{"id":2387,"date":"2023-07-22T12:10:44","date_gmt":"2023-07-22T12:10:44","guid":{"rendered":"https:\/\/statorials.org\/cn\/pandas-%e6%95%b0%e6%8d%ae%e9%80%8f%e8%a7%86%e8%a1%a8%e7%9a%84%e6%95%b0%e9%87%8f\/"},"modified":"2023-07-22T12:10:44","modified_gmt":"2023-07-22T12:10:44","slug":"pandas-%e6%95%b0%e6%8d%ae%e9%80%8f%e8%a7%86%e8%a1%a8%e7%9a%84%e6%95%b0%e9%87%8f","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/pandas-%e6%95%b0%e6%8d%ae%e9%80%8f%e8%a7%86%e8%a1%a8%e7%9a%84%e6%95%b0%e9%87%8f\/","title":{"rendered":"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u5305\u542b\u591a\u4e2a\u503c\u7684\u6570\u636e\u900f\u89c6\u8868"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4efb\u4f55\u65b9\u6cd5\u5728 pandas \u4e2d\u521b\u5efa\u6570\u636e\u900f\u89c6\u8868\uff0c\u663e\u793a\u67d0\u4e9b\u5217\u4e2d\u503c\u7684\u6570\u91cf\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1\uff1a\u4f7f\u7528\u6570\u5b57\u8fdb\u884c\u6570\u636e\u900f\u89c6\u8868<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, values=' <span style=\"color: #ff0000;\">col1<\/span> ', index=' <span style=\"color: #ff0000;\">col2<\/span> ', columns=' <span style=\"color: #ff0000;\">col3<\/span> ',\n               aggfunc=' <span style=\"color: #ff0000;\">count<\/span> ')\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2\uff1a\u5177\u6709\u552f\u4e00\u6570\u5b57\u7684\u6570\u636e\u900f\u89c6\u8868<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, values=' <span style=\"color: #ff0000;\">col1<\/span> ', index=' <span style=\"color: #ff0000;\">col2<\/span> ', columns=' <span style=\"color: #ff0000;\">col3<\/span> ',\n               aggfunc=pd. <span style=\"color: #3366ff;\">Series<\/span> . <span style=\"color: #3366ff;\">nunique<\/span> )<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u79cd\u65b9\u6cd5\u4e0e\u4ee5\u4e0b pandas DataFrame \u4e00\u8d77\u4f7f\u7528\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\n<\/span>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', 'F', 'C', 'G', 'F', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [4, 4, 6, 8, 9, 5, 5, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tteam position points\n0 A G 4\n1 A G 4\n2 A F 6\n3 A C 8\n4 B G 9\n5 B F 5\n6 B F 5\n7 B F 12<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1\uff1a\u521b\u5efa\u5305\u542b\u8ba1\u6570\u7684 Pandas \u6570\u636e\u900f\u89c6\u8868<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5728 pandas \u4e2d\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u900f\u89c6\u8868\uff0c\u663e\u793a DataFrame \u4e2d\u6bcf\u4e2a\u201c\u56e2\u961f\u201d\u548c\u201c\u4f4d\u7f6e\u201d\u7684\u201c\u70b9\u201d\u503c\u603b\u6570\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;\">#create pivot table\n<\/span>df_pivot = pd. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, values=' <span style=\"color: #ff0000;\">points<\/span> ', index=' <span style=\"color: #ff0000;\">team<\/span> ', columns=' <span style=\"color: #ff0000;\">position<\/span> ',\n                          aggfunc=' <span style=\"color: #ff0000;\">count<\/span> ')\n\n<span style=\"color: #008080;\">#view pivot table\n<\/span>df_pivot\n\nposition C F G\nteam\t\t\t\n   A 1.0 1.0 2.0\n   B NaN 3.0 1.0<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ece\u7ed3\u679c\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A \u961f\u5728 C \u4f4d\u7f6e\u7684\u201c\u79ef\u5206\u201d\u680f\u503c\u4e3a<strong>1<\/strong> \u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">A \u961f\u5728\u4f4d\u7f6e F \u7684\u201c\u79ef\u5206\u201d\u680f\u4e2d\u6709<strong>1<\/strong>\u503c\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">A\u961fG\u4f4d\u7f6e\u7684\u201c\u79ef\u5206\u201d\u680f\u6709<strong>2\u4e2a<\/strong>\u503c\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7b49\u7b49\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2\uff1a\u521b\u5efa\u5177\u6709\u552f\u4e00\u8ba1\u6570\u7684 Pandas \u6570\u636e\u900f\u89c6\u8868<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5728 pandas \u4e2d\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u900f\u89c6\u8868\uff0c\u8be5\u8868\u663e\u793a DataFrame \u4e2d\u6bcf\u4e2a\u201c\u56e2\u961f\u201d\u548c\u201c\u4f4d\u7f6e\u201d\u7684\u552f\u4e00\u201c\u70b9\u201d\u503c\u603b\u6570\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;\">#create pivot table\n<\/span>df_pivot = pd. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, values=' <span style=\"color: #ff0000;\">points<\/span> ', index=' <span style=\"color: #ff0000;\">team<\/span> ', columns=' <span style=\"color: #ff0000;\">position<\/span> ',\n                          aggfunc=pd. <span style=\"color: #3366ff;\">Series<\/span> . <span style=\"color: #3366ff;\">nunique<\/span> )\n\n<span style=\"color: #008080;\">#view pivot table\n<\/span>df_pivot\n\nposition C F G\nteam\t\t\t\n   A 1.0 1.0 1.0\n   B NaN 2.0 1.0<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ece\u7ed3\u679c\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A \u961f\u5728\u4f4d\u7f6e C \u7684\u201c\u79ef\u5206\u201d\u680f\u4e2d\u6709<strong>1 \u4e2a<\/strong>\u552f\u4e00\u503c\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">A \u961f\u5728\u4f4d\u7f6e F \u7684\u201c\u79ef\u5206\u201d\u680f\u4e2d\u6709<strong>1 \u4e2a<\/strong>\u552f\u4e00\u503c\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">A \u961f\u5728\u4f4d\u7f6e G \u7684\u201c\u79ef\u5206\u201d\u680f\u4e2d\u6709<strong>1 \u4e2a<\/strong>\u552f\u4e00\u503c\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7b49\u7b49\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a\u60a8\u53ef\u4ee5<a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.pivot_table.html\" target=\"_blank\" rel=\"noopener\">\u5728\u6b64\u5904<\/a>\u627e\u5230 pandas <strong>hub_table()<\/strong>\u51fd\u6570\u7684\u5b8c\u6574\u6587\u6863\u3002<\/span><\/p>\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\/\u957f\u5230\u5bbd\u7684\u718a\u732b\/\" target=\"_blank\" rel=\"noopener\">Pandas\uff1a\u5982\u4f55\u5c06 DataFrame \u4ece\u957f\u5230\u5bbd\u91cd\u5851<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5bbd\u5230\u957f\u7684\u718a\u732b\/\" target=\"_blank\" rel=\"noopener\">Pandas\uff1a\u5982\u4f55\u5c06 DataFrame \u4ece\u5bbd\u53d8\u4e3a\u957f<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-groupby-\u805a\u5408\u591a\u5217\/\" target=\"_blank\" rel=\"noopener\">Pandas\uff1a\u5982\u4f55\u8de8\u591a\u5217\u8fdb\u884c\u5206\u7ec4\u548c\u805a\u5408<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4efb\u4f55\u65b9\u6cd5\u5728 pandas \u4e2d\u521b\u5efa\u6570\u636e\u900f\u89c6\u8868\uff0c\u663e\u793a\u67d0\u4e9b\u5217\u4e2d\u503c\u7684\u6570\u91cf\uff1a \u65b9\u6cd5 1\uff1a\u4f7f\u7528\u6570\u5b57\u8fdb\u884c\u6570\u636e\u900f [&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-2387","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized 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