{"id":4071,"date":"2023-07-13T19:32:01","date_gmt":"2023-07-13T19:32:01","guid":{"rendered":"https:\/\/statorials.org\/cn\/seaborn-%e7%9b%92%e9%a1%bb%e7%9a%84%e9%a2%9c%e8%89%b2\/"},"modified":"2023-07-13T19:32:01","modified_gmt":"2023-07-13T19:32:01","slug":"seaborn-%e7%9b%92%e9%a1%bb%e7%9a%84%e9%a2%9c%e8%89%b2","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/seaborn-%e7%9b%92%e9%a1%bb%e7%9a%84%e9%a2%9c%e8%89%b2\/","title":{"rendered":"\u5982\u4f55\u5728 seaborn boxplot \u4e2d\u63a7\u5236\u989c\u8272"},"content":{"rendered":"

<\/p>\n

\n

\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u63a7\u5236\u6d77\u6d0b\u7bb1\u7ebf\u56fe\u7684\u989c\u8272\uff1a<\/span><\/p>\n

\u65b9\u6cd5 1\uff1a\u4f7f\u7528\u7279\u5b9a\u989c\u8272<\/strong><\/span><\/p>\n

 sns. boxplot<\/span> (x=' group_var<\/span> ', y=' values_var<\/span> ', data=df, color=' red<\/span> ')<\/strong><\/pre>\n
\u65b9\u6cd5 2\uff1a\u4f7f\u7528\u7279\u5b9a\u989c\u8272\u5217\u8868<\/strong><\/span><\/p>\n
 my_colors = {' group1<\/span> ': ' purple<\/span> ', ' group2<\/span> ': ' pink<\/span> ', ' group3<\/span> ': ' gold<\/span> '}\n\nsns. boxplot<\/span> (x=' group_var<\/span> ', y=' values_var<\/span> ', data=df, palette=my_colors)<\/strong>\n<\/pre>\n
\u65b9\u6cd5 3\uff1a<\/b>\u7a81\u51fa\u663e\u793a<\/b><\/span>\u7279\u5b9a\u7ec4<\/b><\/span><\/p>\n
 my_colors = {x: ' pink<\/span> ' if<\/span> x ==<\/span> ' group2<\/span> ' else<\/span> ' gray<\/span> ' for<\/span> x in<\/span> df. group<\/span> . single<\/span> ()}\n\nsns. boxplot<\/span> (x=' group_var<\/span> ', y=' values_var<\/span> ', data=df, palette=my_colors)<\/strong><\/pre>\n
\u65b9\u6cd5 4\uff1a\u4f7f\u7528 Seaborn \u8c03\u8272\u677f<\/strong><\/span><\/p>\n
 sns. boxplot<\/span> (x=' group_var<\/span> ', y=' values_var<\/span> ', data=df, palette=' Greens<\/span> ')<\/strong><\/pre>\n
\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6bcf\u79cd\u65b9\u6cd5\uff0c\u4e0b\u9762\u7684 pandas DataFrame \u663e\u793a\u4e86\u6765\u81ea\u4e09\u4e2a\u4e0d\u540c\u7403\u961f\u7684\u7bee\u7403\u8fd0\u52a8\u5458\u7684\u5f97\u5206\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', 'A', 'B', 'B', 'B',\n                            'B', 'B', 'C', 'C', 'C', 'C', 'C'],\n                   ' points<\/span> ': [3, 4, 6, 8, 9, 10, 13, 16, 18, 20, 8, 9, 12, 13, 15]})\n\n#view head of DataFrame\n<\/span>print<\/span> ( df.head<\/span> ())\n\n  team points\n0 to 3\n1 to 4\n2 to 6\n3 to 8\n4 to 9\n<\/strong><\/pre>\n
\u793a\u4f8b 1\uff1a\u4f7f\u7528\u7279\u5b9a\u989c\u8272<\/strong><\/span><\/h2>\n
\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u521b\u5efa\u7bb1\u7ebf\u56fe\u6765\u53ef\u89c6\u5316\u6bcf\u4e2a\u56e2\u961f\u7684\u70b9\u5206\u5e03\uff0c\u5e76\u4e3a\u6bcf\u4e2a\u7bb1\u7ebf\u56fe\u4f7f\u7528\u7ea2\u8272<\/strong>\uff1a<\/span> <\/p>\n
 import<\/span> seaborn as<\/span> sns\n\n#create boxplots and use red for each box\n<\/span>sns. boxplot<\/span> (x=' team<\/span> ', y=' points<\/span> ', data=df, color=' red<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n
\"\"<\/p>\n
\u8bf7\u6ce8\u610f\uff0c\u6bcf\u4e2a\u7bb1\u7ebf\u56fe\u90fd\u6709\u7ea2\u8272\u3002<\/span><\/p>\n
\u793a\u4f8b 2\uff1a\u4f7f\u7528\u7279\u5b9a\u989c\u8272\u5217\u8868<\/strong><\/span><\/h2>\n
\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u521b\u5efa\u7bb1\u7ebf\u56fe\u6765\u53ef\u89c6\u5316\u6bcf\u4e2a\u56e2\u961f\u7684\u5206\u6570\u5206\u5e03\uff0c\u5e76\u4f7f\u7528\u7d2b\u8272<\/strong>\u3001\u7c89\u8272<\/strong>\u548c\u91d1\u8272<\/strong>\uff1a<\/span> <\/p>\n
 import<\/span> seaborn as<\/span> sns\n\n#specify colors to use\n<\/span>my_colors = {' A<\/span> ': ' purple<\/span> ', ' B<\/span> ': ' pink<\/span> ', ' C<\/span> ': ' gold<\/span> '}\n\n#create boxplots using specific colors for each team\n<\/span>sns. boxplot<\/span> (x=' team<\/span> ', y=' points<\/span> ', data=df, palette=my_colors)\n<\/span><\/span><\/strong><\/pre>\n
\"Seaborn\u63a7\u5236\u76d2\u989c\u8272\"<\/p>\n
\u8bf7\u6ce8\u610f\uff0c\u6bcf\u4e2a\u7bb1\u7ebf\u56fe\u90fd\u6709\u6211\u4eec\u5728\u540d\u4e3amy_colors<\/strong>\u7684\u5b57\u5178\u4e2d\u6307\u5b9a\u7684\u989c\u8272\u3002<\/span><\/p>\n
\u793a\u4f8b 3\uff1a\u7a81\u51fa\u663e\u793a\u7279\u5b9a\u7ec4<\/strong><\/span><\/h2>\n
\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u4ee5\u7c89\u7ea2\u8272\u7a81\u51fa\u663e\u793a B \u961f\u7684\u7bb1\u7ebf\u56fe\uff0c\u5e76\u8ba9\u6240\u6709\u5176\u4ed6\u7bb1\u7ebf\u56fe\u4e3a\u7070\u8272\uff1a<\/span> <\/p>\n
 import<\/span> seaborn as<\/span> sns\n\n#specify one group to highlight in pink<\/span>\nmy_colors = {x: ' pink<\/span> ' if<\/span> x ==<\/span> ' B<\/span> ' else<\/span> ' gray<\/span> ' for<\/span> x in<\/span> df. team<\/span> . single<\/span> ()}\n\n#create boxplots and highlight team B\n<\/span>sns. boxplot<\/span> (x=' team<\/span> ', y=' points<\/span> ', data=df, palette=my_colors)\n<\/span><\/span><\/strong><\/pre>\n
\"Seaborn<\/p>\n
\u8bf7\u6ce8\u610f\uff0cB \u7ec4\u4ee5\u7c89\u8272\u7a81\u51fa\u663e\u793a\uff0c\u6240\u6709\u5176\u4ed6\u7bb1\u7ebf\u56fe\u5747\u4e3a\u7070\u8272\uff0c\u6b63\u5982\u6211\u4eec\u5728my_colors<\/strong>\u4e2d\u6307\u5b9a\u7684\u90a3\u6837\u3002<\/span><\/p>\n
\u793a\u4f8b 4\uff1a\u4f7f\u7528 Seaborn \u8c03\u8272\u677f<\/strong><\/span><\/h2>\n
\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528 Seaborn\u201cGreens\u201d\u8c03\u8272\u677f\u4e3a\u7bb1\u7ebf\u56fe\u4e2d\u7684\u6bcf\u4e2a\u6846\u4f7f\u7528\u4e0d\u540c\u6df1\u6d45\u7684\u7eff\u8272\uff1a<\/span> <\/p>\n
 import<\/span> seaborn as<\/span> sns\n\n#create boxplots and use 'Greens' color palette\n<\/span>sns. boxplot<\/span> (x=' team<\/span> ', y=' points<\/span> ', data=df, palette=' Greens<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n
\"\"<\/p>\n
\u8bf7\u6ce8\u610f\uff0c\u6bcf\u4e2a\u7bb1\u7ebf\u56fe\u90fd\u662f\u72ec\u7279\u7684\u7eff\u8272\u9634\u5f71\u3002<\/span><\/p>\n
\u6ce8\u610f<\/strong>\uff1a\u60a8\u53ef\u4ee5\u5728\u6b64\u5904<\/a>\u627e\u5230 Seaborn \u8c03\u8272\u677f\u7684\u5b8c\u6574\u5217\u8868\u3002<\/span><\/p>\n
\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\n
\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728seaborn\u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u529f\u80fd\uff1a<\/span><\/p>\n
 \u5982\u4f55\u4ece Seaborn \u7bb1\u7ebf\u56fe\u4e2d\u5220\u9664\u5f02\u5e38\u503c<\/a>
\u5982\u4f55\u5728 Seaborn \u4e2d\u521b\u5efa\u591a\u5217\u7bb1\u7ebf\u56fe<\/a>
\u5982\u4f55\u5728 Seaborn \u4e2d\u5bf9 x \u8f74\u4e0a\u7684\u7bb1\u7ebf\u56fe\u8fdb\u884c\u6392\u5e8f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u63a7\u5236\u6d77\u6d0b\u7bb1\u7ebf\u56fe\u7684\u989c\u8272\uff1a \u65b9\u6cd5 1\uff1a\u4f7f\u7528\u7279\u5b9a\u989c\u8272 sns. boxplot (x=’ gro […]<\/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-4071","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"\n\u5982\u4f55\u5728 Seaborn Boxplot \u4e2d\u63a7\u5236\u989c\u8272 - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u51e0\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u63a7\u5236\u6d77\u6d0b\u7bb1\u7ebf\u56fe\u4e2d\u4f7f\u7528\u7684\u989c\u8272\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\/seaborn-\u76d2\u987b\u7684\u989c\u8272\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u5728 Seaborn Boxplot \u4e2d\u63a7\u5236\u989c\u8272 - 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