{"id":2374,"date":"2023-07-22T13:41:48","date_gmt":"2023-07-22T13:41:48","guid":{"rendered":"https:\/\/statorials.org\/cn\/seaborn-%e5%a0%86%e7%a7%af%e6%9d%a1%e5%bd%a2%e5%9b%be\/"},"modified":"2023-07-22T13:41:48","modified_gmt":"2023-07-22T13:41:48","slug":"seaborn-%e5%a0%86%e7%a7%af%e6%9d%a1%e5%bd%a2%e5%9b%be","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/seaborn-%e5%a0%86%e7%a7%af%e6%9d%a1%e5%bd%a2%e5%9b%be\/","title":{"rendered":"\u5982\u4f55\u5728 seaborn \u4e2d\u521b\u5efa\u5806\u79ef\u6761\u5f62\u56fe\uff08\u9010\u6b65\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u5806\u79ef\u6761\u5f62\u56fe<\/strong>\u662f\u4e00\u79cd\u56fe\u8868\u7c7b\u578b\uff0c\u5b83\u4f7f\u7528\u5206\u4e3a\u591a\u4e2a\u5b50\u6761\u7684\u6761\u5f62\u56fe\u6765\u540c\u65f6\u53ef\u89c6\u5316\u591a\u4e2a\u53d8\u91cf\u7684\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u5982\u4f55\u4f7f\u7528<a href=\"https:\/\/seaborn.pydata.org\/\" target=\"_blank\" rel=\"noopener\">Seaborn<\/a>\u6570\u636e\u53ef\u89c6\u5316\u5305\u5728 Python \u4e2d\u521b\u5efa\u4ee5\u4e0b\u5806\u79ef\u6761\u5f62\u56fe\u7684\u5206\u6b65\u793a\u4f8b\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-21450\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/empile2.png\" alt=\"Seaborn\u4e2d\u7684\u5806\u79ef\u6761\u5f62\u56fe\" width=\"517\" height=\"375\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 1 \u6b65\uff1a\u521b\u5efa\u6570\u636e<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u6211\u4eec\u521b\u5efa\u4ee5\u4e0b pandas DataFrame\uff0c\u663e\u793a\u9910\u5385\u5468\u4e00\u5230\u5468\u4e94\u65e9\u4e0a\u548c\u665a\u4e0a\u63a5\u5f85\u7684\u987e\u5ba2\u603b\u6570\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;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">Day<\/span> ': ['Mon', 'Tue', 'Wed', 'Thur', 'Fri'],\n                   ' <span style=\"color: #ff0000;\">Morning<\/span> ': [44, 46, 49, 59, 54],\n                   ' <span style=\"color: #ff0000;\">Evening<\/span> ': [33, 46, 50, 49, 60]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tDay Morning Evening\n0 My 44 33\n1 Kills 46 46\n2 Wed 49 50\n3 Thur 59 49\n4 Fri 54 60\n<\/span><\/span><\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 2 \u6b65\uff1a\u521b\u5efa\u5806\u79ef\u6761\u5f62\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u521b\u5efa\u4e00\u4e2a\u5806\u79ef\u6761\u5f62\u56fe\u6765\u53ef\u89c6\u5316\u6bcf\u5929\u7684\u5ba2\u6237\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: #008000;\">import<\/span> matplotlib.pyplot <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#set seaborn plotting aesthetics\n<\/span>sns. <span style=\"color: #3366ff;\">set<\/span> (style=' <span style=\"color: #ff0000;\">white<\/span> ')\n\n<span style=\"color: #008080;\">#create stacked bar chart\n<\/span>df. <span style=\"color: #3366ff;\">set_index<\/span> (' <span style=\"color: #ff0000;\">Day<\/span> '). <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">bar<\/span> ', stacked= <span style=\"color: #008000;\">True<\/span> , color=[' <span style=\"color: #ff0000;\">steelblue<\/span> ', ' <span style=\"color: #ff0000;\">red<\/span> '])\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-21449 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/empile1.png\" alt=\"\" width=\"512\" height=\"369\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X \u8f74\u663e\u793a\u661f\u671f\u51e0\uff0c\u6761\u5f62\u663e\u793a\u6bcf\u5929\u65e9\u4e0a\u548c\u665a\u4e0a\u8bbf\u95ee\u9910\u5385\u7684\u987e\u5ba2\u6570\u91cf\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 3 \u6b65\uff1a\u81ea\u5b9a\u4e49\u5806\u79ef\u6761\u5f62\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u5982\u4f55\u6dfb\u52a0\u8f74\u6807\u9898\u3001\u6dfb\u52a0\u5168\u5c40\u6807\u9898\u4ee5\u53ca\u65cb\u8f6c X \u8f74\u6807\u7b7e\u4ee5\u4f7f\u5176\u66f4\u6613\u4e8e\u9605\u8bfb\uff1a<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib.pyplot <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#set seaborn plotting aesthetics\n<\/span>sns. <span style=\"color: #3366ff;\">set<\/span> (style=' <span style=\"color: #ff0000;\">white<\/span> ')\n\n<span style=\"color: #008080;\">#create stacked bar chart\n<\/span>df. <span style=\"color: #3366ff;\">set_index<\/span> (' <span style=\"color: #ff0000;\">Day<\/span> '). <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">bar<\/span> ', stacked= <span style=\"color: #008000;\">True<\/span> , color=[' <span style=\"color: #ff0000;\">steelblue<\/span> ', ' <span style=\"color: #ff0000;\">red<\/span> '])\n\n<span style=\"color: #008080;\">#add overall title\n<\/span>plt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #ff0000;\">Customers by Time &amp; Day of Week<\/span> ', fontsize= <span style=\"color: #008000;\">16<\/span> )\n\n<span style=\"color: #008080;\">#add axis titles\n<\/span>plt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Day of Week<\/span> ')\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Number of Customers<\/span> ')\n\n<span style=\"color: #008080;\">#rotate x-axis labels\n<\/span>plt. <span style=\"color: #3366ff;\">xticks<\/span> (rotation= <span style=\"color: #008000;\">45<\/span> )\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-21450\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/empile2.png\" alt=\"Seaborn\u4e2d\u7684\u5806\u79ef\u6761\u5f62\u56fe\" width=\"517\" height=\"375\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a\u6211\u4eec\u5c06\u6b64\u56fe\u7684\u6d77\u6d0b\u98ce\u683c\u8bbe\u7f6e\u4e3a\u201c\u767d\u8272\u201d\uff0c\u4f46\u60a8\u53ef\u4ee5\u5728<a href=\"https:\/\/seaborn.pydata.org\/tutorial\/aesthetics.html\" target=\"_blank\" rel=\"noopener\">\u6b64\u9875\u9762<\/a>\u4e0a\u627e\u5230\u6d77\u6d0b\u56fe\u7f8e\u5b66\u7684\u5b8c\u6574\u5217\u8868\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\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728 Seaborn \u4e2d\u521b\u5efa\u5176\u4ed6\u5e38\u89c1\u53ef\u89c6\u5316\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u6d77\u6d0b\u5361\u95e8\u57f9\u5c14\u5976\u916a\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Seaborn \u4e2d\u521b\u5efa\u997c\u56fe<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5e0c\u535a\u6069\u65f6\u95f4\u8868\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Seaborn \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\u56fe<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6d77\u6d0b\u533a\u57df\u5730\u56fe\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Seaborn \u4e2d\u521b\u5efa\u9762\u79ef\u56fe<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5806\u79ef\u6761\u5f62\u56fe\u662f\u4e00\u79cd\u56fe\u8868\u7c7b\u578b\uff0c\u5b83\u4f7f\u7528\u5206\u4e3a\u591a\u4e2a\u5b50\u6761\u7684\u6761\u5f62\u56fe\u6765\u540c\u65f6\u53ef\u89c6\u5316\u591a\u4e2a\u53d8\u91cf\u7684\u503c\u3002 \u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u5982\u4f55\u4f7f\u7528Seabo [&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-2374","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>\u5982\u4f55\u5728 Seaborn \u4e2d\u521b\u5efa\u5806\u79ef\u6761\u5f62\u56fe\uff08\u9010\u6b65\uff09- Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u4f7f\u7528 Python \u4e2d\u7684 Seaborn \u6570\u636e\u53ef\u89c6\u5316\u5305\u521b\u5efa\u5806\u79ef\u6761\u5f62\u56fe\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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