{"id":115,"date":"2016-02-20T18:51:48","date_gmt":"2016-02-20T18:51:48","guid":{"rendered":"http:\/\/intelligentonlinetools.com\/blog\/?p=115"},"modified":"2016-03-11T02:09:18","modified_gmt":"2016-03-11T02:09:18","slug":"swing-stock-trading","status":"publish","type":"post","link":"http:\/\/intelligentonlinetools.com\/blog\/2016\/02\/20\/swing-stock-trading\/","title":{"rendered":"Swing Stock Trading"},"content":{"rendered":"<p>Swing stock trading means buying and selling stocks many times when the stock prices are at or near their bottom or top position. Some details and more information can be found at [1],[2].<\/p>\n<p> The simple and well known rule &#8211; buy low and sell high can be applied here too. But how do we detect when it is low and when it is high? <\/p>\n<p>Historical data and computer simulation can be the answer. We can pick the strategy and then evaluate it using past data. By changing some parameters and running simulation on the past data we can also improve the strategy.<\/p>\n<p> For example the simple rule &#8211; buy when one day stock price decrease is more than some number (delta) and sell when the increase is more than delta can be run on previous stock data with the different delta. <\/p>\n<p><!--\nAnd you can see if this strategy works or not and also pick the best value for delta. \n\n Here is the link where you can try this <a href=\"http:\/\/www.lwebzem.com\/cgi-bin\/stock_da\/st_d_a.cgi\" target=\"3\">Swing Stock Trading Simulation<\/a>. All that you need to enter is stock symbol and value for delta (decrease\/increase) \n\n Any feedback, suggestions for this tool are welcome to put in comments. Also if you have some other strategy that you think would be helpful to add to the tool please share in the comments with us. \n--><\/p>\n<h3>References &#8211; External Links<\/h3>\n<p>1. <a href=\"http:\/\/en.wikipedia.org\/wiki\/Swing_trading\" target=\"1\">Swing trading<\/a> From Wikipedia, the free encyclopedia<br \/>\n2.<a href=\"http:\/\/www.stocks-trading-strategy-and-pattern.com\/swing-stock-trading.html\" target=\"2\">Swing Stock Trading &#8211; Simple Time And Price Predictions Strategy<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Swing stock trading means buying and selling stocks many times when the stock prices are at or near their bottom or top position. Some details and more information can be found at [1],[2]. The simple and well known rule &#8211; buy low and sell high can be applied here too. But how do we detect &#8230; <a title=\"Swing Stock Trading\" class=\"read-more\" href=\"http:\/\/intelligentonlinetools.com\/blog\/2016\/02\/20\/swing-stock-trading\/\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":[]},"categories":[3],"tags":[],"jetpack_publicize_connections":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Swing Stock Trading - Machine Learning Applications<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/intelligentonlinetools.com\/blog\/2016\/02\/20\/swing-stock-trading\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Swing Stock Trading - Machine Learning Applications\" \/>\n<meta property=\"og:description\" content=\"Swing stock trading means buying and selling stocks many times when the stock prices are at or near their bottom or top position. 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And Fibonacci tools can be applied to longer-term as well as to short-term. [3] In this post we will take a\u2026","rel":"","context":"In &quot;Fibonacci Numbers&quot;","img":{"alt_text":"Fibonacci numbers","src":"https:\/\/i0.wp.com\/intelligentonlinetools.com\/blog\/wp-content\/uploads\/2018\/06\/fibonacci-1601158_640.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":1919,"url":"http:\/\/intelligentonlinetools.com\/blog\/2018\/02\/24\/prediction-next-stock-market-correction\/","url_meta":{"origin":115,"position":1},"title":"Prediction on Next Stock Market Correction","date":"February 24, 2018","format":false,"excerpt":"On Feb. 6, 2018, the stock market officially entered \"correction\" territory. A stock market correction is defined as a drop of at least 10% or more for an index or stock from its recent high. [1] During one week the stock data prices (closed price) were decreasing for many stocks.\u2026","rel":"","context":"In &quot;Data Mining&quot;","img":{"alt_text":"Number of stocks increasing decreasing same in %","src":"https:\/\/i0.wp.com\/intelligentonlinetools.com\/blog\/wp-content\/uploads\/2018\/02\/output_for_number_of_stocks_increasing_decreasing_same.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":76,"url":"http:\/\/intelligentonlinetools.com\/blog\/2016\/02\/13\/downloading-stock-market-data-to-a-google-spreadsheet-with-a-perl-script\/","url_meta":{"origin":115,"position":2},"title":"Downloading Stock Market Data to a Google Spreadsheet with a Perl Script","date":"February 13, 2016","format":false,"excerpt":"In this post will be shown how to download stock market with perl script into Google spreadsheet. Once the data is loaded in Google spreadsheet you can do trend or forecasting analysis and build charts using Google Docs functionality. Perl script helps to automate downloading process, to replace manual downloading\u2026","rel":"","context":"In &quot;Stock data analysis&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1446,"url":"http:\/\/intelligentonlinetools.com\/blog\/2017\/11\/06\/10-new-top-resources-on-machine-learning-from-around-the-web\/","url_meta":{"origin":115,"position":3},"title":"10 New Top Resources on Machine Learning from Around the Web","date":"November 6, 2017","format":false,"excerpt":"For this post I put new and most interesting machine learning resources that I recently found on the web. This is the list of useful resources in such areas like stock market forecasting, text mining, deep learning, neural networks and getting data from Twitter. Hope you enjoy the reading. 1.\u2026","rel":"","context":"In &quot;Machine Learning&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2549,"url":"http:\/\/intelligentonlinetools.com\/blog\/2019\/10\/13\/comparing-strategies-detecting-buy-signal\/","url_meta":{"origin":115,"position":4},"title":"Comparing Strategies for Detecting Buy Signal with BackTrader","date":"October 13, 2019","format":false,"excerpt":"In the post Bitcoin trading with Python \u2014 Bollinger Bands strategy analysis the author reported 34% returns over the initial investment on back test. Does it work all the time? Is it the best strategy? Let us use backtrader platform and compare several strategies just for buy signal. Backtrader is\u2026","rel":"","context":"In &quot;Bactesting&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/intelligentonlinetools.com\/blog\/wp-content\/uploads\/2019\/10\/backtrader-comparing-buy-strategies-e1571510154800.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":1682,"url":"http:\/\/intelligentonlinetools.com\/blog\/2017\/12\/26\/prediction-data-stock-price-prophet-report\/","url_meta":{"origin":115,"position":5},"title":"Prediction Data Stock Prices with Prophet","date":"December 26, 2017","format":false,"excerpt":"In the previous post I showed how to use the Prophet for time series analysis with python. I used Prophet for data stock price prediction. But it was used only for one stock and only for next 10 days. In this post we will select more data and will test\u2026","rel":"","context":"In &quot;Data Mining&quot;","img":{"alt_text":"prediction data stock prices with Prophet - accuracy vs used data range","src":"https:\/\/i0.wp.com\/intelligentonlinetools.com\/blog\/wp-content\/uploads\/2017\/12\/prediction-data-stock-prices-with-Prophet-accuracy-vs-used-data-range-1-e1514396944169.png?resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/posts\/115"}],"collection":[{"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/comments?post=115"}],"version-history":[{"count":4,"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/posts\/115\/revisions"}],"predecessor-version":[{"id":117,"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/posts\/115\/revisions\/117"}],"wp:attachment":[{"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/media?parent=115"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/categories?post=115"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/intelligentonlinetools.com\/blog\/wp-json\/wp\/v2\/tags?post=115"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}