{"id":625924,"date":"2024-06-28T16:00:00","date_gmt":"2024-06-28T13:00:00","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/google-colab-for-seo-how-to-get-started\/"},"modified":"2024-06-28T16:00:00","modified_gmt":"2024-06-28T13:00:00","slug":"google-colab-for-seo-how-to-get-started","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/","title":{"rendered":"#Google Colab for SEO: How to get started"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a2994f4a3db9\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #dd3333;color:#dd3333\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a2994f4a3db9\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#Learn_the_benefits_of_Google_Colab_for_SEOs_from_fast_setup_to_AI_integration_and_how_to_use_it_to_run_Python_code_seamlessly_in_the_cloud\" >Learn the benefits of Google Colab for SEOs, from fast setup to AI integration, and how to use it to run Python code seamlessly in the cloud.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#What_is_Google_Colab\" >What is Google Colab?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#Benefits_of_Google_Colab\" >Benefits of Google Colab<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#Fast_to_start\" >Fast to start<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#Doesnt_use_your_computers_bandwidth\" >Doesn\u2019t use your computer\u2019s bandwidth<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#Shareable\" >Shareable<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#AI_integration\" >AI integration<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_use_Google_Colab\" >How to use Google Colab<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_run_code\" >How to run code<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_open_the_folder_pane\" >How to open the folder pane<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_connect_to_Google_Drive\" >How to connect to Google Drive<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_upload_files_manually\" >How to upload files manually<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_create_new_files_directly_in_Google_Colab\" >How to create new files directly in Google Colab<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_download_results\" >How to download results<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_connect_to_a_runtime\" >How to connect to a runtime<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#How_to_use_the_AI_integration\" >How to use the AI integration<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/buradabiliyorum.com\/en\/google-colab-for-seo-how-to-get-started\/#Free_code_to_get_you_started\" >Free code to get you started<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"subhead\" itemprop=\"alternativeHeadline\"><span class=\"ez-toc-section\" id=\"Learn_the_benefits_of_Google_Colab_for_SEOs_from_fast_setup_to_AI_integration_and_how_to_use_it_to_run_Python_code_seamlessly_in_the_cloud\"><\/span>Learn the benefits of Google Colab for SEOs, from fast setup to AI integration, and how to use it to run Python code seamlessly in the cloud.<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<div class=\"bialty-container\">\nGoogle Colab has been around since 2017 but has gained more popularity recently from SEO professionals sharing code samples.\u00a0<\/p>\n<p>SEOs love Colab because, unlike GitHub, you can actually run the code directly on the platform.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-what-is-google-colab\"><span class=\"ez-toc-section\" id=\"What_is_Google_Colab\"><\/span>What is Google Colab?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Google Colab is a tool that allows users to quickly run Python directly on the platform with little to no setup. Google Colab is a hosted Jupyter Notebook that uses Google\u2019s hosting services in the cloud.<\/p>\n<p>In case you\u2019re new to Python, a Jupyter Notebook is a free online tool you can use online to write code, solve math problems, make graphs and show your work. It\u2019s like a digital notebook that helps you keep all of your project parts in one place and share them easily with others.<\/p>\n<p>The best part about Google Colab? It\u2019s free. <\/p>\n<p>If you require more computing power, there is a tier pricing system. As of writing this, I pay $9.99 per month for the first paid tier. The next tier is $49.99 per month and then there\u2019s a custom enterprise version.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-benefits-of-google-colab\"><span class=\"ez-toc-section\" id=\"Benefits_of_Google_Colab\"><\/span>Benefits of Google Colab<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>I\u2019ve personally reaped the benefits of Google Colab for several years and am pleased to share what I\u2019ve found to be its biggest benefits for SEOs.\u00a0<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-fast-to-start\"><span class=\"ez-toc-section\" id=\"Fast_to_start\"><\/span>Fast to start<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>If you\u2019ve ever installed Python on your local machine, then you know firsthand how annoying it is to get Python set up. Also, if you\u2019re trying a new bit of code, then you\u2019re likely having to install new libraries to get your code to run.\u00a0<\/p>\n<p>The best part about Google Colab is that most common Python libraries are already installed on Google Colab. If something is missing, you can simply run:<\/p>\n<p>!pip install new-library<\/p>\n<p>The one nuance here is that you need the exclamation point before pip to install a new library.\u00a0<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-doesn-t-use-your-computer-s-bandwidth\"><span class=\"ez-toc-section\" id=\"Doesnt_use_your_computers_bandwidth\"><\/span>Doesn\u2019t use your computer\u2019s bandwidth<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>I often use Python to compute large datasets, which can take quite a bit of time. I\u2019ve run some bits of code that take hours to compute due to the size of the data.\u00a0<\/p>\n<p>In SEO, we often run crawls and other analyses in the background while we work. Have you ever run a Screaming Frog crawl that completely slows down your computer, making it nearly impossible to do other SEO tasks?<\/p>\n<p>With Google Colab, you can seamlessly run compute-intensive code and work on other SEO tasks while the code runs.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-shareable\"><span class=\"ez-toc-section\" id=\"Shareable\"><\/span>Shareable<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Google Colab is meant to be easily shared with collaborators or the world. As someone who believes in the power of open source, I believe that Google Colab is great for me to share code with the SEO community.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-ai-integration\"><span class=\"ez-toc-section\" id=\"AI_integration\"><\/span>AI integration<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Google has integrated Gemini directly into Google Colab. So, if you\u2019re struggling to build a new feature in your code, you can leverage AI to help generate new code features.<\/p>\n<p>I would urge caution when doing this, as you may find yourself debugging more than helping yourself.<\/p>\n<p><strong><em>Dig deeper: Can AI perform technical SEO analysis effectively?<\/em><\/strong><\/p>\n<p><!-- START INLINE FORM --><\/p>\n<p><!-- END INLINE FORM --><\/p>\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-css-opacity has-cyan-bluish-gray-background-color has-background\">\n<h2 class=\"wp-block-heading\" id=\"h-how-to-use-google-colab\"><span class=\"ez-toc-section\" id=\"How_to_use_Google_Colab\"><\/span>How to use Google Colab<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Let\u2019s dive right into how to use Google Colab. I\u2019ll run you through the eight most important features to get you right to coding for SEO.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-run-code\"><span class=\"ez-toc-section\" id=\"How_to_run_code\"><\/span>How to run code<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Probably the most simple step here is to know how to actually run the code.<\/p>\n<p>Once you\u2019re ready to run your code, click the play button.\u00a0<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1194\" height=\"572\" alt=\"How to run code\" class=\"wp-image-443717\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code.png.webp 1194w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-600x287.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-800x383.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-200x96.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-768x368.png.webp 768w\" data-lazy-sizes=\"(max-width: 1194px) 100vw, 1194px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code.png.webp\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1194\" height=\"572\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code.png.webp\" alt=\"How to run code\" class=\"wp-image-443717\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code.png.webp 1194w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-600x287.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-800x383.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-200x96.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-run-code-768x368.png.webp 768w\" sizes=\"(max-width: 1194px) 100vw, 1194px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-open-the-folder-pane\"><span class=\"ez-toc-section\" id=\"How_to_open_the_folder_pane\"><\/span>How to open the folder pane<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To run code that relies on any source data or exports results into a file, you\u2019ll need to be able to open the folder. Luckily, just like running code, this is just one button, specifically the one that looks like a folder.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1328\" height=\"664\" alt=\"How to open the folder pane\" class=\"wp-image-443718\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane.png.webp 1328w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-600x300.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-800x400.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-200x100.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-768x384.png.webp 768w\" data-lazy-sizes=\"(max-width: 1328px) 100vw, 1328px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1328\" height=\"664\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane.png.webp\" alt=\"How to open the folder pane\" class=\"wp-image-443718\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane.png.webp 1328w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-600x300.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-800x400.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-200x100.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-open-the-folder-pane-768x384.png.webp 768w\" sizes=\"auto, (max-width: 1328px) 100vw, 1328px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-connect-to-google-drive\"><span class=\"ez-toc-section\" id=\"How_to_connect_to_Google_Drive\"><\/span>How to connect to Google Drive<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>One of the great things about Google Colab is that it\u2019s part of the Google suite of tools, allowing you to connect directly to files in Google Drive and even save your results to Google Drive.<\/p>\n<p>To connect to Google Drive, you first need to mount It by clicking the button shown in the screenshot below.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"886\" height=\"696\" alt=\"How to connect to Google Drive\" class=\"wp-image-443719\" style=\"width:626px;height:auto\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive.png.webp 886w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-430x338.png.webp 430w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-764x600.png.webp 764w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-144x113.png.webp 144w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-768x603.png.webp 768w\" data-lazy-sizes=\"(max-width: 886px) 100vw, 886px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"886\" height=\"696\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive.png.webp\" alt=\"How to connect to Google Drive\" class=\"wp-image-443719\" style=\"width:626px;height:auto\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive.png.webp 886w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-430x338.png.webp 430w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-764x600.png.webp 764w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-144x113.png.webp 144w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-768x603.png.webp 768w\" sizes=\"auto, (max-width: 886px) 100vw, 886px\"><\/figure>\n<\/div>\n<p>Once Colab finishes mounting Google Drive, your Google Drive folder will <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>ear in the files pane.\u00a0<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"792\" height=\"674\" alt=\"How to connect to Google Drive - Mounted\" class=\"wp-image-443720\" style=\"width:590px;height:auto\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted.png.webp 792w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-397x338.png.webp 397w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-705x600.png.webp 705w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-133x113.png.webp 133w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-768x654.png.webp 768w\" data-lazy-sizes=\"(max-width: 792px) 100vw, 792px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"792\" height=\"674\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted.png.webp\" alt=\"How to connect to Google Drive - Mounted\" class=\"wp-image-443720\" style=\"width:590px;height:auto\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted.png.webp 792w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-397x338.png.webp 397w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-705x600.png.webp 705w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-133x113.png.webp 133w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Mounted-768x654.png.webp 768w\" sizes=\"auto, (max-width: 792px) 100vw, 792px\"><\/figure>\n<\/div>\n<p>From here, you\u2019re able to reference any of those files by right-clicking on the file, selecting a copy path and pasting it wherever you reference a file in your code.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"650\" height=\"510\" alt=\"How to connect to Google Drive - Copy path\" class=\"wp-image-443721\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path.png.webp 650w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path-431x338.png.webp 431w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path-144x113.png.webp 144w\" data-lazy-sizes=\"(max-width: 650px) 100vw, 650px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"650\" height=\"510\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path.png.webp\" alt=\"How to connect to Google Drive - Copy path\" class=\"wp-image-443721\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path.png.webp 650w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path-431x338.png.webp 431w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-Google-Drive-Copy-path-144x113.png.webp 144w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-upload-files-manually\"><span class=\"ez-toc-section\" id=\"How_to_upload_files_manually\"><\/span>How to upload files manually<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Before uploading files, note that anything you upload will not be saved and will only be used as temporary files. Those files will disappear once you refresh the page or close it. <\/p>\n<p>If you want the files to stay available, you\u2019ll need to use Google Drive and connect to them that way (see previous steps).\u00a0<\/p>\n<p>If you\u2019re OK using files temporarily, then you have two options. You can drag and drop your files from your computer to the files pane or click the upload button.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"704\" height=\"626\" alt=\"How to upload files manually\" class=\"wp-image-443722\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually.png.webp 704w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually-380x338.png.webp 380w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually-675x600.png.webp 675w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually-127x113.png.webp 127w\" data-lazy-sizes=\"(max-width: 704px) 100vw, 704px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"704\" height=\"626\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually.png.webp\" alt=\"How to upload files manually\" class=\"wp-image-443722\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually.png.webp 704w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually-380x338.png.webp 380w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually-675x600.png.webp 675w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-upload-files-manually-127x113.png.webp 127w\" sizes=\"auto, (max-width: 704px) 100vw, 704px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-create-new-files-directly-in-google-colab\"><span class=\"ez-toc-section\" id=\"How_to_create_new_files_directly_in_Google_Colab\"><\/span>How to create new files directly in Google Colab<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Sometimes, I find it easier to create new files directly in Google Colab. <\/p>\n<p>For example, if I have a bunch of keywords I want to analyze, it\u2019s easier for me to copy them and paste them into a file in Colab rather than create a new file locally on my computer and upload it.<\/p>\n<p>To do this, just right-click on a blank space in the files pane and click <em>New File<\/em>. From there, you can name it whatever you want, and paste your data and then save it with your hotkeys (Command + S or Control + S).<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"762\" alt=\"How to create new files directly in Google Colab\" class=\"wp-image-443723\" style=\"width:499px;height:auto\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab.png.webp 660w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab-293x338.png.webp 293w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab-520x600.png.webp 520w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab-98x113.png.webp 98w\" data-lazy-sizes=\"(max-width: 660px) 100vw, 660px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"762\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab.png.webp\" alt=\"How to create new files directly in Google Colab\" class=\"wp-image-443723\" style=\"width:499px;height:auto\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab.png.webp 660w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab-293x338.png.webp 293w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab-520x600.png.webp 520w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-create-new-files-directly-in-Google-Colab-98x113.png.webp 98w\" sizes=\"auto, (max-width: 660px) 100vw, 660px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-download-results\"><span class=\"ez-toc-section\" id=\"How_to_download_results\"><\/span>How to download results<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Once you\u2019ve run the code, you may have an exported file created in the process. <\/p>\n<p>You can preview the file by double-clicking on it, but if you want to download it, all you need to do is right-click on it and select <em>Download<\/em>.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1022\" height=\"962\" alt=\"How to download results\" class=\"wp-image-443724\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results.png.webp 1022w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-359x338.png.webp 359w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-637x600.png.webp 637w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-120x113.png.webp 120w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-768x723.png.webp 768w\" data-lazy-sizes=\"(max-width: 1022px) 100vw, 1022px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1022\" height=\"962\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results.png.webp\" alt=\"How to download results\" class=\"wp-image-443724\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results.png.webp 1022w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-359x338.png.webp 359w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-637x600.png.webp 637w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-120x113.png.webp 120w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-download-results-768x723.png.webp 768w\" sizes=\"auto, (max-width: 1022px) 100vw, 1022px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-connect-to-a-runtime\"><span class=\"ez-toc-section\" id=\"How_to_connect_to_a_runtime\"><\/span>How to connect to a runtime<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>If you\u2019re running code that may take a more heavy compute load, you may want to experiment with a faster runtime. <\/p>\n<p>To do this, select <em>Runtime<\/em> in the top menu and then in the dropdown, select <em>Change runtime type<\/em>.<\/p>\n<p>From there, you\u2019ll see some options that you can change.\u00a0<\/p>\n<p>Please note that if you\u2019re going to change the runtime, any files in the file pane will disappear.\u00a0<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"733\" alt=\"How to connect to a runtime\" class=\"wp-image-443725\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime.png.webp 1600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-600x275.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-800x367.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-200x92.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-768x352.png.webp 768w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1536x704.png 1536w\" data-lazy-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"733\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime.png.webp\" alt=\"How to connect to a runtime\" class=\"wp-image-443725\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime.png.webp 1600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-600x275.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-800x367.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-200x92.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-768x352.png.webp 768w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1536x704.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-how-to-use-the-ai-integration\"><span class=\"ez-toc-section\" id=\"How_to_use_the_AI_integration\"><\/span>How to use the AI integration<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>One of the latest features in Google Colab is the integration of Gemini. Google has made it easy to take advantage of this new feature by adding a Gemini button in the top right of the screen. <\/p>\n<p>By clicking that, a sidebar will appear for you to ask it prompts.\u00a0<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"733\" alt=\"How to use the AI integration\" class=\"wp-image-443726\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1.png.webp 1600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-600x275.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-800x367.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-200x92.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-768x352.png.webp 768w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-1536x704.png 1536w\" data-lazy-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1.png.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"733\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1.png.webp\" alt=\"How to use the AI integration\" class=\"wp-image-443726\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1.png.webp 1600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-600x275.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-800x367.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-200x92.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-768x352.png.webp 768w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/How-to-connect-to-a-runtime-1-1536x704.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\"><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-free-code-to-get-you-started\"><span class=\"ez-toc-section\" id=\"Free_code_to_get_you_started\"><\/span>Free code to get you started<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Now that you\u2019ve taken the crash course to getting started with Google Colab, it\u2019s time to try some code!\u00a0<\/p>\n<p>In one of my previous articles, I\u2019ve provided five Python scripts for SEO that you can try right now in Google Colab.<\/p>\n<p>In that article, you will be able to see the context of the scripts, how to set them up and I provide the actual code for you to try.<\/p>\n<p>It\u2019s never been easier to get started in Python for SEO. Happy coding!\n<\/p><\/div>\n<p><\/p>\n<div class=\"about-author\">\n    About the author<\/p>\n<div class=\"information\">\n<div class=\"author-module\">\n<div class=\"row\">\n<div class=\"col-12 col-lg-3 text-center\">\n<div class=\"avatar\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"img-fluid rounded-circle avatar-border\" alt=\"John McAlpin\" width=\"140\" height=\"140\" src=\"https:\/\/searchengineland.com\/john-mcalpin\"><img loading=\"lazy\" decoding=\"async\" class=\"img-fluid rounded-circle avatar-border\" src=\"https:\/\/searchengineland.com\/john-mcalpin\" alt=\"John McAlpin\" width=\"140\" height=\"140\">\n                                            <\/div>\n<\/p><\/div>\n<div class=\"col-12 col-lg-9\">\n<div class=\"about\">\n<div class=\"name\">\n                            <strong>John McAlpin<\/strong>\n                        <\/div>\n<div class=\"row g-2 pt-2\">\n<div class=\"col-auto twitter\">\n                                    <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/intent\/follow?original_referer=https%3A%2F%2Fsearchengineland.com%2F&amp;region=follow_link&amp;screen_name=seocounseling&amp;tw_p=followbutton&amp;variant=2.0\" aria-label=\"opens in a new tab\"><i class=\"fab fa-x-twitter\"><\/i><\/a>\n                            <\/div>\n<div class=\"col-auto\">\n                                    <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/johnvmcalpin\/\" aria-label=\"opens in a new tab\"><i class=\"fab fa-linkedin\"><\/i><\/a>\n                                <\/div>\n<\/p><\/div>\n<p>                        <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.johnmcalpin.com\/\">John McAlpin<\/a> has nearly a decade providing advanced SEO consultations to health organizations across the United States. John is deeply engaged in both the local and national SEO community and has a strong background in technical SEO, web development, and digital marketing strategy. John also provides freelance web development services for WordPress hosted sites.                   <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/en.buradabiliyorum.com\/technology\/\" target=\"_blank\" rel=\"noopener\">Technology<\/a><\/span> category.<\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/searchengineland.com\/google-colab-seo-get-started-443715\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn the benefits of Google Colab for SEOs, from fast setup to AI integration, and how to use it to run Python code seamlessly in the cloud. Google Colab has been around since 2017 but has gained more popularity recently from SEO professionals sharing code samples.\u00a0 SEOs love Colab because, unlike GitHub, you can actually&#8230;<\/p>\n","protected":false},"author":1,"featured_media":625925,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/06\/Google-Colab-for-SEO-How-to-get-started.png","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[26293,78070,148084],"class_list":["post-625924","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-google","tag-seo","tag-technical-optimization"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/625924","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=625924"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/625924\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/625925"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=625924"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=625924"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=625924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}