{"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\/zh\/python-in-excel-release\/","title":{"rendered":"Excel\u4e2d\u4f7f\u7528Python\u7684\u516c\u544a (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;\u76ee\u5f55&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=\"\u5207\u6362\u76ee\u5f55\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u5207\u6362<\/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\/zh\/python-in-excel-release\/#1_Python_in_Excel_%EA%B0%9C%EC%9A%94\" >1. Excel \u4e2d\u7684 Python \u6982\u8ff0<\/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\/zh\/python-in-excel-release\/#2_Python_in_Excel_%ED%99%9C%EC%9A%A9_%EC%98%88%EC%8B%9C\" >2. Excel\u4e2d\u4f7f\u7528Python\u7684\u793a\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\/zh\/python-in-excel-release\/#21_Advanced_Visualizations\" >2.1.\u9ad8\u7ea7\u53ef\u89c6\u5316<\/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\/zh\/python-in-excel-release\/#22_Machine_Learning_Predictive_Analytics_and_Forecasting\" >2.2.\u673a\u5668\u5b66\u4e60\u3001\u9884\u6d4b\u5206\u6790\u548c\u9884\u6d4b<\/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\/zh\/python-in-excel-release\/#23_Data_Cleaning\" >2.3.\u6570\u636e\u6e05\u7406<\/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\/zh\/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.\u56de\u987eExcel\u4e2dPython\u7684\u53d1\u5e03\u540e\u7684\u7b80\u77ed\u5370\u8c61<\/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\/zh\/python-in-excel-release\/#%EA%B8%B0%EB%8C%80%EB%90%98%EB%8A%94_%EC%A0%90\" >\u671f\u5f85\u4ec0\u4e48<\/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\/zh\/python-in-excel-release\/#%EC%95%84%EC%89%AC%EC%9A%B4_%EC%A0%90\" >\u5c11\u4e86\u4ec0\u4e48\u4e1c\u897f<\/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. Excel \u4e2d\u7684 Python \u6982\u8ff0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6628\u5929\uff082023-08-22\uff09\uff0cMicrosoft \u6280\u672f\u793e\u533a\u5ba3\u5e03\u4e86 Excel \u4e2d\u7684 Python\u3002\u5728\u6b64\u671f\u95f4\uff0c\u6211\u4eec\u4e00\u76f4\u4f7f\u7528\u5355\u72ec\u7684\u5e93\u6765\u94fe\u63a5 Excel \u548c Python\uff0c\u4f46\u6700\u7ec8\u6211\u4eec\u5728\u57fa\u672c\u73af\u5883\u4e2d\u63d0\u4f9b\u94fe\u63a5\uff0c\u800c\u65e0\u9700\u5355\u72ec\u5b89\u88c5\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\">\u5ba3\u5e03\u5728 Excel \u4e2d\u4f7f\u7528 Python\uff1a\u7ed3\u5408\u4e86 Python \u7684\u5f3a\u5927\u529f\u80fd\u548c Excel \u7684\u7075\u6d3b\u6027\u3002<\/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\">Excel \u4e2d\u7684 Python<\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u6587\u7ae0\u6458\u8981\u5982\u4e0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f15\u5165Python\u6269\u5c55Excel\u5206\u6790\u80fd\u529b<\/li>\n\n\n\n<li>\u4f5c\u4e3a\u516c\u5171\u9884\u89c8\u7248\u53d1\u5e03<\/li>\n\n\n\n<li>\u5982\u679c\u60a8\u5728\u5de5\u4f5c\u8868\u7684\u5355\u5143\u683c\u4e2d\u8f93\u5165 Python \u4ee3\u7801\uff0c\u8be5\u4ee3\u7801\u5c06\u5728 Microsoft \u4e91\u4e2d\u6267\u884c\uff0c\u5e76\u4e14\u53ef\u4ee5\u4ee5\u56fe\u8868\u7b49\u65b9\u5f0f\u53ef\u89c6\u5316\uff08\u65e0\u9700\u5728\u672c\u5730 PC \u4e0a\u5b89\u88c5\uff09\u3002<\/li>\n\n\n\n<li>Python \u5e93\u5229\u7528 Anaconda \u5b58\u50a8\u5e93\u3002<\/li>\n\n\n\n<li>\u901a\u8fc7\u534f\u4f5c\u5de5\u5177\uff08Teams\u3001Outlook \u7b49\uff09\u5171\u4eab\u3001@\u63d0\u53ca\u3001\u5171\u540c\u521b\u4f5c<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u4e0b\u9762\u7684\u4ecb\u7ecd\u89c6\u9891\u4e2d\u53ef\u4ee5\u770b\u5230\u4e00\u4e2a\u7b80\u5355\u7684\u5b9e\u9645\u6f14\u793a\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=\"Excel \u4e2d\u7684 Python\uff1a\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u5f3a\u5927\u7ec4\u5408\" 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. Excel\u4e2d\u4f7f\u7528Python\u7684\u793a\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.\u9ad8\u7ea7\u53ef\u89c6\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4f7f\u7528\u8457\u540d\u7684 Python \u56fe\u8868\u5e93\uff08\u4f8b\u5982 Matplotlib \u548c seaborn\uff09\uff0c\u60a8\u53ef\u4ee5\u521b\u5efa\u5404\u79cd\u56fe\u8868\uff0c\u4ece\u6761\u5f62\u56fe\u548c\u6298\u7ebf\u56fe\u5230\u4e13\u4e1a\u53ef\u89c6\u5316\uff08\u4f8b\u5982\u70ed\u56fe\u3001\u5c0f\u63d0\u7434\u56fe\u548c\u805a\u7c7b\u56fe\uff09\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>\u4f7f\u7528 Seaborn \u8fdb\u884c\u914d\u5bf9\u56fe<\/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.\u673a\u5668\u5b66\u4e60\u3001\u9884\u6d4b\u5206\u6790\u548c\u9884\u6d4b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5229\u7528 scikit-learn \u548c\u7edf\u8ba1\u6a21\u578b\u7b49 Python \u5e93\u7684\u5f3a\u5927\u529f\u80fd\u6765\u4f7f\u7528\u6d41\u884c\u7684\u673a\u5668\u5b66\u4e60\u3001\u9884\u6d4b\u5206\u6790\u548c\u9884\u6d4b\u6280\u672f\uff0c\u4f8b\u5982\u56de\u5f52\u5206\u6790\u3001\u65f6\u95f4\u5e8f\u5217\u5efa\u6a21\u7b49\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>\u4f7f\u7528 Python \u548c Excel LAMBDA \u9884\u6d4b\u5929\u6c14\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002<\/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.\u6570\u636e\u6e05\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u53ef\u4ee5\u6709\u6548\u5730\u5229\u7528\u5148\u8fdb\u7684\u6570\u636e\u6e05\u7406\u6280\u672f\uff0c\u4f8b\u5982\u4f7f\u7528\u7f3a\u5931\u503c\u67e5\u627e\u3001\u683c\u5f0f\u6807\u51c6\u5316\u3001\u91cd\u590d\u6d88\u9664\u548c\u57fa\u4e8e\u6a21\u5f0f\u7684\u8f6c\u6362\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\u7b49\u6280\u672f\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>\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u63d0\u53d6\u65e5\u671f\u3002<\/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.\u56de\u987eExcel\u4e2dPython\u7684\u53d1\u5e03\u540e\u7684\u7b80\u77ed\u5370\u8c61<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u770b\u7740\u6587\u7ae0\u548c\u89c6\u9891\uff0c\u6709\u671f\u5f85\uff0c\u4e5f\u6709\u9057\u61be\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\u4ec0\u4e48<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul 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