{"id":4306,"date":"2023-07-12T03:45:46","date_gmt":"2023-07-12T03:45:46","guid":{"rendered":"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/"},"modified":"2023-07-12T03:45:46","modified_gmt":"2023-07-12T03:45:46","slug":"pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/","title":{"rendered":"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\u5728 pandas \u4e2d\u521b\u5efa\u6761\u5f62\u56fe\uff0c\u5176\u4e2d\u4ec5\u5305\u542b\u7279\u5b9a\u5217\u4e2d\u6700\u5e38\u89c1\u7684 10 \u4e2a\u503c\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: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#find values with top 10 occurrences in 'my_column'\n<\/span>top_10 = (df[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">value_counts<\/span> ()). <span style=\"color: #3366ff;\">iloc<\/span> [:10]\n\n<span style=\"color: #008080;\">#create bar chart to visualize top 10 values\n<\/span>top_10. <span style=\"color: #3366ff;\">plot<\/span> (kind='bar')\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6b64\u8bed\u6cd5\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u5728 Pandas \u4e2d\u521b\u5efa\u6761\u5f62\u56fe\u4ee5\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b pandas DataFrame\uff0c\u5176\u4e2d\u5305\u542b\u6709\u5173\u7403\u961f\u540d\u79f0\u548c 500 \u540d\u4e0d\u540c\u7bee\u7403\u8fd0\u52a8\u5458\u5f97\u5206\u7684\u4fe1\u606f\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: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">from<\/span> string <span style=\"color: #008000;\">import<\/span> ascii_uppercase\n<span style=\"color: #008000;\">import<\/span> random\n<span style=\"color: #008000;\">from<\/span> random <span style=\"color: #008000;\">import<\/span> choice\n\n<span style=\"color: #008080;\">#make this example reproducible\n<\/span>random. <span style=\"color: #3366ff;\">seeds<\/span> (1)\nn.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': [choice(ascii_uppercase) <span style=\"color: #008000;\">for<\/span> _ <span style=\"color: #008000;\">in<\/span> range(500)],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">uniform<\/span> (0, 20, 500)})\n\n<span style=\"color: #008080;\">#view first five rows of DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.head<\/span> ())\n\n  team points\n0 E 8.340440\n1 S 14.406490\n2 Z 0.002287\n3 Y 6.046651\n4 C 2.935118<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u521b\u5efa\u4e00\u4e2a\u6761\u5f62\u56fe\uff0c\u663e\u793a<strong>\u56e2\u961f<\/strong>\u5217\u4e2d\u51fa\u73b0\u9891\u7387\u6700\u9ad8\u7684 10 \u4e2a\u503c\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#find teams with top 10 occurrences\n<\/span>top_10_teams = (df[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">value_counts<\/span> ()).[:10]\n\n<span style=\"color: #008080;\">#create bar chart of top 10 teams\n<\/span>top_10_teams. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">bar<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33884 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bartop1.jpg\" alt=\"\" width=\"511\" height=\"379\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6761\u5f62\u56fe\u4ec5\u5305\u542b 10 \u4e2a\u6700\u5e38\u51fa\u73b0\u7684\u56e2\u961f\u7684\u540d\u79f0\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">x \u8f74\u663e\u793a\u56e2\u961f\u540d\u79f0\uff0cy \u8f74\u663e\u793a\u9891\u7387\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u81ea\u5b9a\u4e49\u7ed8\u56fe\uff0c\u4f7f\u5176\u66f4\u52a0\u7f8e\u89c2\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#find teams with top 10 occurrences\n<\/span>top_10_teams = (df[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">value_counts<\/span> ()).[:10]\n\n<span style=\"color: #008080;\">#create bar chart of top 10 teams\n<\/span>top_10_teams. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">bar<\/span> ', edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ', rot=0)\n\n<span style=\"color: #008080;\">#add axis labels<\/span><\/strong>\n<strong>plt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Team<\/span> ')\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Frequency<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33885 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bartop2.jpg\" alt=\"\" width=\"522\" height=\"404\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c <strong>edgecolor<\/strong>\u53c2\u6570\u5728\u6bcf\u4e2a\u6761\u5f62\u5468\u56f4\u6dfb\u52a0\u4e86\u9ed1\u8272\u8fb9\u6846\uff0c\u800c<strong>rot<\/strong>\u53c2\u6570\u5c06 x \u8f74\u6807\u7b7e\u65cb\u8f6c 90 \u5ea6\uff0c\u4ee5\u4f7f\u5b83\u4eec\u66f4\u6613\u4e8e\u9605\u8bfb\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\/pandas-\u5806\u79ef\u6761\u5f62\u56fe\/\" target=\"_blank\" rel=\"noopener\">Pandas\uff1a\u5982\u4f55\u521b\u5efa\u5806\u79ef\u6761\u5f62\u56fe<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-\u6ce8\u91ca\u6761\u5f62\u56fe\/\" target=\"_blank\" rel=\"noopener\">Pandas\uff1a\u5982\u4f55\u5728\u6761\u5f62\u56fe\u4e2d\u6ce8\u91ca\u6761\u5f62<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/pandas-\u591a\u67f1\u5f62\u56fe\/\" target=\"_blank\" rel=\"noopener\">Pandas\uff1a\u5982\u4f55\u5728\u6761\u5f62\u56fe\u4e0a\u7ed8\u5236\u591a\u5217<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\u5728 pandas \u4e2d\u521b\u5efa\u6761\u5f62\u56fe\uff0c\u5176\u4e2d\u4ec5\u5305\u542b\u7279\u5b9a\u5217\u4e2d\u6700\u5e38\u89c1\u7684 10 \u4e2a\u503c\uff1a import  [&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-4306","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>Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316 pandas DataFrame \u7279\u5b9a\u5217\u4e2d 10 \u4e2a\u6700\u5e38\u89c1\u7684\u503c\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-\u6761\u5f62\u56fe\u524d-10-\u540d\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c - Statorials\" \/>\n<meta property=\"og:description\" content=\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316 pandas DataFrame \u7279\u5b9a\u5217\u4e2d 10 \u4e2a\u6700\u5e38\u89c1\u7684\u503c\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/cn\/pandas-\u6761\u5f62\u56fe\u524d-10-\u540d\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-12T03:45:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bartop1.jpg\" \/>\n<meta name=\"author\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/\",\"url\":\"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/\",\"name\":\"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/cn\/#website\"},\"datePublished\":\"2023-07-12T03:45:46+00:00\",\"dateModified\":\"2023-07-12T03:45:46+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\"},\"description\":\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316 pandas DataFrame \u7279\u5b9a\u5217\u4e2d 10 \u4e2a\u6700\u5e38\u89c1\u7684\u503c\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/cn\/#website\",\"url\":\"https:\/\/statorials.org\/cn\/\",\"name\":\"Statorials\",\"description\":\"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/cn\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\",\"name\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\"},\"description\":\"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a\",\"sameAs\":[\"https:\/\/statorials.org\/cn\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c - Statorials","description":"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316 pandas DataFrame \u7279\u5b9a\u5217\u4e2d 10 \u4e2a\u6700\u5e38\u89c1\u7684\u503c\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/cn\/pandas-\u6761\u5f62\u56fe\u524d-10-\u540d\/","og_locale":"zh_CN","og_type":"article","og_title":"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c - Statorials","og_description":"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316 pandas DataFrame \u7279\u5b9a\u5217\u4e2d 10 \u4e2a\u6700\u5e38\u89c1\u7684\u503c\u3002","og_url":"https:\/\/statorials.org\/cn\/pandas-\u6761\u5f62\u56fe\u524d-10-\u540d\/","og_site_name":"Statorials","article_published_time":"2023-07-12T03:45:46+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bartop1.jpg"}],"author":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/","url":"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/","name":"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/cn\/#website"},"datePublished":"2023-07-12T03:45:46+00:00","dateModified":"2023-07-12T03:45:46+00:00","author":{"@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261"},"description":"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316 pandas DataFrame \u7279\u5b9a\u5217\u4e2d 10 \u4e2a\u6700\u5e38\u89c1\u7684\u503c\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/cn\/pandas-%e6%9d%a1%e5%bd%a2%e5%9b%be%e5%89%8d-10-%e5%90%8d\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/cn\/"},{"@type":"ListItem","position":2,"name":"Pandas\uff1a\u5982\u4f55\u521b\u5efa\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u524d 10 \u4e2a\u503c"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/cn\/#website","url":"https:\/\/statorials.org\/cn\/","name":"Statorials","description":"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/cn\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261","name":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a"},"description":"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a","sameAs":["https:\/\/statorials.org\/cn"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/4306","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/comments?post=4306"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/4306\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/media?parent=4306"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/categories?post=4306"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/tags?post=4306"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}