{"id":8832,"date":"2024-03-14T08:43:29","date_gmt":"2024-03-14T08:43:29","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/how-can-we-merge-multiple-tables-into-one-using-python\/"},"modified":"2025-08-03T10:11:34","modified_gmt":"2025-08-03T10:11:34","slug":"how-can-we-merge-multiple-tables-into-one-using-python","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/how-can-we-merge-multiple-tables-into-one-using-python\/","title":{"rendered":"Python Merge Tables: Combine Data with Pandas"},"content":{"rendered":"<p>In Python, you can use the pandas library to merge multiple tables into one. Here is a simple example code:<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\r\n\r\n<span class=\"hljs-comment\"># \u8bfb\u53d6\u591a\u4e2a\u8868\u683c\u6570\u636e<\/span>\r\ndf1 = pd.read_excel(<span class=\"hljs-string\">'data1.xlsx'<\/span>)\r\ndf2 = pd.read_excel(<span class=\"hljs-string\">'data2.xlsx'<\/span>)\r\n\r\n<span class=\"hljs-comment\"># \u5408\u5e76\u8868\u683c<\/span>\r\ndf = pd.concat([df1, df2], ignore_index=<span class=\"hljs-literal\">True<\/span>)\r\n\r\n<span class=\"hljs-comment\"># \u4fdd\u5b58\u5408\u5e76\u540e\u7684\u8868\u683c\u6570\u636e<\/span>\r\ndf.to_excel(<span class=\"hljs-string\">'merged_data.xlsx'<\/span>, index=<span class=\"hljs-literal\">False<\/span>)\r\n<\/code><\/pre>\n<p>In the example above, multiple tables of data are first read using the pd.read_excel() method, then these tables are merged into a new data frame using the pd.concat() method, and finally the merged data is saved into a new Excel file using the to_excel() method.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In Python, you can use the pandas library to merge multiple tables into one. Here is a simple example code: import pandas as pd # \u8bfb\u53d6\u591a\u4e2a\u8868\u683c\u6570\u636e df1 = pd.read_excel(&#8216;data1.xlsx&#8217;) df2 = pd.read_excel(&#8216;data2.xlsx&#8217;) # \u5408\u5e76\u8868\u683c df = pd.concat([df1, df2], ignore_index=True) # \u4fdd\u5b58\u5408\u5e76\u540e\u7684\u8868\u683c\u6570\u636e df.to_excel(&#8216;merged_data.xlsx&#8217;, index=False) In the example above, multiple tables of data are first read using [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[12042,6499,8218,12041,12040],"class_list":["post-8832","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-data-combination","tag-data-merging","tag-excel-files","tag-pandas-library","tag-python-merge-tables"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python Merge Tables: Combine Data with Pandas - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Learn how to efficiently merge multiple tables into one using Python&#039;s pandas library. Simple code example makes data combination easy.\" \/>\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.silicloud.com\/blog\/how-can-we-merge-multiple-tables-into-one-using-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python Merge Tables: Combine Data with Pandas\" \/>\n<meta property=\"og:description\" content=\"Learn how to efficiently merge multiple tables into one using Python&#039;s pandas library. 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