{"id":973,"date":"2023-07-28T03:32:22","date_gmt":"2023-07-28T03:32:22","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%86%99%e5%87%a0%e4%b8%aa-pandas-excel-%e8%a1%a8\/"},"modified":"2023-07-28T03:32:22","modified_gmt":"2023-07-28T03:32:22","slug":"%e5%86%99%e5%87%a0%e4%b8%aa-pandas-excel-%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%86%99%e5%87%a0%e4%b8%aa-pandas-excel-%e8%a1%a8\/","title":{"rendered":"\u5982\u4f55\u8de8\u591a\u4e2a excel \u5de5\u4f5c\u8868\u7f16\u5199 pandas dataframe"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u6709\u591a\u4e2a pandas DataFrame\uff0c\u60f3\u8981\u5c06\u5b83\u4eec\u5199\u5165\u540c\u4e00\u5de5\u4f5c\u7c3f\u4e2d\u7684\u591a\u4e2a Excel \u5de5\u4f5c\u8868\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e78\u8fd0\u7684\u662f\uff0c\u8fd9\u53ef\u4ee5\u4f7f\u7528 pandas <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.ExcelWriter.html\" target=\"_blank\" rel=\"noopener noreferrer\">ExcelWriter()<\/a>\u51fd\u6570\u6765\u5b8c\u6210\u3002\u8981\u4f7f\u7528\u6b64\u529f\u80fd\uff0c\u60a8\u5fc5\u987b\u9996\u5148\u786e\u4fdd\u5b89\u88c5\u4e86<strong>xlsxwriter<\/strong> \uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>pip install xlsxwriter<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u60a8\u8fd8\u9700\u8981\u786e\u4fdd<strong>xlwt<\/strong>\u5df2\u5b89\u88c5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>pip install xlwt<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5b89\u88c5\u8fd9\u4e9b\u4e4b\u540e\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u591a\u4e2a Excel \u5de5\u4f5c\u8868\u4e2d\u7f16\u5199\u591a\u4e2a pandas DataFrame\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create three DataFrames\n<\/span>df1 = pd.DataFrame({'dataset': ['A', 'B', 'C', 'D', 'E']})\ndf2 = pd.DataFrame({'dataset': [13, 15, 15, 17, 22, 24, 29, 30]})\ndf3 = pd.DataFrame({'dataset': [3, 6, 6]})\n\n<span style=\"color: #008080;\">#create a Pandas Excel writer using XlsxWriter as the engine\n<\/span>writer = pd. <span style=\"color: #3366ff;\">ExcelWriter<\/span> (' <span style=\"color: #008000;\">dataframes.xlsx<\/span> ', engine=' <span style=\"color: #008000;\">xlsxwriter<\/span> ')\n\n#write each DataFrame to a specific sheet\ndf1. <span style=\"color: #3366ff;\">to_excel<\/span> (writer, sheet_name=' <span style=\"color: #008000;\">first dataset<\/span> ')\ndf2. <span style=\"color: #3366ff;\">to_excel<\/span> (writer, sheet_name=' <span style=\"color: #008000;\">second dataset<\/span> ')\ndf3. <span style=\"color: #3366ff;\">to_excel<\/span> (writer, sheet_name=' <span style=\"color: #008000;\">third dataset<\/span> ')\n\n<span style=\"color: #008080;\">#close the Pandas Excel writer and output the Excel file\n<\/span>writer.save()<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u751f\u6210\u7684 Excel \u5de5\u4f5c\u7c3f\u4f1a\u5c06\u6bcf\u4e2a pandas DataFrame \u5b58\u50a8\u5728\u5355\u72ec\u7684\u5de5\u4f5c\u8868\u4e2d\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c\u4e00\u4e2a\u6570\u636e\u6846\uff1a<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10165 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pdmultipleexcel1.png\" alt=\"Pandas \u591a\u4e2a DataFrame \u5230\u591a\u4e2a Excel \u5de5\u4f5c\u8868\" width=\"386\" height=\"404\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c\u4e8c\u4e2a\u6570\u636e\u6846\uff1a<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10166 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pdmultipleexcel2.png\" alt=\"Pandas \u5bfc\u51fa\u5230\u591a\u4e2a Excel \u5de5\u4f5c\u8868\" width=\"383\" height=\"405\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c\u4e09\u4e2a\u6570\u636e\u6846\uff1a<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10167 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pdmultipleexcel3.png\" alt=\"pandas \u591a\u4e2a Excel \u7535\u5b50\u8868\u683c\" width=\"382\" height=\"394\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u5408\u5e76\u591a\u4e2a-pandas-excel-\u8868\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5728 Pandas \u4e2d\u5408\u5e76\u591a\u4e2a Excel \u5de5\u4f5c\u8868<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u718a\u732b\u8bfb\u53d6excel\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u4f7f\u7528 Pandas \u8bfb\u53d6 Excel \u6587\u4ef6<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-\u8bfb\u53d6-csv\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u4f7f\u7528 Pandas \u8bfb\u53d6 CSV \u6587\u4ef6<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u6709\u591a\u4e2a pandas DataFrame\uff0c\u60f3\u8981\u5c06\u5b83\u4eec\u5199\u5165\u540c\u4e00\u5de5\u4f5c\u7c3f\u4e2d\u7684\u591a\u4e2a Excel \u5de5\u4f5c\u8868\u3002  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-973","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the 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