{"id":3583,"date":"2023-07-16T17:22:59","date_gmt":"2023-07-16T17:22:59","guid":{"rendered":"https:\/\/statorials.org\/cn\/pandas-%e7%bb%98%e5%9b%be%e5%88%97%e5%88%86%e5%b8%83\/"},"modified":"2023-07-16T17:22:59","modified_gmt":"2023-07-16T17:22:59","slug":"pandas-%e7%bb%98%e5%9b%be%e5%88%97%e5%88%86%e5%b8%83","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/pandas-%e7%bb%98%e5%9b%be%e5%88%97%e5%88%86%e5%b8%83\/","title":{"rendered":"\u5982\u4f55\u7ed8\u5236pandas\u4e2d\u5217\u503c\u7684\u5206\u5e03"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u7ed8\u5236 pandas DataFrame \u4e2d\u5217\u503c\u7684\u5206\u5e03\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd51\uff1a\u7ed8\u5236\u5217\u4e2d\u503c\u7684\u5206\u5e03<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2\uff1a\u7ed8\u5236\u4e00\u5217\u4e2d\u503c\u7684\u5206\u5e03\uff0c\u5e76\u6309\u53e6\u4e00\u5217\u5206\u7ec4<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">group_column<\/span> ')[' <span style=\"color: #ff0000;\">values_column<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')<\/strong><\/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: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A',\n                            'B', 'B', 'B', 'B', 'B', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [3, 3, 4, 5, 4, 7, 7, 7, 10, 11, \n                              8, 7, 8, 9, 12, 12, 12, 14, 15, 17]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team points\n0 to 3\n1 to 3\n2 to 4\n3 to 5\n4 to 4\n5 TO 7\n6 to 7\n7 to 7\n8 to 10\n9 to 11\n10 B 8\n11 B 7\n12 B 8\n13 B 9\n14 B 12\n15 B 12\n16 B 12\n17 B 14\n18 B 15\n19 B 17<\/strong><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u7ed8\u5236\u5217\u4e2d\u503c\u7684\u5206\u5e03\u56fe<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86\u5982\u4f55\u7ed8\u5236<strong>\u70b9<\/strong>\u5217\u4e2d\u503c\u7684\u5206\u5e03\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot distribution of values in points column<\/span>\ndf[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29568 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kde1.jpg\" alt=\"\" width=\"514\" height=\"359\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c <strong>kind=&#8217;kde&#8217;<\/strong>\u544a\u8bc9 pandas \u4f7f\u7528<strong>\u6838\u5bc6\u5ea6\u4f30\u8ba1<\/strong>\uff0c\u5b83\u4f1a\u751f\u6210\u4e00\u6761\u5e73\u6ed1\u7684\u66f2\u7ebf\uff0c\u603b\u7ed3\u53d8\u91cf\u503c\u7684\u5206\u5e03\u3002<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u60a8\u60f3\u521b\u5efa\u76f4\u65b9\u56fe\uff0c\u53ef\u4ee5\u6307\u5b9a<strong>kind=&#8217;hist&#8217; \uff0c<\/strong>\u5982\u4e0b\u6240\u793a\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot distribution of values in points column using histogram<\/span>\ndf[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">hist<\/span> ', edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29569 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kde2.jpg\" alt=\"\" width=\"504\" height=\"357\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6b64\u65b9\u6cd5\u4f7f\u7528\u6761\u5f62\u6765\u8868\u793a<strong>\u70b9<\/strong>\u5217\u4e2d\u503c\u7684\u9891\u7387\uff0c\u800c\u4e0d\u662f\u603b\u7ed3\u5206\u5e03\u5f62\u72b6\u7684\u5e73\u6ed1\u7ebf\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u7ed8\u5236\u4e00\u5217\u4e2d\u503c\u7684\u5206\u5e03\uff0c\u5e76\u6309\u53e6\u4e00\u5217\u5206\u7ec4<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86\u5982\u4f55\u7ed8\u5236<strong>\u70b9<\/strong>\u5217\u4e2d\u503c\u7684\u5206\u5e03\uff08\u6309<strong>\u56e2\u961f<\/strong>\u5217\u5206\u7ec4\uff09\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib.pyplot <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#plot distribution of points by team \n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> ')[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')\n\n<span style=\"color: #008080;\">#add legend\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> ([' <span style=\"color: #ff0000;\">A<\/span> ',' <span style=\"color: #ff0000;\">B<\/span> '], title=' <span style=\"color: #ff0000;\">Team<\/span> ')\n\n<span style=\"color: #008080;\">#add x-axis label<\/span>\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Points<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29570 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kde3.jpg\" alt=\"\" width=\"526\" height=\"393\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u84dd\u7ebf\u8868\u793aA\u961f\u7403\u5458\u7684\u5f97\u5206\u5206\u5e03\uff0c\u6a59\u7ebf\u8868\u793aB\u961f\u7403\u5458\u7684\u5f97\u5206\u5206\u5e03\u3002<\/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\u4efb\u52a1\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u718a\u732b\u60c5\u8282\u6807\u9898\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Pandas \u4e2d\u4e3a\u7ed8\u56fe\u6dfb\u52a0\u6807\u9898<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u771f\u4eba\u5927\u5c0f\u7684\u718a\u732b\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8c03\u6574\u718a\u732b\u56fe\u7684\u56fe\u5f62\u5927\u5c0f<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5927\u718a\u732b\u7684\u6b21\u8981\u60c5\u8282\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728\u5b50\u56fe\u4e2d\u7ed8\u5236\u591a\u4e2a Pandas DataFrame<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u718a\u732b\u4f20\u5947\u5267\u60c5\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Pandas \u4e2d\u521b\u5efa\u548c\u81ea\u5b9a\u4e49\u56fe\u4f8b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u7ed8\u5236 pandas DataFrame \u4e2d\u5217\u503c\u7684\u5206\u5e03\uff1a \u65b9\u6cd51\uff1a\u7ed8\u5236\u5217\u4e2d\u503c\u7684\u5206\u5e03 df[&#8216; [&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-3583","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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