer is a suite of free and premium option analysis services and method tools including the IV Index, an Options Calculator, a Strategist Scanner, a Spread Scanner, a Volatility Ranker, and more to identify potential trading opportunities and analyze market moves. The Options Calculator powered by iVolatility. com is an educational tool intended to help individuals understand how options work and provides fair values and Greeks on any option using volatility data and delayed prices. Virtual Options Trading. The Virtual Trade Tool is a state-of-the-art tool designed to test your trading knowledge and lets you try new strategies or complex orders before putting your money on the line. The paperTRADE tool is an easy-to-use, simulated trading system with sophisticated features including what-if and risk analysis, performance charts, easy spread creation using spreadMAKER, and multiple drag and drop customizations.

thinkorswim trade w advanced trading tools. Open an account and get up to $600! New TradeStation Pricing. $5Trade + $0.50 Per Contract for Options. Open an Account. Trade free for 60 days on thinkorswim from TD Ameritrade. Cboe Global Markets' Exchanges Trading Schedule for Christmas and New Year's Holidays. *Third Party Advertisement *Third Party Advertisement. Legal & Other Links. Options involve risk and are not suitable for all investors. Prior to buying or selling an option, a person must receive a copy of Characteristics and Risks of Standardized Options (ODD).

Copies of the ODD are available from your broker or from The Options Clearing Corporation, One North Wacker Drive, Suite 500, Chicago, Illinois 60606. The information on this website is provided solely for general education and information purposes and therefore should not be considered complete, precise, or current. Many of the matters discussed are subject to detailed rules, regulations, and statutory provisions which should be referred to for additional detail and are subject to changes that may not be reflected in the website information. No statement within the website should be construed as a recommendation to buy or sell a security or to provide investment advice. The inclusion of non-Cboe advertisements on the website should not be construed as an endorsement or an indication of the value of any product, service, or website. The Terms and Conditions govern use of this website and use of this website will be deemed acceptance of those Terms and Conditions. Options Trading Center. Enter up to 25 symbols to get the option chain for your favorite stock. View option chains for: Today's Market Activity. Latest News Headlines. 6:54PM ET - GlobeNewswire.

Enter up to 25 symbols separated by commas or spaces in the text box below. These symbols will be available during your session for use on applicable pages. Customize your NASDAQ. com experience. Select the background color of your choice: Select a default target page for your quote search: Please confirm your selection: You have selected to change your default setting for the Quote Search. This will now be your default target page unless you change your configuration again, or you delete your cookies. Are you sure you want to change your settings? Please disable your ad blocker (or update your settings to ensure that javascript and cookies are enabled), so that we can continue to provide you with the first-rate market news and data you've come to expect from us. The Best Technical Analysis Trading Software. There are those who say a day trader is only as good as his charting software. While that's debatable, it's certainly true that a key part of a trader's job – like a radiologist's – involves interpreting data on a screen in fact, day trading as we know it today wouldn't exist without market software and electronic trading platforms. A lot of software applications are available from brokerage firms and independent vendors claiming varied functions to assist traders. Most brokerages offer trading software, armed with a variety of trade, research, stock screening and analysis functions, to individual clients when they open a brokerage account. In fact, the bundled software applications – which also boast bells-and-whistles like in-built technical indicators, fundamental analysis numbers, integrated applications for trade automations, news, and alert features – often act as part of the firm's sales pitch in getting you to sign up. Much of the software is complimentary some of it may cost extra, as part of a premium package a lot of it, invariably, claims that it contains "the best stock charts" or "the best free trading platform." Fact: There is no single best stock chart, or best stock screener software.

There are too many markets, trading strategies and personal preferences for that. But we can examine some of the most widely-used trading software out there and compare their features. Whether their utility justifies their price points is your call. MetaStock : One of the most popular stock trading software applications, MetaStock offers more than 300 technical indicators, built-in drawing tools like Fibonacci retracement to complement technical indicators, integrated news, fundamental data with screening and filtering criteria, and global markets coverage across multiple assets: equities, derivatives, forex, futures and commodities. Both its MetaStock Daily Charts Subscription and its MetaStock Real Time packages (especially geared for day traders) include its highly praised stock charts software. Worden TC2000 : If you are interested exclusively in U. S and Canadian stocks and funds, then TC2000 offers a good solution. Features include stock charts, watch lists, alerts, instant messaging, news, scanning, and sorting. TC2000 offers fundamental data coverage, more than 70 technical indicators with 10 drawing tools, and an easy-to-use trading interface, as well as a backtesting function on historical data. It does not, however, offer automated trading tools, and asset classes are limited to stocks, funds, and ETFs. eSignal : Another popular stock trading system offering research capabilities, eSignal trading tool has different features depending upon the package. It has global coverage across multiple asset classes including stocks, funds, bonds, derivatives, and forex. eSignal scores high on trade management interface with news and fundamental figures coverage, and its stock charts software allows for a lot of customization. Available technical indicators appear to be limited in number and come with backtesting and alert features. NinjaTrader : An integrated trading and charting software system, providing end-to-end solution from order entry to execution with customized development options and third-party library integration compatible for 300+ add-on products, NinjaTrader is one of the commonly used research and trading platforms.

It's especially geared to futures and forex traders. While not a free trading platform, costs can be as low as $.53 per contract, and commission rebates are not uncommon. Apart from the usual technical indicators (100+), fundamentals, charting, and research tools, it also offers a useful trade simulator, enabling risk-free trade learning for budding traders. Wave59 PRO2: Offering advanced level products for experienced traders, Wave59 PRO2 offers high-end functionality, including "hive technology artificial intelligence module, market astrophysics, system testing, integrated order execution, pattern building and matching, the Fibonacci vortex, a full suite of Gann-based tools, training mode, and neural networks," to quote the website. EquityFeed Workstation : One prominently highlighted feature of the EquityFeed Workstation is a stock hunting tool called "FilterBuilder"– built upon huge number of filtering criteria that enables traders to scan and select stocks per their desired parameter advocates claim it's some of the best stock screening software around. Level 2 market data is also available, and coverage includes OTC and PinkSheet markets. However, it offers limited technical indicators and no backtesting or automated trading. Its product-specific search tools like ETFView, SectorView, etc. rank among the best stock screening software. And it even offers free trading platforms – during the two-week trial period, that is. ProfitSource : Targeted at active, short-term traders with precise entry and exit strategies, ProfitSource claims to have an edge with complex technical indicators, especially Elliot Wave analysis and backtesting functionality with more than 40+ automated technical indicators built in. Its asset class coverage spans across equities, forex, options, futures, and funds at the global level.

VectorVest : With trading platforms and analytics software that cover different geographic regions (for the U. S., UK, Australia, Canada, Singapore, Europe, Hong Kong, India, and South Africa), VectorVest is the one for the intercontinental crowd. Its program offers comprehensive coverage for common technical indicators across major stocks and funds all around the world. VectorVest also offers strong backtesting capabilities, customization, real-time filtering, watch lists, and charting tools. INO MarketClub : For users specifically looking for charting software, INO’s MarketClub offers technical indicators, trend lines, quantitative analysis tools, and filtering functionality integrated with a charting and trading system – not just stocks, but futures, forex, ETFs and precious metals. The decision to go beyond free trading platforms and pay extra for software should be based on the product functionality best fitting your trading needs. You can often test-drive for nothing: Many market software companies offer no-cost trial periods, sometimes for as long as five weeks. Novice traders who are entering the trading world can select software applications that have a good reputation with required basic functionality at a nominal cost – perhaps a monthly subscription instead of outright purchase – while experienced traders can explore individual products selectively to meet their more specific criteria. OptionBinary. net. We OptionBinary. net are an acclaimed trading website, and would like to welcome you at all times with the best and valuable resource for Forex, Binary Options, and Commodity Trading platform reviews. OptionBinary.

net has gained reputation for offering clear and distinguished content on how to profit wisely without wasting any time through binary options brokers. Binary options has opened its doors for everybody just recently, and is recognized as one of the most efficient ways to earn money on the net. Here, we have prepared a wide variety of options trading database in order for you to learn about binary trading tips and strategies and the trusted brokers. Large volume of assets available for trade 247 customer support in multiple languages Short term trades including 30 & 60 Seconds No trading commissions, highest payouts in the industry. Ultimate User friendliness Expiry Time on a Daily, Monthly or Weekly basis 247 Live Online Chat Support. Trading Technique in Binary Options. There is a big difference between online binary trading market and stock trading. Traders can use broker's platform to trade currency pairs, commodity, and stock. Binary options has turned out to be one of the leading forms of trading as traders are offered with opportunities to make money quick. Stocks tracings are done via exchanges and executed by market makers of well-established banks. All kinds of brokerage firms can be found across the globe allowing traders to access markets 24day, 5daysweek. It's available for the financial network which makes a huge amount of money daily in average turnover. Options trading involves trading of currency pair or forex.

EUR USD often offers more profitability for the Foreign Exchange Market. If you purchase EURUSD pair, then it means you purchase Eurodollar and sell USD simultaneously. In any kind of market, traders cannot avoid taking risks. There are a number of reasons why traders lose their investment. If you are not practicing risk management correctly, or being lazy about gathering important information, you are increasing the possibility to lose. You need to have enough knowledge on the market trend and develop your own approach with relevant strategies. You can learn about strategies with a wide variety of articles and news available, and you will be able to find the best suited approaches for your trades as you get more and more experiences. When it comes to foreign exchange, traders need to have the ability to make a good determination and discipline. The binary market requires a good knowledge on strategies which consist of combinations and indicators. The indicators and analyzation are the best tools to read the trends. The binary options market has a deep relationship with how the human mind works.

It is interesting to learn and understand the flow of supply and demand via numerous kinds of tools that are provided. Every trade market has its distinguished characteristics. Thus, if you study briefly about how the human mind would react to certain situations, and what factors influence the markets, you will have more chance to make money on your trades. Remember, 95% of traders' feelings are controlled by the daily market. Trading binary options can be very lucrative and often favored more by traders compared to other types of financial tools including commodities, bonds and stocks. When trading, any kind of market comes with risks, and binary options market is no exception, except the fact that binary trading is less risky since it only requires a very simple decision making, a call or a put. We strongly recommend that you start using binary options only after you have enough knowledge and understand all the terms utilized in binary options, which can be done here on OptionBinary. net where you can find a great volume of articles and useful resources. If you are attracted to an idea of making money from home and starting a new trading pursuit which can provide you with a chance to earn additional income, then binary options trading can fulfill your needs. Free Binary Options Charts. Here are the best free binary options charting programs and charting platforms. Tradingview. com Review.

Tradingview. com is a modern day financial and stock charting program that is exceptionally fast, reliable, and simple to use. What makes it more special that it is free to use and anyone can use it without paying a single penny. When stock and financial charting programs are concerned, majority of the charting program do not focus on core issues and the services are unable to keep pace with the latest technology. Unlike many stock charting programs, tradingview. com is not at all based upon conventional technologies like Silverlight, flash, or Java. These technologies are not compatible with the latest trends as most of the people are browsing on high tech devices including smartphones and tablets and have dumped PCs for viewing charts. The modern gadgets are not compatible with old technologies and that is where the problem arises. Tradingview. com is based on HTML5, the newest technology incorporated in modern day gadgets that are supported on all major platforms and OS. The program runs smoothly on the browser of all the devices including ulrabooks, tablets, and smartphones. The area for charting and tools in tradingview. com are quite similar to most of the charting programs where tools and located on left and above of the charting area. Daily price ranges are updated in real time. These price ranges are displayed in the form of a horizontal slide.

This widget is quite impressive as users can view the latest price ranges in the form of a slider. There is headline widget where the latest updates about Forex and stocks are displayed. Users can customize this widget to incorporate updates they want to view. There is another attractive feature called the conversation widget that is pretty useful when the user has to review the charts for long periods. They can then make use of this widget to chat with other professional traders and investors who are viewing the same tool. There are few buttons placed on the bottom tool bar to store and launch charts. There are also buttons for taking screenshots and sharing information on Twitter. Users can take screenshots and then share the images on Twitter profiles. Another notable feature is the button for “Publish idea”. Upon pressing the button, users can publish their complete chart on tradingview. com.

This published chart can be viewed by other experts within the professional community and opinions can be shared regarding the trading and investment. This feature is quite appealing as it adds a social element to the platform with the help of which traders and investors can share ideas and opinions and make new connections and contacts in the industry. Tradingview. com comes with a strong support that helps users to learn about new updates features added time to time. What is adored by the users are the social media integration and “publish” option that allows the user to interact with other professionals in the market and take their expert opinion and advice. Users can add various different tools in the charts to make comparisons. Tradingview. com is by far the most trusted financial and stock charting platform available online. FreesStockCharts. com Review. Freestockcharts. com which was earlier known as bestfreecharts.

com is considered to be one of the most reliable and top quality stock charting software till date. The software is ahead of most other stock chart software services which are run by broker over the web. Apart from being unreliable majority of the stock chart services are beyond expensive. Those who are relying on Yahoo Finance are lagging behind and are missing out on something great. These software for checking out stock prices have gotten quite outdated as many new modified and high tech services have been launched. The company that launched freestockcharts. com started off with stock chart software services back in year 2007 with a package called Telechart known otherwise as TCnet and made it free for the use of public. For majority of the professionals and experts working in the area of stock and trading, Telechart 2007 was the favorite option for stock charting. Freestockcharts. com has a database filled with more than seven thousand stocks. It provides real time stock charts and related information for more than seven thousand American stocks, few popular foreign markets, all big Forex pairs, and internal data of the market.

The software charts huge watch lists of stocks in which the people show interest and displays all real time price alterations. Freestockcharts. com is a browser based stock chart software that works directly in the computer’s web browser. There is no need to download, install, and update the software. Today is the era of cloud computing where major and top quality software are embedded on a server and users can access it from anywhere in the world via their web browsers. People just need to open their browser and start using freestockcharts. com’s services online without any hassle. With freestockscharts. com, users can get access to their own watch-list and configurations pertaining to charts over the web while sitting at their home. Users have to sign up for a free of cost account to alter and tailor the settings according to their needs and after doing that a user will get all his updates saved automatically.

If users attempt to add specific indicators on a particular chart, than those trend lines and indicators would be saved. Freestockcharts. com enable the users to view their charts from any device from anywhere in the world. Besides charts, watch-lists can also be accessed from any device and there is no need to log on to the same device with which you saved the settings. All the saved stocks charts and lists can be accessed as they are saved on a server and all that is required is a computer, tablet, or smartphone with a working internet connection to access the account and saved data. Freestockcharts. com is simple and easy to use and there is a variety of options to alter the appearance of the charts. Users can select from a range of standard plot styles like HLC, bar charts, area charts, line charts, OHLC, candle-stick charts and many more. Moreover users can make use of a number of ways to view their charts including intraday time frames and daily time frames. The software offers 25 tools for charting 68 most commonly used indicators. Freestockcharts.

com with a number of such impressive features is the most recommendable stock charting software for professionals in Forex industry. StockCharts. com Review. Stockcharts. com is said to offer the most effective stock charting services over the web for free. This platform offers community charts and updates from the stock market experts that are quite helpful for the newbies. The updates addresses general market conditions and focuses less on specific stock and financial trades and often they make use of company stocks to verify advanced level theories of market. Real time stock and financial quotes along with messages pertaining to market enhance the experience of trading in Forex. A number of experts and professionals have been using the services offered by stockcharts. com over the web and many have subscribed to the John’s stockcharts services. These services enhance the accuracy and level of comprehension of the users pertaining to stock and financial trading and charts displayed improve the users’ understanding of key stock concepts.

With stockcharts. com users do not get stock picks but get the opportunity to view detailed and huge stock charts that can be studied for better understanding. Unlike small graphics with little number of indicators, the charts provided by stockcharts. com come with great detail so that beginners can quickly comprehend the key details. Stockcharts. com charges user with subscription fee but there is also a free version that comes with less features. The full package comes with huge stock charts, real time related information, and a bunch of indicators that are why most of the users prefer to pay the money and get more advantages. Those who are reluctant to pay money can still use the free version to get fundamental and basic knowledge about the stocks and financial trading and investment over the web. Stockcharts. com allows users to annotate the charts that are very helpful for finding trends and channels. The drag and drop tool is adored by the users and the option for utilizing multiple line thickness along with a range of colors and dashes are some of the notable features offered by stockcharts. com. Stock charts can be stored and shared with experts in the community and once the charts are saved, all the related data is updated automatically allowing users to view the evolution of their theories. The platform comes with all commonly used indicators that majority of the users like to use.

The program also enables the users to select from a variety of colors for the indicators. Users can add the indicator for price behind their charts and start passing the symbol as desired. This function is similar to the compare feature on most of the other stock charting software. Another noteworthy feature embedded in stockcharts. com is the chart-school. The feature is free to use to allow beginners to learn essentials about the stock market without signing up for an account. Scan engine is another appealing feature allowing users to add formulas, run and get a detailed list of stocks that meet the criteria of the stock mentioned by the user. The new Firefox. Download Firefox — English (US) Your system may not meet the requirements for Firefox, but you can try one of these versions: Download Firefox — English (US) Your system doesn't meet the requirements to run Firefox. Your system doesn't meet the requirements to run Firefox. Please follow these instructions to install Firefox. Please follow these instructions to install Firefox. The best Firefox ever.

Uses 30% less memory than Chrome. Truly Private Browsing with Tracking Protection. all things Firefox. If you haven’t previously confirmed a subscription to a Mozilla-related newsletter you may have to do so. Please check your inbox or your spam filter for an email from us. Advanced Install Options & Other Platforms. Download Firefox for Windows. Download Firefox for macOS. Download Firefox for Linux. Download Firefox — English (US) Your system may not meet the requirements for Firefox, but you can try one of these versions: Download Firefox — English (US) Your system doesn't meet the requirements to run Firefox. Your system doesn't meet the requirements to run Firefox. Please follow these instructions to install Firefox. Stock market binary options database Get via App Store Read this post in our app!

Are binary options really part of trading? I watched many videos and read many tutorials about binary trading. If I really understood it, you bet that a quotecurrencystock marketanything will rise or fall within a period of time. So, what is the relationship with trading? I see no trading at all since I don't buy or sell quotes. All you can do is betting (Exciting Markets = winning bet)! Then, since anyone should have the same technique (call when a currency rises and put when it falls), how can the brokers (websites) make money? I'm really afraid to bet because I think that they can go bankrupt at any time! Are my fears correct? "you bet that a quotecurrencystock marketanything will rise or fall within a period of time. . So, what is the relationship with trading ? I see no trading at all since I don't buy or sell quotes." So, if you just wander in and say "oh, hey, look, a bunch of options, i'm going to play games and have excitement" then that is, in fact, some sort of gambling. Indeed, most trading activities will be like that to you.

On the other hand, you might be engaged in other business where those things matter. You might be doing a lot of trading elsewhere in the market, for instance, and suddenly everyone freaks out and the stock market goes crazy and you lose a ton of money. To protect yourself from losing a ton of money, you might buy a binary option based on VIX (the volatility index) going over a certain level. If you're not in a business where you're buying it to protect yourself, then you should probably only buy the options if you have reason to think it'll be profitable and worth the risk. If you don't understand the risks, skip it. If I really understood it, you bet that a quotecurrencystock marketanything will rise or fall within a period of time. So, what is the relationship with trading ? I see no trading at all since I don't buy or sell quotes. You are not betting as in "betting on the outcome of an horse race" where the money of the participants is redistributed to the winners of the bet. You are betting on the price movement of a security. To do that you have to buysell the option that will give you the profit or the loss.

In your case, you would be buying or selling an option , which is a financial contract. That's trading . Then, since anyone should have the same technic (call when a currency rises and put when it falls). How can you know what will be the future rate of exchange of currencies? It's not because the price went up for the last minuteshoursdaysmonthsyears that it will continue like that. Because of that everyone won't have the same method. Also, not everyone is using currencies to speculate, there are firms with real needs that affect the market too, like importers and exporters, they will use financial products to protect themselves from Forex rates, not to make profits from them. . how the brokers (websites) can make money ? The broker (or bank) will either: Act like an intermediary and buy the contract from another willing seller and resell it to you by taking a little margin Create a contract to give you the gainloss specified in the contract. Then they can hedge it (fully, partially or not at all) by trying to do the opposite of the contract with a combination of several financial products.

When it come to taking risk (ie, without a full hedge), it's more likely to be a bank or an hedge fund not a broker. I'm really afraid to bet because I think that they can bankrupt at any time! Are my fears correct ? There is always a probability that a company can go bankrupt. But that's can be very low probability. Brokers are usually not taking risks and are just being intermediaries in financial transactions (but sometime their computer systems have troubles. ), thanks to that, they are not likely to go bankrupt you after you buy your option. Also, they are regulated to insure that they are solid. Last thing, if you fear losing money, don't trade. If you do trade, only play with money you can afford to lose as you are likely to lose some (maybe all) money in the process.

Stock market binary options database Get via App Store Read this post in our app! How to store 7.3 billion rows of market data (optimized to be read)? I have a dataset of 1 minute data of 1000 stocks since 1998, that total around (2012-1998)*(365*24*60)*1000 = 7.3 Billion rows. Most (99.9%) of the time I will perform only read requests. What is the best way to store this data in a db? 1 big table with 7.3B rows? 1000 tables (one for each stock symbol) with 7.3M rows each? any recommendation of database engine? (I'm planning to use Amazon RDS' MySQL) I'm not used to deal with datasets this big, so this is an excellent opportunity for me to learn. I will appreciate a lot your help and advice. This is a sample row: 'XX', 20041208, 938, 43.7444, 43.7541, 43.735, 43.7444, 35116.7, 1, 0, 0. Column 1 is the stock symbol, column 2 is the date, column 3 is the minute, the rest are open-high-low-close prices, volume, and 3 integer columns. Most of the queries will be like "Give me the prices of AAPL between April 12 2012 12:15 and April 13 2012 12:52" About the hardware: I plan to use Amazon RDS so I'm flexible on that. Tell us about the queries, and your hardware environment. I would be very very tempted to go NoSQL, using Hadoop or something similar, as long as you can take advantage of parallelism.

First of all, notice that I asked about the queries. You can't -- and we certainly can't -- answer these questions without knowing what the workload is like. (I'll co-incidentally have an article about this appearing soon, but I can't link it today.) But the scale of the problem makes me think about moving away from a Big Old Database because. My experience with similar systems suggests the access will either be big sequential (computing some kind of time series analysis) or very very flexible data mining (OLAP). Sequential data can be handled better and faster sequentially OLAP means computing lots and lots of indices, which either will take lots of time or lots of space. If You're doing what are effectively big runs against many data in an OLAP world, however, a column-oriented approach might be best. If you want to do random queries, especially making cross-comparisons, a Hadoop system might be effective. Why? Because. you can better exploit parallelism on relatively small commodity hardware. you can also better implement high reliability and redundancy many of those problems lend themselves naturally to the MapReduce paradigm. But the fact is, until we know about your workload, it's impossible to say anything definitive. So databases are for situations where you have a large complicated schema that is constantly changing.

You only have one "table" with a hand-full of simple numeric fields. I would do it this way: Prepare a CC++ struct to hold the record format: Then calculate sizeof(StockPriceN) where N is the number of records. (On a 64-bit system) It should only be a few hundred gig, and fit on a $50 HDD. Then truncate a file to that size and mmap (on linux, or use CreateFileMapping on windows) it into memory: Cast the mmaped pointer to StockPrice*, and make a pass of your data filling out the array. Close the mmap, and now you will have your data in one big binary array in a file that can be mmaped again later. You can now mmap it again read-only from any program and your data will be readily available: So now you can treat it just like an in-memory array of structs. You can create various kinds of index data structures depending on what your "queries" are. The kernel will deal with swapping the data tofrom disk transparently so it will be insanely fast. If you expect to have a certain access pattern (for example contiguous date) it is best to sort the array in that order so it will hit the disk sequentially. 285.5435013771057 GB memory . good luck with that &ndash ZagNut Sep 21 '16 at 14:21. It is my understanding that HDF5 was designed specifically with the time-series storage of stock data as one potential application.

Fellow stackers have demonstrated that HDF5 is good for large amounts of data: chromosomes, physics. Okay, so this is somewhat away from the other answers, but. it feels to me like if you have the data in a file system (one stock per file, perhaps) with a fixed record size, you can get at the data really easily: given a query for a particular stock and time range, you can seek to the right place, fetch all the data you need (you'll know exactly how many bytes), transform the data into the format you need (which could be very quick depending on your storage format) and you're away. I don't know anything about Amazon storage, but if you don't have anything like direct file access, you could basically have blobs - you'd need to balance large blobs (fewer records, but probably reading more data than you need each time) with small blobs (more records giving more overhead and probably more requests to get at them, but less useless data returned each time). Next you add caching - I'd suggest giving different servers different stocks to handle for example - and you can pretty much just serve from memory. If you can afford enough memory on enough servers, bypass the "load on demand" part and just load all the files on start-up. That would simplify things, at the cost of slower start-up (which obviously impacts failover, unless you can afford to always have two servers for any particular stock, which would be helpful). Note that you don't need to store the stock symbol, date or minute for each record - because they're implicit in the file you're loading and the position within the file. You should also consider what accuracy you need for each value, and how to store that efficiently - you've given 6SF in your question, which you could store in 20 bits. Potentially store three 20-bit integers in 64 bits of storage: read it as a long (or whatever your 64-bit integer value will be) and use maskingshifting to get it back to three integers. You'll need to know what scale to use, of course - which you could probably encode in the spare 4 bits, if you can't make it constant. You haven't said what the other three integer columns are like, but if you could get away with 64 bits for those three as well, you could store a whole record in 16 bytes. That's only. 110GB for the whole database, which isn't really very much.

EDIT: The other thing to consider is that presumably the stock doesn't change over the weekend - or indeed overnight. If the stock market is only open 8 hours per day, 5 days per week, then you only need 40 values per week instead of 168. At that point you could end up with only about 28GB of data in your files. which sounds a lot smaller than you were probably originally thinking. Having that much data in memory is very reasonable. EDIT: I think I've missed out the explanation of why this approach is a good fit here: you've got a very predictable aspect for a large part of your data - the stock ticker, date and time. By expressing the ticker once (as the filename) and leaving the datetime entirely implicit in the position of the data, you're removing a whole bunch of work. It's a bit like the difference between a String and a Map<Integer, String> - knowing that your array index always starts at 0 and goes up in increments of 1 up to the length of the array allows for quick access and more efficient storage. I have a dataset of 1 minute data of 1000 stocks . most (99.9%) of the time I will perform only read requests. Storing once and reading many times time-based numerical data is a use case termed "time series". Other common time series are sensor data in the Internet of Things, server monitoring statistics, application events etc. This question was asked in 2012, and since then, several database engines have been developing features specifically for managing time series.

I've had great results with the InfluxDB, which is open sourced, written in Go, and MIT-licensed. InfluxDB has been specifically optimized to store and query time series data. Much more so than Cassandra, which is often touted as great for storing time series: Optimizing for time series involved certain tradeoffs. For example: Updates to existing data are a rare occurrence and contentious updates never happen. Time series data is predominantly new data that is never updated. Pro: Restricting access to updates allows for increased query and write performance. Con: Update functionality is significantly restricted. InfluxDB outperformed MongoDB in all three tests with 27x greater write throughput, while using 84x less disk space, and delivering relatively equal performance when it came to query speed. Queries are also very simple. If your rows look like <symbol, timestamp, open, high, low, close, volume> , with InfluxDB you can store just that, then query easily. Say, for the last 10 minutes of data: Here is an attempt to create a Market Data Server on top of the Microsoft SQL Server 2012 database which should be good for OLAP analysis, a free open source project: Let me recommend that you take a look at apache solr, which I think would be ideal for your particular problem. Basically, you would first index your data (each row being a "document"). Solr is optimized for searching and natively supports range queries on dates. Your nominal query, "Give me the prices of AAPL between April 12 2012 12:15 and April 13 2012 12:52" would translate to something like: Assuming "stock" is the stock name and "date" is a "DateField" created from the "date" and "minute" columns of your input data on indexing.

Solr is incredibly flexible and I really can't say enough good things about it. So, for example, if you needed to maintain the fields in the original data, you can probably find a way to dynamically create the "DateField" as part of the query (or filter). First, there isn't 365 trading days in the year, with holidays 52 weekends (104) = say 250 x the actual hours of day market is opened like someone said, and to use the symbol as the primary key is not a good idea since symbols change, use a k_equity_id (numeric) with a symbol (char) since symbols can be like this A , or GAC-DB-B. TO , then in your data tables of price info, you have, so your estimate of 7.3 billion is vastly over calculated since it's only about 1.7 million rows per symbol for 14 years. k_equity_id k_date k_minute. and for the EOD table (that will be viewed 1000x over the other data) Second, don't store your OHLC by minute data in the same DB table as and EOD table (end of day) , since anyone wanting to look at a pnf, or line chart, over a year period , has zero interest in the by the minute information. I think any major RDBMS would handle this. At the atomic level, a one table with correct partitioning seems reasonable (partition based on your data usage if fixed - this is ikely to be either symbol or date). You can also look into building aggregated tables for faster access above the atomic level. For example if your data is at day, but you often get data back at the wekk or even month level, then this can be pre-calculated in an aggregate table. In some databases this can be done though a cached view (various names for different DB solutions - but basically its a view on the atomic data, but once run the view is cachedhardened intoa fixed temp table - that is queried for subsequant matching queries. This can be dropped at interval to free up memorydisk space). I guess we could help you more with some idea as to the data usage. If you have the hardware, I recommend MySQL Cluster.

You get the MySQLRDBMS interface you are so familiar with, and you get fast and parallel writes. Reads will be slower than regular MySQL due to network latency, but you have the advantage of being able to parallelize queries and reads due to the way MySQL Cluster and the NDB storage engine works. Make sure that you have enough MySQL Cluster machines and enough memoryRAM for each of those though - MySQL Cluster is a heavily memory-oriented database architecture. Or Redis, if you don't mind a key-value NoSQL interface to your readswrites. Make sure that Redis has enough memory - its super-fast for reads and writes, you can do basic queries with it (non-RDBMS though) but is also an in-memory database. Like others have said, knowing more about the queries you will be running will help. You should compare the slow solutions with a simple optimized in memory model. Uncompressed it fits in a 256 GB ram server. A snapshot fits in 32 K and you just index it positionally on datetime and stock. Then you can make specialized snapshots, as open of one often equals closing of the previous. edit Why do you think it makes sense to use a database at all (rdbms or nosql)? This data doesn't change, and it fits in memory.

That is not a use case where a dbms can add value. If your use case is to simple read rows without aggregation, you can use Aerospike cluster. It's in memory database with support of file system for persistence. It's also SSD optimized. If your use case needs aggregated data, go for Mongo DB cluster with date range sharding. You can club year vise data in shards. You will want the data stored in a columnar table database. Database systems like Vertica and Greenplum are columnar databases, and I believe SQL Server now allows for columnar tables. These are extremely efficient for SELECT ing from very large datasets. They are also efficient at importing large datasets. US Search Desktop.

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fujihousehydepark. com Please help us to put correct website to your listing. i had 172 stocks in my Yahoo finance that I could look at. They have all disappeared. Now, I try to add symbols, and it won't let me. PLEASE. i had a 172 stock symbols on my Yahoo finance page, and they have all be wiped out. Now, I try to add new symbols back, and it won't let me do that. Please look at my account to see whats going on. This should not be appearing with search Baba Vickram Aditya Bedi. This is a biased article which is not accurate and is based on a racist and highly flawed prosecution of an individual. Don't see your idea? Post a new idea… US Search Desktop. Post a new idea… All ideas My feedback I have a problem 26 I have a suggestion 20 Other 4 What I dislike 28 What I like 1. Feedback and Knowledge Base.

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