{"id":12401,"date":"2023-08-23T11:10:52","date_gmt":"2023-08-23T02:10:52","guid":{"rendered":"https:\/\/prodskill.com\/?p=12401"},"modified":"2024-02-15T08:42:00","modified_gmt":"2024-02-14T23:42:00","slug":"python-in-excel-release","status":"publish","type":"post","link":"https:\/\/prodskill.com\/en\/python-in-excel-release\/","title":{"rendered":"Announcement of Python in Excel (2023-08-22)"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">&lt;&lt;Table of Contents&gt;&gt;<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" 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: #999;color:#999\" 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><\/span><\/a><\/span><\/div>\n<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:\/\/prodskill.com\/en\/python-in-excel-release\/#1_Python_in_Excel_%EA%B0%9C%EC%9A%94\" >1. Python in Excel Overview<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/#2_Python_in_Excel_%ED%99%9C%EC%9A%A9_%EC%98%88%EC%8B%9C\" >2. Examples of using Python in Excel<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/#21_Advanced_Visualizations\" >2.1. Advanced Visualizations<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/#22_Machine_Learning_Predictive_Analytics_and_Forecasting\" >2.2. Machine Learning, Predictive Analytics, and Forecasting<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/#23_Data_Cleaning\" >2.3. Data Cleaning<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/#3_Python_in_Excel_%EC%B6%9C%EC%8B%9C_%EB%82%B4%EC%9A%A9%EC%9D%84_%EC%82%B4%ED%8E%B4%EB%B3%B8_%ED%9B%84_%EC%A7%A7%EC%9D%80_%EA%B0%90%EC%83%81\" >3. Short impressions after reviewing the release of Python in Excel<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/#%EA%B8%B0%EB%8C%80%EB%90%98%EB%8A%94_%EC%A0%90\" >what to expect<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/#%EC%95%84%EC%89%AC%EC%9A%B4_%EC%A0%90\" >What&#039;s missing<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Python_in_Excel_%EA%B0%9C%EC%9A%94\"><\/span>1. Python in Excel Overview<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Yesterday (2023-08-22), Python in Excel was announced at Microsoft Tech Community. In the meantime, we have been using a separate library to link Excel and Python, but finally we provide linkage in a basic environment without the need for separate installation.<\/p>\n\n\n\n<p><a href=\"https:\/\/techcommunity.microsoft.com\/t5\/excel-blog\/announcing-python-in-excel-combining-the-power-of-python-and-the\/ba-p\/3893439\">Announcing Python in Excel: Combining the power of Python and the flexibility of Excel.<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image.png\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"679\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image.png\" alt=\"Python in Excel\" class=\"wp-image-12402\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image.png 900w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-300x226.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-768x579.png 768w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-16x12.png 16w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-24x18.png 24w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-36x27.png 36w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-48x36.png 48w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><figcaption class=\"wp-element-caption\">Python in Excel<\/figcaption><\/figure>\n<\/div>\n\n\n<p>The summary of the article is as follows.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Introduction of Python to extend Excel analysis capabilities<\/li>\n\n\n\n<li>Released as public preview<\/li>\n\n\n\n<li>If you enter Python code in a cell of the worksheet, it is executed in the Microsoft Cloud and can be visualized such as charts (no installation required on the local PC).<\/li>\n\n\n\n<li>The Python library leverages the Anaconda repository.<\/li>\n\n\n\n<li>Share, @mention, co-author via collaboration tools (Teams, Outlook, etc.)<\/li>\n<\/ul>\n\n\n\n<p>A simple demonstration in action can be seen in the introductory video below.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"video-container\"><iframe loading=\"lazy\" title=\"Python in Excel: a powerful combination for data analysis and visualization\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/H4XbvL8Mglc?feature=oembed&#038;wmode=opaque\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Python_in_Excel_%ED%99%9C%EC%9A%A9_%EC%98%88%EC%8B%9C\"><\/span>2. Examples of using Python in Excel<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_Advanced_Visualizations\"><\/span>2.1. Advanced Visualizations<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Using well-known Python chart libraries such as Matplotlib and seaborn, you can create a variety of charts, from bar graphs and line charts to specialized visualizations such as heat maps, violin plots, and cluster charts.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"926\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1.png\" alt=\"\" class=\"wp-image-12403\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1.png 900w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1-292x300.png 292w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1-768x790.png 768w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1-12x12.png 12w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1-24x24.png 24w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1-36x36.png 36w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-1-48x48.png 48w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>Pair plot using Seaborn<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_Machine_Learning_Predictive_Analytics_and_Forecasting\"><\/span>2.2. Machine Learning, Predictive Analytics, and Forecasting<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Leverage the power of Python libraries like scikit-learn and statistical models to use popular machine learning, predictive analytics, and forecasting techniques such as regression analysis, time series modeling, and more.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2.png\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"622\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2.png\" alt=\"\" class=\"wp-image-12404\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2.png 900w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2-300x207.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2-768x531.png 768w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2-18x12.png 18w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2-24x17.png 24w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2-36x25.png 36w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/image-2-48x33.png 48w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>Machine Learning model predicting the weather using Python and Excel LAMBDA.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_Data_Cleaning\"><\/span>2.3. Data Cleaning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Advanced data cleaning techniques such as using techniques such as missing value finding, format standardization, duplicate elimination, and regular expressions for pattern-based transformations can be effectively utilized.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"929\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/08\/ExtractAndFormatDate.gif\" alt=\"\" class=\"wp-image-12407\"\/><figcaption class=\"wp-element-caption\"><em>Date extraction using regular expressions.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Python_in_Excel_%EC%B6%9C%EC%8B%9C_%EB%82%B4%EC%9A%A9%EC%9D%84_%EC%82%B4%ED%8E%B4%EB%B3%B8_%ED%9B%84_%EC%A7%A7%EC%9D%80_%EA%B0%90%EC%83%81\"><\/span>3. Short impressions after reviewing the release of Python in Excel<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Looking at the articles and videos, there are expectations and regrets.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EA%B8%B0%EB%8C%80%EB%90%98%EB%8A%94_%EC%A0%90\"><\/span>what to expect<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It is expected that the utilization of Python in Excel will increase and the ability to use and analyze data will be greatly improved.<\/li>\n\n\n\n<li>In particular, it is easy to deploy because there is no need to install Python runtime, package, etc. on a local PC.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EC%95%84%EC%89%AC%EC%9A%B4_%EC%A0%90\"><\/span>What&#039;s missing<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It acts as a function in the worksheet and is not a replacement for VBA.<\/li>\n\n\n\n<li>Python code runs on the Microsoft Cloud, not on a local machine. It seems that it cannot be used in an environment where the Internet is blocked.<\/li>\n\n\n\n<li>It is not free and some features will be paid (After the Preview, some functionality will be restricted without a paid license.)<\/li>\n<\/ul>\n\n\n\n<p>It&#039;s a pity that Python in Excel has not replaced VBA yet. I hope that someday in the future, VBA will definitely be replaced by Python.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>1. Python in Excel Overview Yesterday (2023-08-22), Python in Excel was announced at Microsoft Tech Community. In the meantime, we have been using a separate library to link Excel and Python, but finally we provide linkage in a basic environment without the need for separate installation. Announcing Python in Excel: Combining the power of Python and...<\/p>","protected":false},"author":1,"featured_media":12402,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[300,301,15,299],"class_list":["post-12401","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-excel-vba-news-misc","tag-300","tag-301","tag-python","tag-excel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Python in Excel \ubc1c\ud45c(2023-08-22) - \uc0dd\uc0b0\uc131 Skill<\/title>\n<meta name=\"description\" content=\"\uc5b4\uc81c(2023-08-22) Microsoft Tech Community\uc5d0\uc11c Python in Excel \uc744 \ubc1c\ud45c\ud588\ub2e4. \uadf8\ub3d9\uc548 \ubcc4\ub3c4\uc758 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc774\uc6a9\ud558\uc5ec \uc5d1\uc140\uacfc Python\uc744 \uc5f0\ub3d9\ud574 \uc654\ub294\ub370 \ub4dc\ub514\uc5b4 \ubcc4\ub3c4\uc758 \uc124\uce58\uac00 \ud544\uc694\uc5c6\uc774 \uae30\ubcf8\uc801\uc778 \ud658\uacbd\uc5d0\uc11c \uc5f0\ub3d9\uc744 \uc81c\uacf5\ud55c\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/prodskill.com\/en\/python-in-excel-release\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python in Excel \ubc1c\ud45c(2023-08-22) - 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