{"id":3316,"date":"2023-07-18T03:25:46","date_gmt":"2023-07-18T03:25:46","guid":{"rendered":"https:\/\/statorials.org\/cn\/pandas-%e8%ae%a1%e7%ae%97%e9%87%8d%e5%a4%8d%e9%a1%b9\/"},"modified":"2023-07-18T03:25:46","modified_gmt":"2023-07-18T03:25:46","slug":"pandas-%e8%ae%a1%e7%ae%97%e9%87%8d%e5%a4%8d%e9%a1%b9","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/pandas-%e8%ae%a1%e7%ae%97%e9%87%8d%e5%a4%8d%e9%a1%b9\/","title":{"rendered":"\u5982\u4f55\u8ba1\u7b97 pandas \u4e2d\u7684\u91cd\u590d\u9879\uff1a\u793a\u4f8b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u8ba1\u7b97 pandas DataFrame \u4e2d\u7684\u91cd\u590d\u9879\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5\u4e00\uff1a\u7edf\u8ba1\u5217\u4e2d\u7684\u91cd\u590d\u503c<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">len<\/span> (df[' <span style=\"color: #ff0000;\">my_column<\/span> ']) - <span style=\"color: #008000;\">len<\/span> (df[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">drop_duplicates<\/span> ())\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2\uff1a\u8ba1\u7b97\u91cd\u590d\u884c<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">len<\/span> (df) <span style=\"color: #008000;\">-len<\/span> ( <span style=\"color: #3366ff;\">df.drop_duplicates<\/span> ())<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 3\uff1a\u8ba1\u7b97\u6bcf\u4e2a\u552f\u4e00\u884c\u7684\u91cd\u590d\u9879<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df. <span style=\"color: #3366ff;\">groupby<\/span> ( <span style=\"color: #3366ff;\">df.columns.tolist<\/span> (), as_index= <span style=\"color: #008000;\">False<\/span> ) <span style=\"color: #3366ff;\">.<\/span> <span style=\"color: #3366ff;\">size<\/span> ()<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u4ee5\u4e0b pandas DataFrame \u7684\u6bcf\u79cd\u65b9\u6cd5\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<span style=\"color: #008080;\">\n#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ': ['G', 'G', 'G', 'F', 'G', 'G', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [5, 5, 8, 10, 5, 7, 10, 10]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team position points\n0 AG 5\n1 GA 5\n2 AG 8\n3 AF 10\n4 BG 5\n5 BG 7\n6 BF 10\n7 BF 10<\/span><\/span><\/strong><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b1\uff1a\u8ba1\u7b97\u5217\u4e2d\u7684\u91cd\u590d\u503c<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u8ba1\u7b97<strong>points<\/strong>\u5217\u4e2d\u91cd\u590d\u503c\u7684\u6570\u91cf\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;\">#count duplicate values in points column\n<\/span><span style=\"color: #008000;\">len<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '])- <span style=\"color: #008000;\">len<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">drop_duplicates<\/span> ())\n\n4<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230<strong>points<\/strong>\u5217\u4e2d\u6709<strong>4\u4e2a<\/strong>\u91cd\u590d\u503c\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u8ba1\u7b97\u91cd\u590d\u884c\u6570<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86\u5982\u4f55\u8ba1\u7b97 DataFrame \u4e2d\u91cd\u590d\u884c\u7684\u6570\u91cf\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#count number of duplicate rows<\/span>\nlen<\/span> (df) <span style=\"color: #008000;\">-len<\/span> ( <span style=\"color: #3366ff;\">df.drop_duplicates<\/span> ())\n\n2<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230 DataFrame \u4e2d\u6709<strong>2 \u4e2a<\/strong>\u91cd\u590d\u7684\u884c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u6765\u663e\u793a\u8fd9 2 \u4e2a\u91cd\u590d\u884c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#display duplicated rows<\/span>\n<span style=\"color: #000000;\">df[df. <span style=\"color: #3366ff;\">duplicated<\/span> ()]\n\n        team position points\n1 A G 5\n7 B F 10<\/span>\n<\/span><\/strong><\/span><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 3\uff1a\u8ba1\u7b97\u6bcf\u4e2a\u552f\u4e00\u884c\u7684\u91cd\u590d\u9879<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86\u5982\u4f55\u8ba1\u7b97 DataFrame \u4e2d\u6bcf\u4e2a\u552f\u4e00\u884c\u7684\u91cd\u590d\u9879\u6570\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#display number of duplicates for each unique row\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">groupby<\/span> ( <span style=\"color: #3366ff;\">df.columns.tolist<\/span> (), as_index= <span style=\"color: #008000;\">False<\/span> ) <span style=\"color: #3366ff;\">.<\/span> <span style=\"color: #3366ff;\">size<\/span> ()\n\n        team position points size\n0 A F 10 1\n1 A G 5 2\n2 A G 8 1\n3 B F 10 2\n4 B G 5 1\n5 B G 7 1\n<\/span><\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>\u201c\u5927\u5c0f\u201d<\/strong>\u5217\u663e\u793a\u6bcf\u4e2a\u552f\u4e00\u884c\u7684\u91cd\u590d\u9879\u6570\u3002<\/span><\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\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-\u5220\u9664\u91cd\u590d\u9879\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5220\u9664 Pandas \u4e2d\u7684\u91cd\u590d\u884c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-\u5220\u9664\u91cd\u590d\u7684\u5217\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5220\u9664 Pandas \u4e2d\u7684\u91cd\u590d\u5217<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-\u6309\u7d22\u5f15\u9009\u62e9\u5217\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Pandas \u4e2d\u6309\u7d22\u5f15\u9009\u62e9\u5217<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u8ba1\u7b97 pandas DataFrame \u4e2d\u7684\u91cd\u590d\u9879\uff1a \u65b9\u6cd5\u4e00\uff1a\u7edf\u8ba1\u5217\u4e2d\u7684\u91cd\u590d\u503c len ( [&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-3316","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>\u5982\u4f55\u8ba1\u7b97 pandas \u4e2d\u7684\u91cd\u590d\u9879\uff08\u5e26\u6709\u793a\u4f8b\uff09 \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u51e0\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u8ba1\u7b97 pandas DataFrame \u4e2d\u7684\u91cd\u590d\u9879\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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