{"id":2183,"date":"2023-07-23T08:49:30","date_gmt":"2023-07-23T08:49:30","guid":{"rendered":"https:\/\/statorials.org\/cn\/pandas-%e5%8f%aa%e8%83%bd%e6%af%94%e8%be%83%e5%85%b7%e6%9c%89%e7%9b%b8%e5%90%8c%e6%a0%87%e7%ad%be%e7%9a%84%e5%ba%8f%e5%88%97%e5%af%b9%e8%b1%a1\/"},"modified":"2023-07-23T08:49:30","modified_gmt":"2023-07-23T08:49:30","slug":"pandas-%e5%8f%aa%e8%83%bd%e6%af%94%e8%be%83%e5%85%b7%e6%9c%89%e7%9b%b8%e5%90%8c%e6%a0%87%e7%ad%be%e7%9a%84%e5%ba%8f%e5%88%97%e5%af%b9%e8%b1%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/pandas-%e5%8f%aa%e8%83%bd%e6%af%94%e8%be%83%e5%85%b7%e6%9c%89%e7%9b%b8%e5%90%8c%e6%a0%87%e7%ad%be%e7%9a%84%e5%ba%8f%e5%88%97%e5%af%b9%e8%b1%a1\/","title":{"rendered":"\u5982\u4f55\u4fee\u590d\uff1a\u53ea\u80fd\u6bd4\u8f83\u5177\u6709\u76f8\u540c\u6807\u7b7e\u7684\u4e32\u884c\u5bf9\u8c61"},"content":{"rendered":"

<\/p>\n

\n

\u4f7f\u7528 pandas \u65f6\u53ef\u80fd\u9047\u5230\u7684\u9519\u8bef\u662f\uff1a<\/span><\/p>\n

 ValueError<\/span> : Can only compare identically-labeled DataFrame objects\n<\/strong><\/pre>\n
\u5f53\u60a8\u5c1d\u8bd5\u6bd4\u8f83\u4e24\u4e2a pandas DataFrame \u5e76\u4e14\u7d22\u5f15\u6807\u7b7e\u6216\u5217\u6807\u7b7e\u4e0d\u5b8c\u5168\u5339\u914d\u65f6\uff0c\u4f1a\u53d1\u751f\u6b64\u9519\u8bef\u3002<\/span><\/p>\n
\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u7ea0\u6b63\u6b64\u9519\u8bef\u3002<\/span><\/p>\n
\u5982\u4f55\u91cd\u73b0\u9519\u8bef<\/strong><\/span><\/h3>\n
\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b\u4e24\u4e2a panda DataFrame\uff1a<\/span><\/p>\n
 import<\/span> pandas as<\/span> pd\n\n#define DataFrames\ndf1 = pd. DataFrame<\/span> ({' points<\/span> ': [25, 12, 15, 14],\n                   ' assists<\/span> ': [5, 7, 13, 12]})\n\ndf2 = pd. DataFrame<\/span> ({' points<\/span> ': [25, 12, 15, 14],\n                    ' assists<\/span> ': [5, 7, 13, 12]},\n                     index=[3, 2, 1, 0])\n\n#view DataFrames\n<\/span>print<\/span> (df1)\n\n   assist points\n0 25 5\n1 12 7\n2 15 13\n3 14 12\n\nprint<\/span> (df2)\n\n   assist points\n3 25 5\n2 12 7\n1 15 13\n0 14 12<\/span><\/span><\/strong><\/pre>\n
\u8bf7\u6ce8\u610f\uff0c\u5217\u6807\u7b7e\u5339\u914d\uff0c\u4f46\u7d22\u5f15\u6807\u7b7e\u4e0d\u5339\u914d\u3002<\/span><\/p>\n
\u5982\u679c\u6211\u4eec\u5c1d\u8bd5\u6bd4\u8f83\u4e24\u4e2a DataFrame\uff0c\u6211\u4eec\u5c06\u6536\u5230\u9519\u8bef\uff1a<\/span><\/p>\n
 #attempt to compare the DataFrames\ndf1 = df2\n\nValueError<\/span> : Can only compare identically-labeled DataFrame objects\n<\/span><\/span><\/strong><\/pre>\n
\u5982\u4f55\u4fee\u590d\u9519\u8bef<\/strong><\/span><\/h3>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u51e0\u79cd\u65b9\u6cd5\u6765\u89e3\u51b3\u6b64\u9519\u8bef\u3002<\/span><\/span><\/p>\n
\u65b9\u6cd51\uff1a\u6bd4\u8f83DataFrames\uff08\u5305\u62ec\u7d22\u5f15\u6807\u7b7e\uff09<\/strong><\/span><\/p>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u6765\u6bd4\u8f83\u4e24\u4e2a DataFrame\uff0c\u770b\u770b\u5b83\u4eec\u662f\u5426\u5b8c\u7f8e\u5339\u914d\uff08\u5305\u62ec\u7d22\u5f15\u6807\u7b7e\uff09\uff1a<\/span><\/p>\n
 df1. equals<\/span> (df2)\n\nFalse<\/span>\n<\/span><\/strong><\/pre>\n
\u8fd9\u544a\u8bc9\u6211\u4eec\u4e24\u4e2a DataFrame \u5e76\u4e0d\u5b8c\u5168\u5339\u914d\uff08\u5305\u62ec\u7d22\u5f15\u6807\u7b7e\uff09\u3002<\/span><\/p>\n
\u65b9\u6cd5 2\uff1a\u6bd4\u8f83 DataFrame\uff08\u5ffd\u7565\u7d22\u5f15\u6807\u7b7e\uff09<\/strong><\/span><\/p>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u6765\u6bd4\u8f83\u4e24\u4e2a DataFrame\uff0c\u770b\u770b\u5b83\u4eec\u662f\u5426\u5b8c\u7f8e\u5339\u914d\uff0c\u540c\u65f6\u5b8c\u5168\u5ffd\u7565\u7d22\u5f15\u6807\u7b7e\uff1a<\/span><\/p>\n
 df1. reset_index<\/span> (drop= True<\/span> ). equals<\/span> ( df2.reset_index<\/span> (drop= True<\/span> ))\n<\/span>\nTrue<\/span><\/span><\/strong><\/pre>\n
\u8fd9\u544a\u8bc9\u6211\u4eec\u4e24\u4e2a DataFrame \u5b8c\u7f8e\u5339\u914d\uff08\u5ffd\u7565\u7d22\u5f15\u6807\u7b7e\uff09\u3002<\/span><\/p>\n
\u65b9\u6cd53\uff1a\u9010\u884c\u6bd4\u8f83DataFrame<\/strong><\/span><\/p>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u9010\u884c\u6bd4\u8f83\u4e24\u4e2aDataFrame\uff0c\u770b\u770b\u54ea\u4e9b\u884c\u503c\u5339\u914d\uff1a<\/span><\/p>\n
 df1. reset_index<\/span> (drop= True<\/span> ) == df2. reset_index<\/span> (drop= True<\/span> )<\/span>\n\n      assist points\n0 True<\/span> True\n1 True<\/span> True\n2 True<\/span> True\n3 True<\/span> True<\/span><\/span><\/strong><\/pre>\n
\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u67e5\u770b\u6bcf\u884c\u4e2d\u6709\u54ea\u4e9b\u503c\u5339\u914d\u3002<\/span><\/p>\n
\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n
\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u4fee\u590d Python \u4e2d\u7684\u5176\u4ed6\u5e38\u89c1\u9519\u8bef\uff1a<\/span><\/p>\n
\u5982\u4f55\u4fee\u590d Pandas \u4e2d\u7684 KeyError<\/a>
 \u5982\u4f55\u4fee\u590d\uff1aValueError\uff1a\u65e0\u6cd5\u5c06 float NaN \u8f6c\u6362\u4e3a int<\/a>
 \u5982\u4f55\u4fee\u590d\uff1aValueError\uff1a\u64cd\u4f5c\u6570\u65e0\u6cd5\u4e0e\u5f62\u72b6\u4e00\u8d77\u5e7f\u64ad<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u4f7f\u7528 pandas \u65f6\u53ef\u80fd\u9047\u5230\u7684\u9519\u8bef\u662f\uff1a ValueError : Can only compare iden […]<\/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-2183","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"\n\u5982\u4f55\u4fee\u590d\uff1a\u53ea\u80fd\u6bd4\u8f83\u76f8\u540c\u6807\u7b7e\u7684\u7cfb\u5217\u5bf9\u8c61 - Stology<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u4fee\u590d pandas \u4e2d\u7684\u4ee5\u4e0b\u9519\u8bef\uff1a\u53ea\u80fd\u6bd4\u8f83\u76f8\u540c\u6807\u7b7e\u7684\u4e32\u884c\u5bf9\u8c61\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-\u53ea\u80fd\u6bd4\u8f83\u5177\u6709\u76f8\u540c\u6807\u7b7e\u7684\u5e8f\u5217\u5bf9\u8c61\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u4fee\u590d\uff1a\u53ea\u80fd\u6bd4\u8f83\u76f8\u540c\u6807\u7b7e\u7684\u7cfb\u5217\u5bf9\u8c61 - 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