{"id":91886,"date":"2021-06-23T11:55:00","date_gmt":"2021-06-23T15:55:00","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=91886"},"modified":"2024-05-17T15:13:35","modified_gmt":"2024-05-17T19:13:35","slug":"how-to-install-ta-lib-in-python-part-ii","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/","title":{"rendered":"How to Install Ta-Lib in Python – Part II"},"content":{"rendered":"\n

Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC. For instructions on how to install Ta-Lib across platforms using Anaconda prompt see Part I<\/a>.<\/em><\/p>\n\n\n\n

Install Ta-Lib on Windows PC<\/strong><\/h2>\n\n\n\n

Step 0: We suggest the Anaconda installer<\/a> for installing Python as it is easier to work with when it comes to programming in Python.<\/p>\n\n\n\n

Step 1: Once you have installed Anaconda, you will use the Anaconda prompt window to install the relevant files.<\/p>\n\n\n\n

Before we download the Python Ta-Lib files, we have to verify the Python version as well as the Windows System architecture (32-bit or 64-bit) on our computer.<\/p>\n\n\n\n

You can find the version installed in your system by simply writing the following code in the Anaconda prompt window: python –version<\/strong><\/p>\n\n\n\n

You will get the output as shown below:<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

For the windows architecture, you can simply right-click on your “computer” (usually named as “This-PC” or “My Computer”) icon and click properties and your system details will be displayed.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

Step 2: We cannot directly use the “pip install” command when it comes to installing Ta-Lib. Thus, we will first install the “whl” file which can be found on this link: https:\/\/www.lfd.uci.edu\/~gohlke\/pythonlibs\/#ta-lib<\/a><\/p>\n\n\n\n

The website is a useful resource for a lot of Python extensions, but we are concerned about Ta-Lib installation for now.<\/p>\n\n\n\n

You can scroll down to the section where we will find the relevant links, as shown below:<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

One should note that you should download the file keeping your Python version and Windows architecture (32 bit or 64 bit) in mind. E.g. Since we have the python version 3.7 installed and 64 bit Windows 7 system, we will download the file, \u201cTA_Lib\u20110.4.17\u2011cp37\u2011cp37m\u2011win_amd64.whl\u201d.<\/p>\n\n\n\n

As you might have guessed \u201ccp37\u201d implies Python version 3.7 and \u201cwin_amd64\u201d implies Windows 64 bit operating system.<\/p>\n\n\n\n

By default, the “whl” file gets downloaded in the “Downloads” folder. Since we have used Anaconda installer<\/a> for Python, we will place the file in the same folder location which is shown on the Anaconda prompt.<\/p>\n\n\n\n

For eg: C:\\Users\\rekhit.p<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

And now comes the easy part.<\/p>\n\n\n\n

In the Anaconda prompt, use the pip install command with the file name of the downloaded file.<\/p>\n\n\n\n

Since we have downloaded the file, \u201cTA_Lib\u20110.4.17\u2011cp37\u2011cp37m\u2011win_amd64.whl\u201d, the command would be, pip install TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl<\/strong><\/p>\n\n\n\n

If there is no error, then it implies that we have successfully installed Ta-Lib. You should get a screen with the following messages.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Great! We have just finished installing the Ta-Lib Python library.<\/p>\n\n\n\n

But how do we check if it is correctly installed?<\/p>\n\n\n\n

On the Anaconda command prompt, you will first type \u201cpython\u201d to interpret the program.<\/p>\n\n\n\n

We will then type the following command, \u201cimport talib\u201d and then press Enter.<\/p>\n\n\n\n

If there are no errors, then it means that the python Ta-Lib library has been successfully installed on your computer.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Alternatively, you can also open Jupyter notebook (or Spyder) and try to run the same code to check if the Python Ta-Lib is installed correctly.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

In the next installments, the authors will demonstrate how to install Ta-Lib on MacOS.<\/em><\/p>\n\n\n\n

Visit QuantInsti for additional insight on this topic:
https:\/\/blog.quantinsti.com\/install-ta-lib-python\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC.<\/p>\n","protected":false},"author":186,"featured_media":40540,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":true,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[339,343,349,338,350,341,344],"tags":[9864,6922,4676,9865,187,595,445,9863],"contributors-categories":[13654],"class_list":{"0":"post-91886","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-programing-languages","9":"category-python-development","10":"category-ibkr-quant-news","11":"category-quant-asia-pacific","12":"category-quant-development","13":"category-quant-regions","14":"tag-adx","15":"tag-anaconda","16":"tag-bollinger-bands","17":"tag-candlestick-pattern-recognition","18":"tag-macd","19":"tag-python","20":"tag-rsi","21":"tag-ta-lib","22":"contributors-categories-quantinsti"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"\nHow to Install Ta-Lib in Python – Part II | IBKR Quant<\/title>\n<meta name=\"description\" content=\"Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.interactivebrokers.com\/campus\/wp-json\/wp\/v2\/posts\/91886\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Install Ta-Lib in Python - Part II | IBKR Quant Blog\" \/>\n<meta property=\"og:description\" content=\"Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/\" \/>\n<meta property=\"og:site_name\" content=\"IBKR Campus US\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-23T15:55:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-17T19:13:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/python-programming-keyboard.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"550\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Contributor Author\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Contributor Author\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t \"@context\": \"https:\\\/\\\/schema.org\",\n\t \"@graph\": [\n\t {\n\t \"@type\": \"NewsArticle\",\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/#article\",\n\t \"isPartOf\": {\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/\"\n\t },\n\t \"author\": {\n\t \"name\": \"Contributor Author\",\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/person\\\/e823e46b42ca381080387e794318a485\"\n\t },\n\t \"headline\": \"How to Install Ta-Lib in Python – Part II\",\n\t \"datePublished\": \"2021-06-23T15:55:00+00:00\",\n\t \"dateModified\": \"2024-05-17T19:13:35+00:00\",\n\t \"mainEntityOfPage\": {\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/\"\n\t },\n\t \"wordCount\": 552,\n\t \"publisher\": {\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\"\n\t },\n\t \"image\": {\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/#primaryimage\"\n\t },\n\t \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/04\\\/python-programming-keyboard.jpg\",\n\t \"keywords\": [\n\t \"ADX\",\n\t \"Anaconda\",\n\t \"Bollinger Bands\",\n\t \"Candlestick Pattern Recognition\",\n\t \"MACD\",\n\t \"Python\",\n\t \"rsi\",\n\t \"Ta-Lib\"\n\t ],\n\t \"articleSection\": [\n\t \"Data Science\",\n\t \"Programming Languages\",\n\t \"Python Development\",\n\t \"Quant\",\n\t \"Quant Asia Pacific\",\n\t \"Quant Development\",\n\t \"Quant Regions\"\n\t ],\n\t \"inLanguage\": \"en-US\"\n\t },\n\t {\n\t \"@type\": \"WebPage\",\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/\",\n\t \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/\",\n\t \"name\": \"How to Install Ta-Lib in Python - Part II | IBKR Quant Blog\",\n\t \"isPartOf\": {\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#website\"\n\t },\n\t \"primaryImageOfPage\": {\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/#primaryimage\"\n\t },\n\t \"image\": {\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/#primaryimage\"\n\t },\n\t \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/04\\\/python-programming-keyboard.jpg\",\n\t \"datePublished\": \"2021-06-23T15:55:00+00:00\",\n\t \"dateModified\": \"2024-05-17T19:13:35+00:00\",\n\t \"description\": \"Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC.\",\n\t \"inLanguage\": \"en-US\",\n\t \"potentialAction\": [\n\t {\n\t \"@type\": \"ReadAction\",\n\t \"target\": [\n\t \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/\"\n\t ]\n\t }\n\t ]\n\t },\n\t {\n\t \"@type\": \"ImageObject\",\n\t \"inLanguage\": \"en-US\",\n\t \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-ta-lib-in-python-part-ii\\\/#primaryimage\",\n\t \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/04\\\/python-programming-keyboard.jpg\",\n\t \"contentUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/04\\\/python-programming-keyboard.jpg\",\n\t \"width\": 900,\n\t \"height\": 550,\n\t \"caption\": \"Python\"\n\t },\n\t {\n\t \"@type\": \"WebSite\",\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#website\",\n\t \"url\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/\",\n\t \"name\": \"IBKR Campus US\",\n\t \"description\": \"Financial Education from Interactive Brokers\",\n\t \"publisher\": {\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\"\n\t },\n\t \"potentialAction\": [\n\t {\n\t \"@type\": \"SearchAction\",\n\t \"target\": {\n\t \"@type\": \"EntryPoint\",\n\t \"urlTemplate\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/?s={search_term_string}\"\n\t },\n\t \"query-input\": {\n\t \"@type\": \"PropertyValueSpecification\",\n\t \"valueRequired\": true,\n\t \"valueName\": \"search_term_string\"\n\t }\n\t }\n\t ],\n\t \"inLanguage\": \"en-US\"\n\t },\n\t {\n\t \"@type\": \"Organization\",\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\",\n\t \"name\": \"Interactive Brokers\",\n\t \"alternateName\": \"IBKR\",\n\t \"url\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/\",\n\t \"logo\": {\n\t \"@type\": \"ImageObject\",\n\t \"inLanguage\": \"en-US\",\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/logo\\\/image\\\/\",\n\t \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2024\\\/05\\\/ibkr-campus-logo.jpg\",\n\t \"contentUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2024\\\/05\\\/ibkr-campus-logo.jpg\",\n\t \"width\": 669,\n\t \"height\": 669,\n\t \"caption\": \"Interactive Brokers\"\n\t },\n\t \"image\": {\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/logo\\\/image\\\/\"\n\t },\n\t \"publishingPrinciples\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/about-ibkr-campus\\\/\",\n\t \"ethicsPolicy\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/cyber-security-notice\\\/\"\n\t },\n\t {\n\t \"@type\": \"Person\",\n\t \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/person\\\/e823e46b42ca381080387e794318a485\",\n\t \"name\": \"Contributor Author\",\n\t \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/author\\\/contributor-author\\\/\"\n\t }\n\t ]\n\t}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How to Install Ta-Lib in Python – Part II | IBKR Quant","description":"Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.interactivebrokers.com\/campus\/wp-json\/wp\/v2\/posts\/91886\/","og_locale":"en_US","og_type":"article","og_title":"How to Install Ta-Lib in Python - Part II | IBKR Quant Blog","og_description":"Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC.","og_url":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/","og_site_name":"IBKR Campus US","article_published_time":"2021-06-23T15:55:00+00:00","article_modified_time":"2024-05-17T19:13:35+00:00","og_image":[{"width":900,"height":550,"url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/python-programming-keyboard.jpg","type":"image\/jpeg"}],"author":"Contributor Author","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Contributor Author","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/#article","isPartOf":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/"},"author":{"name":"Contributor Author","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/person\/e823e46b42ca381080387e794318a485"},"headline":"How to Install Ta-Lib in Python – Part II","datePublished":"2021-06-23T15:55:00+00:00","dateModified":"2024-05-17T19:13:35+00:00","mainEntityOfPage":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/"},"wordCount":552,"publisher":{"@id":"https:\/\/ibkrcampus.com\/campus\/#organization"},"image":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/python-programming-keyboard.jpg","keywords":["ADX","Anaconda","Bollinger Bands","Candlestick Pattern Recognition","MACD","Python","rsi","Ta-Lib"],"articleSection":["Data Science","Programming Languages","Python Development","Quant","Quant Asia Pacific","Quant Development","Quant Regions"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/","url":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/","name":"How to Install Ta-Lib in Python - Part II | IBKR Quant Blog","isPartOf":{"@id":"https:\/\/ibkrcampus.com\/campus\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/#primaryimage"},"image":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/python-programming-keyboard.jpg","datePublished":"2021-06-23T15:55:00+00:00","dateModified":"2024-05-17T19:13:35+00:00","description":"Ishan Shah, Rekhit Pachanekar and Gaurav Singh demonstrate how to install Ta-Lib on Windows PC.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-ta-lib-in-python-part-ii\/#primaryimage","url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/python-programming-keyboard.jpg","contentUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/python-programming-keyboard.jpg","width":900,"height":550,"caption":"Python"},{"@type":"WebSite","@id":"https:\/\/ibkrcampus.com\/campus\/#website","url":"https:\/\/ibkrcampus.com\/campus\/","name":"IBKR Campus US","description":"Financial Education from Interactive Brokers","publisher":{"@id":"https:\/\/ibkrcampus.com\/campus\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ibkrcampus.com\/campus\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/ibkrcampus.com\/campus\/#organization","name":"Interactive Brokers","alternateName":"IBKR","url":"https:\/\/ibkrcampus.com\/campus\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/logo\/image\/","url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2024\/05\/ibkr-campus-logo.jpg","contentUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2024\/05\/ibkr-campus-logo.jpg","width":669,"height":669,"caption":"Interactive Brokers"},"image":{"@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/logo\/image\/"},"publishingPrinciples":"https:\/\/www.interactivebrokers.com\/campus\/about-ibkr-campus\/","ethicsPolicy":"https:\/\/www.interactivebrokers.com\/campus\/cyber-security-notice\/"},{"@type":"Person","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/person\/e823e46b42ca381080387e794318a485","name":"Contributor Author","url":"https:\/\/www.interactivebrokers.com\/campus\/author\/contributor-author\/"}]}},"jetpack_featured_media_url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/python-programming-keyboard.jpg","_links":{"self":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/91886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/users\/186"}],"replies":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/comments?post=91886"}],"version-history":[{"count":0,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/91886\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media\/40540"}],"wp:attachment":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media?parent=91886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/categories?post=91886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/tags?post=91886"},{"taxonomy":"contributors-categories","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/contributors-categories?post=91886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}