{"id":4063,"date":"2023-07-13T20:51:16","date_gmt":"2023-07-13T20:51:16","guid":{"rendered":"https:\/\/statorials.org\/cn\/pandas-%e6%a0%b9%e6%8d%ae%e5%8f%a6%e4%b8%80%e5%88%97%e6%8f%90%e5%8f%96%e5%88%97%e5%80%bc\/"},"modified":"2023-07-13T20:51:16","modified_gmt":"2023-07-13T20:51:16","slug":"pandas-%e6%a0%b9%e6%8d%ae%e5%8f%a6%e4%b8%80%e5%88%97%e6%8f%90%e5%8f%96%e5%88%97%e5%80%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/pandas-%e6%a0%b9%e6%8d%ae%e5%8f%a6%e4%b8%80%e5%88%97%e6%8f%90%e5%8f%96%e5%88%97%e5%80%bc\/","title":{"rendered":"Pandas\uff1a\u6839\u636e\u53e6\u4e00\u5217\u63d0\u53d6\u5217\u503c"},"content":{"rendered":"

<\/p>\n

\n

\u60a8\u53ef\u4ee5\u4f7f\u7528 pandas \u4e2d\u7684query()<\/strong>\u51fd\u6570\u6839\u636e\u53e6\u4e00\u5217\u4e2d\u7684\u503c\u63d0\u53d6\u4e00\u5217\u4e2d\u7684\u503c\u3002<\/span><\/p>\n

\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a<\/span><\/p>\n

 df. query<\/span> (\" team=='A'<\/span> \")[\" points<\/span> \"]<\/strong><\/span><\/pre>\n
\u6b64\u7279\u5b9a\u793a\u4f8b\u5c06\u4ece\u70b9<\/strong>\u5217\u4e2d\u63d0\u53d6\u6bcf\u4e2a\u503c\uff0c\u5176\u4e2d\u56e2\u961f<\/strong>\u5217\u7b49\u4e8e A\u3002<\/span><\/p>\n
\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u901a\u8fc7\u4ee5\u4e0b pandas DataFrame \u4f7f\u7528\u6b64\u8bed\u6cd5\uff1a<\/span><\/p>\n
 import<\/span> pandas as<\/span> pd\n\n#createDataFrame\n<\/span>df = pd. DataFrame<\/span> ({' team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' position<\/span> ': ['G', 'G', 'F', 'F', 'G', 'G', 'F', 'F'],\n                   ' points<\/span> ': [11, 28, 10, 26, 6, 25, 29, 12]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n  team position points\n0 AG 11\n1 AG 28\n2 AF10\n3AF 26\n4 BG 6\n5 BG 25\n6 BF 29\n7 BF 12\n<\/span><\/strong><\/pre>\n
\u793a\u4f8b1\uff1a\u6839\u636e\u6ee1\u8db3\u6761\u4ef6\u63d0\u53d6\u5217\u503c<\/strong><\/h2>\n
\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u4ece\u70b9<\/strong>\u5217\u4e2d\u63d0\u53d6\u6bcf\u4e2a\u503c\uff0c\u5176\u4e2d\u56e2\u961f<\/strong>\u5217\u503c\u7b49\u4e8e\u201cA\u201d\uff1a<\/span><\/p>\n
 #extract each value in points column where team is equal to 'A'\n<\/span>df. query<\/span> (\" team=='A'<\/span> \")[\" points<\/span> \"]\n\n0 11\n1 28\n2 10\n3 26\nName: points, dtype: int64\n<\/strong><\/pre>\n
\u8be5\u51fd\u6570\u8fd4\u56de\u70b9<\/strong>\u5217\u4e2d\u7684\u56db\u4e2a\u503c\uff0c\u5176\u4e2d\u56e2\u961f<\/strong>\u5217\u4e2d\u7684\u76f8\u5e94\u503c\u7b49\u4e8e\u201cA\u201d\u3002<\/span><\/span><\/p>\n
\u793a\u4f8b2\uff1a\u6839\u636e\u6ee1\u8db3\u7684\u591a\u4e2a\u6761\u4ef6\u4e4b\u4e00\u63d0\u53d6\u5217\u503c<\/strong><\/h2>\n
\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u4ece\u79ef\u5206<\/strong>\u5217\u4e2d\u63d0\u53d6\u6bcf\u4e2a\u503c\uff0c\u5176\u4e2d\u56e2\u961f<\/strong>\u5217\u503c\u7b49\u4e8e\u201cA\u201d\u6216<\/em>\u4f4d\u7f6e<\/strong>\u5217\u503c\u7b49\u4e8e\u201cG\u201d\uff1a<\/span><\/p>\n
 #extract each value in points column where team is 'A' or position is 'G'\n<\/span>df. query<\/span> (\" team=='A' | position=='G'<\/span> \")[\" points<\/span> \"]\n\n0 11\n1 28\n2 10\n3 26\n4 6\n5 25\nName: points, dtype: int64\n<\/strong><\/pre>\n
\u8be5\u51fd\u6570\u8fd4\u56de\u79ef\u5206<\/strong>\u5217\u4e2d\u7684\u516d\u4e2a\u503c\uff0c\u5176\u4e2d\u7403\u961f<\/strong>\u5217\u4e2d\u7684\u76f8\u5e94\u503c\u7b49\u4e8e\u201cA\u201d\u6216<\/em>\u4f4d\u7f6e<\/strong>\u5217\u4e2d\u7684\u503c\u7b49\u4e8e\u201cG\u201d\u3002<\/span><\/p>\n
\u793a\u4f8b3\uff1a\u6839\u636e\u6ee1\u8db3\u7684\u591a\u4e2a\u6761\u4ef6\u63d0\u53d6\u5217\u503c<\/strong><\/h2>\n
\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u5982\u4f55\u4ece\u79ef\u5206<\/strong>\u5217\u4e2d\u63d0\u53d6\u6bcf\u4e2a\u503c\uff0c\u5176\u4e2d\u56e2\u961f<\/strong>\u5217\u503c\u7b49\u4e8e\u201cA\u201d \uff0c<\/i>\u4f4d\u7f6e<\/strong>\u5217\u503c\u7b49\u4e8e\u201cG\u201d\uff1a<\/span><\/p>\n
 #extract each value in points column where team is 'A' and position is 'G'\n<\/span>df. query<\/span> (\" team=='A' & position=='G'<\/span> \")[\" points<\/span> \"]\n\n0 11\n1 28\nName: points, dtype: int64\n<\/strong><\/pre>\n
\u8be5\u51fd\u6570\u8fd4\u56de\u79ef\u5206<\/strong>\u5217\u4e2d\u7684\u4e24\u4e2a\u503c\uff0c\u5176\u4e2d\u7403\u961f<\/strong>\u5217\u4e2d\u7684\u5bf9\u5e94\u503c\u7b49\u4e8e\u201cA\u201d \uff0c<\/i>\u4f4d\u7f6e<\/strong>\u5217\u4e2d\u7684\u503c\u7b49\u4e8e\u201cG\u201d\u3002<\/span><\/p>\n
\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\n
\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 pandas \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n
 Pandas\uff1a\u5982\u4f55\u6839\u636e\u6761\u4ef6\u9009\u62e9\u5217<\/a>
Pandas\uff1a\u6839\u636e\u591a\u4e2a\u6761\u4ef6\u5220\u9664\u884c<\/a>
Pandas\uff1a\u6839\u636e\u53e6\u4e00\u4e2aDataFrame\u66f4\u65b0\u5217\u503c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u60a8\u53ef\u4ee5\u4f7f\u7528 pandas \u4e2d\u7684query()\u51fd\u6570\u6839\u636e\u53e6\u4e00\u5217\u4e2d\u7684\u503c\u63d0\u53d6\u4e00\u5217\u4e2d\u7684\u503c\u3002 \u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a d […]<\/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-4063","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"\nPandas\uff1a\u6839\u636e\u53e6\u4e00\u5217\u63d0\u53d6\u4e00\u5217\u7684\u503c - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u6839\u636e\u53e6\u4e00\u5217\u5c06\u5217\u503c\u63d0\u53d6\u5230 pandas DataFrame \u4e2d\uff0c\u5305\u62ec\u793a\u4f8b\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/cn\/pandas-\u6839\u636e\u53e6\u4e00\u5217\u63d0\u53d6\u5217\u503c\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas\uff1a\u6839\u636e\u53e6\u4e00\u5217\u63d0\u53d6\u4e00\u5217\u7684\u503c - 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