{"id":2581,"date":"2023-07-21T15:39:14","date_gmt":"2023-07-21T15:39:14","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%a4%a7%e7%86%8a%e7%8c%ab%e6%8c%89%e7%bb%84%e7%a7%bb%e5%8a%a8%e5%b9%b3%e5%9d%87%e5%80%bc\/"},"modified":"2023-07-21T15:39:14","modified_gmt":"2023-07-21T15:39:14","slug":"%e5%a4%a7%e7%86%8a%e7%8c%ab%e6%8c%89%e7%bb%84%e7%a7%bb%e5%8a%a8%e5%b9%b3%e5%9d%87%e5%80%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%a4%a7%e7%86%8a%e7%8c%ab%e6%8c%89%e7%bb%84%e7%a7%bb%e5%8a%a8%e5%b9%b3%e5%9d%87%e5%80%bc\/","title":{"rendered":"Pandas\uff1a\u5982\u4f55\u8ba1\u7b97\u6bcf\u7ec4\u7684\u79fb\u52a8\u5e73\u5747\u503c"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\u6765\u8ba1\u7b97 pandas \u7684\u7ec4\u79fb\u52a8\u5e73\u5747\u503c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate 3-period moving average of 'values' by 'group'<\/span>\ndf. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">group<\/span> ')[' <span style=\"color: #ff0000;\">values<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: <span style=\"color: #3366ff;\">x.rolling<\/span> (3,1) <span style=\"color: #3366ff;\">.mean<\/span> ())\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6b64\u8bed\u6cd5\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u5728 Pandas \u4e2d\u6309\u7ec4\u8ba1\u7b97\u79fb\u52a8\u5e73\u5747\u503c<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b pandas DataFrame\uff0c\u663e\u793a\u4e24\u4e2a\u5546\u5e97\u5728\u4e94\u4e2a\u9500\u552e\u5468\u671f\u5185\u7684\u603b\u9500\u552e\u989d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<span style=\"color: #000000;\">\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">store<\/span> ': ['A', 'A', 'A', 'A', 'A', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">period<\/span> ': [1, 2, 3, 4, 5, 1, 2, 3, 4, 5],\n                   ' <span style=\"color: #ff0000;\">sales<\/span> ': [7, 7, 9, 13, 14, 13, 13, 19, 20, 26]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tstore period sales\n0 to 1 7\n1 to 2 7\n2 to 3 9\n3 to 4 13\n4 to 5 14\n5 B 1 13\n6 B 2 13\n7 B 3 19\n8 B 4 20\n9 B 5 26\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u8ba1\u7b97\u6bcf\u4e2a\u5546\u5e97\u7684 3 \u5929\u6eda\u52a8\u9500\u552e\u989d\u5e73\u5747\u503c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate 3-day moving average of sales by store<\/span>\ndf[' <span style=\"color: #ff0000;\">ma<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">store<\/span> ')[' <span style=\"color: #ff0000;\">sales<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: <span style=\"color: #3366ff;\">x.rolling<\/span> (3,1) <span style=\"color: #3366ff;\">.mean<\/span> ())\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span>df\n\n        store period sales ma\n0 A 1 7 7.000000\n1 to 2 7 7.000000\n2 A 3 9 7.666667\n3 A 4 13 9.666667\n4 A 5 14 12.000000\n5 B 1 13 13.000000\n6 B 2 13 13.000000\n7 B 3 19 15.000000\n8 B 4 20 17.333333\n9 B 5 26 21.666667\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1ax.rolling(3, 1) \u8868\u793a\u8ba1\u7b97<strong>3 \u4e2a<\/strong>\u5468\u671f\u7684\u6eda\u52a8\u5e73\u5747\u503c\uff0c\u5e76\u4e14\u8981\u6c42\u6700\u5c0f\u5468\u671f\u6570\u4e3a<strong>1<\/strong> \u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u201c\u6211\u7684\u201d\u5217\u663e\u793a\u6bcf\u4e2a\u5546\u5e97\u7684 3 \u5929\u79fb\u52a8\u9500\u552e\u5e73\u5747\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8981\u8ba1\u7b97\u4e0d\u540c\u7684\u79fb\u52a8\u5e73\u5747\u503c\uff0c\u53ea\u9700\u66f4\u6539<strong>Rolling()<\/strong>\u51fd\u6570\u4e2d\u7684\u503c\u5373\u53ef\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba1\u7b97\u6bcf\u4e2a\u5546\u5e97\u7684 2 \u5929\u79fb\u52a8\u5e73\u5747\u9500\u552e\u989d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate 2-day moving average of sales by store\n<\/span>df[' <span style=\"color: #ff0000;\">ma<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">store<\/span> ')[' <span style=\"color: #ff0000;\">sales<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: <span style=\"color: #3366ff;\">x.rolling<\/span> (2,1) <span style=\"color: #3366ff;\">.mean<\/span> ())\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span>df\n\n        store period sales ma\n0 to 1 7 7.0\n1 to 2 7 7.0\n2 to 3 9 8.0\n3 A 4 13 11.0\n4 to 5 14 13.5\n5 B 1 13 13.0\n6 B 2 13 13.0\n7 B 3 19 16.0\n8 B 4 20 19.5\n9 B 5 26 23.0\n<\/span><\/span><\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 pandas \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u64cd\u4f5c\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/pandas-groupby-\u603b\u548c\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Pandas \u4e2d\u6267\u884c GroupBy \u6c42\u548c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-groupby-\u8ba1\u6570\u552f\u4e00\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Pandas \u4e2d\u4f7f\u7528 GroupBy \u8ba1\u7b97\u552f\u4e00\u503c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-\u6309\u60c5\u8282\u5206\u7ec4\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Pandas \u4e2d\u4f7f\u7528 Groupby \u548c Plot<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\u6765\u8ba1\u7b97 pandas \u7684\u7ec4\u79fb\u52a8\u5e73\u5747\u503c\uff1a #calculate 3-period movi [&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-2581","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandas\uff1a\u5982\u4f55\u6309\u7ec4\u8ba1\u7b97\u79fb\u52a8\u5e73\u5747\u503c - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u8ba1\u7b97 pandas DataFrame \u4e2d\u7684\u7ec4\u79fb\u52a8\u5e73\u5747\u503c\u3002\" 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