{"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\/ja\/python-in-excel-release\/","title":{"rendered":"Python in Excel\u767a\u8868\uff082023-08-22\uff09"},"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;\u76ee\u6b21&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\/ja\/python-in-excel-release\/#1_Python_in_Excel_%EA%B0%9C%EC%9A%94\" >1. Python in Excel\u306e\u6982\u8981<\/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\/ja\/python-in-excel-release\/#2_Python_in_Excel_%ED%99%9C%EC%9A%A9_%EC%98%88%EC%8B%9C\" >2. Python in Excel\u306e\u6d3b\u7528\u4f8b<\/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\/ja\/python-in-excel-release\/#21_Advanced_Visualizations\" >2.1\u3002 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\/ja\/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\/ja\/python-in-excel-release\/#23_Data_Cleaning\" >2.3\u3002 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\/ja\/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. Python in Excel \u30ea\u30ea\u30fc\u30b9\u5185\u5bb9\u3092\u898b\u3066\u304b\u3089\u77ed\u3044\u9451\u8cde<\/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\/ja\/python-in-excel-release\/#%EA%B8%B0%EB%8C%80%EB%90%98%EB%8A%94_%EC%A0%90\" >\u671f\u5f85\u3055\u308c\u308b\u70b9<\/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\/ja\/python-in-excel-release\/#%EC%95%84%EC%89%AC%EC%9A%B4_%EC%A0%90\" >\u6b8b\u5ff5\u306a\u70b9<\/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\u306e\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6628\u65e5\uff082023-08-22\uff09Microsoft Tech Community\u3067Python in Excel\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u307e\u3067\u5225\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5229\u7528\u3057\u3066Excel\u3068Python\u3092\u9023\u52d5\u3057\u3066\u304d\u305f\u304c\u3001\u3044\u3088\u3044\u3088\u5225\u9014\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u306a\u304f\u57fa\u672c\u7684\u306a\u74b0\u5883\u3067\u9023\u52d5\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/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>\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u307e\u3068\u3081\u308b\u3068\u6b21\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excel\u5206\u6790\u6a5f\u80fd\u3092\u62e1\u5f35\u3059\u308b\u305f\u3081\u306ePython\u306e\u5c0e\u5165<\/li>\n\n\n\n<li>\u516c\u958b\u30d7\u30ec\u30d3\u30e5\u30fc\u3068\u3057\u3066\u516c\u958b<\/li>\n\n\n\n<li>\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u30bb\u30eb\u306bPython\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3059\u308b\u3068\u3001Microsoft Cloud\u3067\u5b9f\u884c\u3055\u308c\u3001\u30c1\u30e3\u30fc\u30c8\u306a\u3069\u306e\u53ef\u8996\u5316\u304c\u53ef\u80fd\uff08local PC\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\uff09<\/li>\n\n\n\n<li>Python\u30e9\u30a4\u30d6\u30e9\u30ea\u306fAnaconda\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\uff08Teams\u3001Outlook\u306a\u3069\uff09\u3092\u4ecb\u3057\u3066\u5171\u6709\u3001@\u30e1\u30f3\u30b7\u30e7\u30f3\u3001\u5171\u540c\u4f5c\u6210<\/li>\n<\/ul>\n\n\n\n<p>\u5b9f\u969b\u306b\u52d5\u4f5c\u3059\u308b\u7c21\u5358\u306a\u30c7\u30e2\u306f\u4e0b\u306e\u7d39\u4ecb\u6620\u50cf\u3067\u78ba\u8a8d\u3067\u304d\u308b\u3002<\/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. Python in Excel\u306e\u6d3b\u7528\u4f8b<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\u3002 Advanced Visualizations<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Matplotlib\u3001seaborn\u306a\u3069\u306e\u3088\u304f\u77e5\u3089\u308c\u305fPython\u30c1\u30e3\u30fc\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6d3b\u7528\u3057\u3066\u3001\u68d2\u30b0\u30e9\u30d5\u3084\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u304b\u3089\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3001\u30d0\u30a4\u30aa\u30ea\u30f3\u30d7\u30ed\u30c3\u30c8\u3001\u7fa4\u96c6\u30c1\u30e3\u30fc\u30c8\u306a\u3069\u306e\u7279\u6b8a\u306a\u53ef\u8996\u5316\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/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>scikit-learn\u3084\u7d71\u8a08\u30e2\u30c7\u30eb\u306a\u3069\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u3001\u56de\u5e30\u5206\u6790\u3001\u6642\u7cfb\u5217\u30e2\u30c7\u30ea\u30f3\u30b0\u306a\u3069\u306e\u4eba\u6c17\u306e\u3042\u308b\u6a5f\u68b0\u5b66\u7fd2\u3001\u4e88\u6e2c\u5206\u6790\u3001\u4e88\u6e2c\u624b\u6cd5\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/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\u3002 Data Cleaning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6b20\u843d\u5024\u306e\u691c\u7d22\u3001\u5f62\u5f0f\u306e\u6a19\u6e96\u5316\u3001\u91cd\u8907\u6392\u9664\u3001\u30d1\u30bf\u30fc\u30f3\u30d9\u30fc\u30b9\u306e\u5909\u63db\u306e\u305f\u3081\u306e\u6b63\u898f\u8868\u73fe\u306a\u3069\u306e\u624b\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u306a\u3069\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u6574\u7406\u6280\u8853\u3092\u52b9\u7387\u7684\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/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. Python in Excel \u30ea\u30ea\u30fc\u30b9\u5185\u5bb9\u3092\u898b\u3066\u304b\u3089\u77ed\u3044\u9451\u8cde<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u8a18\u4e8b\u3068\u6620\u50cf\u3092\u898b\u3066\u307f\u308b\u3068\u671f\u5f85\u3055\u308c\u308b\u70b9\u3068\u6b8b\u5ff5\u306a\u70b9\u304c\u3042\u308b\u3002<\/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>\u671f\u5f85\u3055\u308c\u308b\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excel\u3067Python\u306e\u6d3b\u7528\u5ea6\u304c\u9ad8\u307e\u308a\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u3001\u5206\u6790\u80fd\u529b\u3092\u5927\u5e45\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u898b\u3048\u308b<\/li>\n\n\n\n<li>\u7279\u306blocal PC\u306bPython runtime\u3001package\u306a\u3069\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u4e0d\u8981\u306a\u306e\u3067\u914d\u5e03\u304c\u7c21\u5358<\/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>\u6b8b\u5ff5\u306a\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3067\u95a2\u6570\u3068\u3057\u3066\u52d5\u4f5c\u3057\u3001VBA\u3092\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093<\/li>\n\n\n\n<li>Python\u30b3\u30fc\u30c9\u306flocal machine\u3067\u306f\u306a\u304fMicrosoft Cloud\u4e0a\u3067\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304c\u30d6\u30ed\u30c3\u30af\u3055\u308c\u3066\u3044\u308b\u74b0\u5883\u3067\u306f\u5229\u7528\u3067\u304d\u306a\u3044\u3088\u3046\u3067\u3059<\/li>\n\n\n\n<li>\u7121\u6599\u3067\u306f\u306a\u304f\u3001\u4e00\u90e8\u306e\u6a5f\u80fd\u306f\u6709\u6599\u306b\u306a\u308b\u3088\u3046\u3067\u3059 (After the Preview, some functionality will be restricted without a paid license.)<\/li>\n<\/ul>\n\n\n\n<p>Python in Excel\u304c\u307e\u3060VBA\u306b\u4ee3\u308f\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u6b8b\u5ff5\u3067\u3059\u3002\u4eca\u5f8c\u3001\u3044\u3064\u304bVBA\u304c\u5fc5\u305aPython\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>1. Python in Excel\u306e\u6982\u8981\u6628\u65e5\uff082023-08-22\uff09Microsoft Tech Community\u3067Python in Excel\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u307e\u3067\u5225\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5229\u7528\u3057\u3066Excel\u3068Python\u3092\u9023\u52d5\u3057\u3066\u304d\u305f\u304c\u3001\u3044\u3088\u3044\u3088\u5225\u9014\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u306a\u304f\u57fa\u672c\u7684\u306a\u74b0\u5883\u3067\u9023\u52d5\u3092\u63d0\u4f9b\u3059\u308b\u3002 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":[15,299,300,301],"class_list":["post-12401","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-excel-vba-news-misc","tag-python","tag-excel","tag-300","tag-301"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - 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