{"id":42450,"date":"2020-04-24T11:48:46","date_gmt":"2020-04-24T15:48:46","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=42450"},"modified":"2024-05-21T16:07:25","modified_gmt":"2024-05-21T20:07:25","slug":"how-to-install-python-packages-part-viii","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/","title":{"rendered":"How To Install Python Packages &#8211; Part VIII"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>See the previous installment in this series&nbsp;<a href=\"\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-vii\/\">here<\/a>&nbsp;to learn more about resolution of frequent user queries<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Query #3: Check for the dependency packages &#8211; scikit-learn<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Let\u2019s go back to this image once more.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"974\" height=\"445\" data-src=\"\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit.png\" alt=\"\" class=\"wp-image-42762 lazyload\" data-srcset=\"https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit.png 974w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit-700x320.png 700w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit-300x137.png 300w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit-768x351.png 768w\" data-sizes=\"(max-width: 974px) 100vw, 974px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 974px; aspect-ratio: 974\/445;\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">You can see while installing \u2018iexfinance\u2019 pip checked for a lot of other Python packages such as requests, pandas etc.,<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These are the dependency packages that are required to run \u2018iexfinance\u2019 smoothly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For \u2018scikit-learn\u2019 package you can find the dependency packages in the PyPI project description.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"974\" height=\"468\" data-src=\"\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit2.png\" alt=\"\" class=\"wp-image-42763 lazyload\" data-srcset=\"https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit2.png 974w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit2-700x336.png 700w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit2-300x144.png 300w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit2-768x369.png 768w\" data-sizes=\"(max-width: 974px) 100vw, 974px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 974px; aspect-ratio: 974\/468;\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">You can also see the versions for the dependency packages.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Whenever you try to install or upgrade \u2018scikit-learn\u2019, make sure the scipy and numpy packages are also upgraded to their latest versions.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"543\" height=\"57\" data-src=\"\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit3.png\" alt=\"\" class=\"wp-image-42766 lazyload\" data-srcset=\"https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit3.png 543w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/04\/quantinsti-python-scikit3-300x31.png 300w\" data-sizes=\"(max-width: 543px) 100vw, 543px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 543px; aspect-ratio: 543\/57;\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Note: Restart the Kernels<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do not forget to restart the kernels in&nbsp;<a target=\"_blank\" href=\"https:\/\/blog.quantinsti.com\/jupyter-notebook-tutorial-installation-components-magic-commands\/\" rel=\"noreferrer noopener\">Jupyter<\/a>&nbsp;or Spyder before you start using \u2018scikit-learn\u2019 package in your code. Otherwise, you would face an error while importing the \u2018scikit-learn\u2019 package.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This happens because when you open the Jupyter or Spyder to code they create a Python environment based on the package versions existing at that point of time. So, whenever you install or upgrade a new package you need to restart the kernel too.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In summary, we&#8217;ve seen how to install Python packages and also addressed some of the most frequently asked queries about Python here in this tutorial on how to install Python packages. Hope this helps in creating a smooth journey as you explore Python!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Visit&nbsp;<a href=\"https:\/\/www.quantinsti.com\/\">https:\/\/www.quantinsti.com\/<\/a>&nbsp;for ready-to-use Python functions as applied in trading and data analysis.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>QuantInsti demonstrates how to install dependency packages. Get practical tips and ready-to-use Python code.<\/p>\n","protected":false},"author":186,"featured_media":36044,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":true,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[343,349,338,341],"tags":[851,6922,7091,852,1225,1224,4804,595,4412],"contributors-categories":[13654],"class_list":["post-42450","post","type-post","status-publish","format-standard","has-post-thumbnail","category-programing-languages","category-python-development","category-ibkr-quant-news","category-quant-development","tag-algo-trading","tag-anaconda","tag-conda","tag-machine-learning","tag-numpy","tag-pandas","tag-pypi","tag-python","tag-scikit-learn","contributors-categories-quantinsti"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v28.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How To Install Python Packages &#8211; Part VIII<\/title>\n<meta name=\"description\" content=\"QuantInsti demonstrates how to install dependency packages. Get practical tips and ready-to-use Python code\" \/>\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\/42450\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How To Install Python Packages - Part VIII | IBKR Quant Blog\" \/>\n<meta property=\"og:description\" content=\"QuantInsti demonstrates how to install dependency packages. Get practical tips and ready-to-use Python code\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/\" \/>\n<meta property=\"og:site_name\" content=\"IBKR Campus US\" \/>\n<meta property=\"article:published_time\" content=\"2020-04-24T15:48:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-21T20:07:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"540\" \/>\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=\"2 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-python-packages-part-viii\\\/#article\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-python-packages-part-viii\\\/\"\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 Python Packages &#8211; Part VIII\",\n\t            \"datePublished\": \"2020-04-24T15:48:46+00:00\",\n\t            \"dateModified\": \"2024-05-21T20:07:25+00:00\",\n\t            \"mainEntityOfPage\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-python-packages-part-viii\\\/\"\n\t            },\n\t            \"wordCount\": 265,\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-python-packages-part-viii\\\/#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"keywords\": [\n\t                \"Algo Trading\",\n\t                \"Anaconda\",\n\t                \"conda\",\n\t                \"Machine Learning\",\n\t                \"NumPy\",\n\t                \"Pandas\",\n\t                \"PyPi\",\n\t                \"Python\",\n\t                \"Scikit-learn\"\n\t            ],\n\t            \"articleSection\": [\n\t                \"Programming Languages\",\n\t                \"Python Development\",\n\t                \"Quant\",\n\t                \"Quant Development\"\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-python-packages-part-viii\\\/\",\n\t            \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-python-packages-part-viii\\\/\",\n\t            \"name\": \"How To Install Python Packages - Part VIII | 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-python-packages-part-viii\\\/#primaryimage\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/how-to-install-python-packages-part-viii\\\/#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"datePublished\": \"2020-04-24T15:48:46+00:00\",\n\t            \"dateModified\": \"2024-05-21T20:07:25+00:00\",\n\t            \"description\": \"QuantInsti demonstrates how to install dependency packages. Get practical tips and ready-to-use Python code\",\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-python-packages-part-viii\\\/\"\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-python-packages-part-viii\\\/#primaryimage\",\n\t            \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"contentUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"width\": 900,\n\t            \"height\": 540,\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 Python Packages &#8211; Part VIII","description":"QuantInsti demonstrates how to install dependency packages. Get practical tips and ready-to-use Python code","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\/42450\/","og_locale":"en_US","og_type":"article","og_title":"How To Install Python Packages - Part VIII | IBKR Quant Blog","og_description":"QuantInsti demonstrates how to install dependency packages. Get practical tips and ready-to-use Python code","og_url":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/","og_site_name":"IBKR Campus US","article_published_time":"2020-04-24T15:48:46+00:00","article_modified_time":"2024-05-21T20:07:25+00:00","og_image":[{"width":900,"height":540,"url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","type":"image\/jpeg"}],"author":"Contributor Author","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Contributor Author","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/#article","isPartOf":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/"},"author":{"name":"Contributor Author","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/person\/e823e46b42ca381080387e794318a485"},"headline":"How To Install Python Packages &#8211; Part VIII","datePublished":"2020-04-24T15:48:46+00:00","dateModified":"2024-05-21T20:07:25+00:00","mainEntityOfPage":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/"},"wordCount":265,"publisher":{"@id":"https:\/\/ibkrcampus.com\/campus\/#organization"},"image":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","keywords":["Algo Trading","Anaconda","conda","Machine Learning","NumPy","Pandas","PyPi","Python","Scikit-learn"],"articleSection":["Programming Languages","Python Development","Quant","Quant Development"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/","url":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/","name":"How To Install Python Packages - Part VIII | IBKR Quant Blog","isPartOf":{"@id":"https:\/\/ibkrcampus.com\/campus\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/#primaryimage"},"image":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","datePublished":"2020-04-24T15:48:46+00:00","dateModified":"2024-05-21T20:07:25+00:00","description":"QuantInsti demonstrates how to install dependency packages. Get practical tips and ready-to-use Python code","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-install-python-packages-part-viii\/#primaryimage","url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","contentUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","width":900,"height":540,"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\/02\/python-binary.jpg","_links":{"self":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/42450","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=42450"}],"version-history":[{"count":0,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/42450\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media\/36044"}],"wp:attachment":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media?parent=42450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/categories?post=42450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/tags?post=42450"},{"taxonomy":"contributors-categories","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/contributors-categories?post=42450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}