{"id":4070,"date":"2023-07-13T19:32:01","date_gmt":"2023-07-13T19:32:01","guid":{"rendered":"https:\/\/statorials.org\/th\/%e0%b8%aa%e0%b8%b5%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%ab%e0%b8%99%e0%b8%a7%e0%b8%94%e0%b8%81%e0%b8%a5%e0%b9%88%e0%b8%ad%e0%b8%87%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5\/"},"modified":"2023-07-13T19:32:01","modified_gmt":"2023-07-13T19:32:01","slug":"%e0%b8%aa%e0%b8%b5%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%ab%e0%b8%99%e0%b8%a7%e0%b8%94%e0%b8%81%e0%b8%a5%e0%b9%88%e0%b8%ad%e0%b8%87%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5","status":"publish","type":"post","link":"https:\/\/statorials.org\/th\/%e0%b8%aa%e0%b8%b5%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%ab%e0%b8%99%e0%b8%a7%e0%b8%94%e0%b8%81%e0%b8%a5%e0%b9%88%e0%b8%ad%e0%b8%87%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5\/","title":{"rendered":"\u0e27\u0e34\u0e18\u0e35\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e43\u0e19 seaborn boxplot"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e02\u0e2d\u0e07 Marine Boxplots:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0e27\u0e34\u0e18\u0e35\u0e17\u0e35\u0e48 1: \u0e43\u0e0a\u0e49\u0e2a\u0e35\u0e40\u0e09\u0e1e\u0e32\u0e30<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">group_var<\/span> ', y=' <span style=\"color: #ff0000;\">values_var<\/span> ', data=df, color=' <span style=\"color: #ff0000;\">red<\/span> ')<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0e27\u0e34\u0e18\u0e35\u0e17\u0e35\u0e48 2: \u0e43\u0e0a\u0e49\u0e23\u0e32\u0e22\u0e01\u0e32\u0e23\u0e2a\u0e35\u0e40\u0e09\u0e1e\u0e32\u0e30<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>my_colors = {' <span style=\"color: #ff0000;\">group1<\/span> ': ' <span style=\"color: #ff0000;\">purple<\/span> ', ' <span style=\"color: #ff0000;\">group2<\/span> ': ' <span style=\"color: #ff0000;\">pink<\/span> ', ' <span style=\"color: #ff0000;\">group3<\/span> ': ' <span style=\"color: #ff0000;\">gold<\/span> '}\n\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">group_var<\/span> ', y=' <span style=\"color: #ff0000;\">values_var<\/span> ', data=df, palette=my_colors)<\/strong>\n<\/pre>\n<p> <span style=\"color: #000000;\"><b style=\"color: #000000;\">\u0e27\u0e34\u0e18\u0e35\u0e17\u0e35\u0e48 3:<\/b> <span style=\"color: #000000;\"><b>\u0e40\u0e19\u0e49\u0e19<\/b><\/span> <b style=\"color: #000000;\">\u0e01\u0e25\u0e38\u0e48\u0e21\u0e40\u0e09\u0e1e\u0e32\u0e30<\/b><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>my_colors = {x: ' <span style=\"color: #ff0000;\">pink<\/span> ' <span style=\"color: #008000;\">if<\/span> x <span style=\"color: #993366;\">==<\/span> ' <span style=\"color: #ff0000;\">group2<\/span> ' <span style=\"color: #008000;\">else<\/span> ' <span style=\"color: #ff0000;\">gray<\/span> ' <span style=\"color: #008000;\">for<\/span> x <span style=\"color: #008000;\">in<\/span> df. <span style=\"color: #3366ff;\">group<\/span> . <span style=\"color: #3366ff;\">single<\/span> ()}\n\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">group_var<\/span> ', y=' <span style=\"color: #ff0000;\">values_var<\/span> ', data=df, palette=my_colors)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0e27\u0e34\u0e18\u0e35\u0e17\u0e35\u0e48 4: \u0e43\u0e0a\u0e49\u0e08\u0e32\u0e19\u0e2a\u0e35\u0e0b\u0e35\u0e1a\u0e2d\u0e23\u0e4c\u0e19<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">group_var<\/span> ', y=' <span style=\"color: #ff0000;\">values_var<\/span> ', data=df, palette=' <span style=\"color: #ff0000;\">Greens<\/span> ')<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e41\u0e15\u0e48\u0e25\u0e30\u0e27\u0e34\u0e18\u0e35\u0e43\u0e19\u0e17\u0e32\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34\u0e01\u0e31\u0e1a Pandas DataFrame \u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49 \u0e0b\u0e36\u0e48\u0e07\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e30\u0e41\u0e19\u0e19\u0e17\u0e35\u0e48\u0e1c\u0e39\u0e49\u0e40\u0e25\u0e48\u0e19\u0e1a\u0e32\u0e2a\u0e40\u0e01\u0e47\u0e15\u0e1a\u0e2d\u0e25\u0e08\u0e32\u0e01\u0e2a\u0e32\u0e21\u0e17\u0e35\u0e21\u0e17\u0e33\u0e04\u0e30\u0e41\u0e19\u0e19\u0e44\u0e14\u0e49:<\/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;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'A', 'B', 'B', 'B',\n                            'B', 'B', 'C', 'C', 'C', 'C', 'C'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [3, 4, 6, 8, 9, 10, 13, 16, 18, 20, 8, 9, 12, 13, 15]})\n\n<span style=\"color: #008080;\">#view head of DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">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<h2> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 1: \u0e43\u0e0a\u0e49\u0e2a\u0e35\u0e40\u0e09\u0e1e\u0e32\u0e30<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e23\u0e2b\u0e31\u0e2a\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07 boxplots \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e47\u0e19\u0e20\u0e32\u0e1e\u0e01\u0e32\u0e23\u0e01\u0e23\u0e30\u0e08\u0e32\u0e22\u0e04\u0e30\u0e41\u0e19\u0e19\u0e02\u0e2d\u0e07\u0e41\u0e15\u0e48\u0e25\u0e30\u0e17\u0e35\u0e21 \u0e41\u0e25\u0e30\u0e43\u0e0a\u0e49\u0e2a\u0e35 <strong>\u0e41\u0e14\u0e07<\/strong> \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e41\u0e15\u0e48\u0e25\u0e30 boxplot:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create boxplots and use red for each box\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df, color=' <span style=\"color: #ff0000;\">red<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-32428 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/copain1.png\" alt=\"\" width=\"535\" height=\"398\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0e42\u0e1b\u0e23\u0e14\u0e17\u0e23\u0e32\u0e1a\u0e27\u0e48\u0e32\u0e41\u0e15\u0e48\u0e25\u0e30 boxplot \u0e21\u0e35\u0e2a\u0e35\u0e41\u0e14\u0e07<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 2: \u0e43\u0e0a\u0e49\u0e23\u0e32\u0e22\u0e01\u0e32\u0e23\u0e2a\u0e35\u0e40\u0e09\u0e1e\u0e32\u0e30<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e23\u0e2b\u0e31\u0e2a\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07 boxplots \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e47\u0e19\u0e20\u0e32\u0e1e\u0e01\u0e32\u0e23\u0e01\u0e23\u0e30\u0e08\u0e32\u0e22\u0e04\u0e30\u0e41\u0e19\u0e19\u0e02\u0e2d\u0e07\u0e41\u0e15\u0e48\u0e25\u0e30\u0e17\u0e35\u0e21 \u0e41\u0e25\u0e30\u0e43\u0e0a\u0e49\u0e2a\u0e35 <strong>\u0e21\u0e48\u0e27\u0e07<\/strong> <strong>\u0e0a\u0e21\u0e1e\u0e39<\/strong> \u0e41\u0e25\u0e30 <strong>\u0e17\u0e2d\u0e07<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#specify colors to use\n<\/span>my_colors = {' <span style=\"color: #ff0000;\">A<\/span> ': ' <span style=\"color: #ff0000;\">purple<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> ': ' <span style=\"color: #ff0000;\">pink<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> ': ' <span style=\"color: #ff0000;\">gold<\/span> '}\n\n<span style=\"color: #008080;\">#create boxplots using specific colors for each team\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df, palette=my_colors)\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-32429\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boitecol1.png\" alt=\"\u0e2a\u0e35\u0e01\u0e25\u0e48\u0e2d\u0e07\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e0b\u0e35\u0e1a\u0e2d\u0e23\u0e4c\u0e19\" width=\"553\" height=\"414\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0e42\u0e1b\u0e23\u0e14\u0e17\u0e23\u0e32\u0e1a\u0e27\u0e48\u0e32\u0e41\u0e15\u0e48\u0e25\u0e30 boxplot \u0e21\u0e35\u0e2a\u0e35\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e23\u0e30\u0e1a\u0e38\u0e44\u0e27\u0e49\u0e43\u0e19\u0e1e\u0e08\u0e19\u0e32\u0e19\u0e38\u0e01\u0e23\u0e21\u0e17\u0e35\u0e48\u0e40\u0e23\u0e35\u0e22\u0e01\u0e27\u0e48\u0e32 <strong>my_colors<\/strong><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 3: \u0e40\u0e19\u0e49\u0e19\u0e01\u0e25\u0e38\u0e48\u0e21\u0e43\u0e14\u0e01\u0e25\u0e38\u0e48\u0e21\u0e2b\u0e19\u0e36\u0e48\u0e07<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e23\u0e2b\u0e31\u0e2a\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e44\u0e2e\u0e44\u0e25\u0e15\u0e4c Boxplot \u0e02\u0e2d\u0e07\u0e17\u0e35\u0e21 B \u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e35\u0e0a\u0e21\u0e1e\u0e39 \u0e41\u0e25\u0e30\u0e1b\u0e25\u0e48\u0e2d\u0e22\u0e43\u0e2b\u0e49 Boxplot \u0e2d\u0e37\u0e48\u0e19\u0e46 \u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e35\u0e40\u0e17\u0e32:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#specify one group to highlight in pink<\/span>\nmy_colors = {x: ' <span style=\"color: #ff0000;\">pink<\/span> ' <span style=\"color: #008000;\">if<\/span> x <span style=\"color: #800080;\">==<\/span> ' <span style=\"color: #ff0000;\">B<\/span> ' <span style=\"color: #008000;\">else<\/span> ' <span style=\"color: #ff0000;\">gray<\/span> ' <span style=\"color: #008000;\">for<\/span> x <span style=\"color: #008000;\">in<\/span> df. <span style=\"color: #3366ff;\">team<\/span> . <span style=\"color: #3366ff;\">single<\/span> ()}\n\n<span style=\"color: #008080;\">#create boxplots and highlight team B\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df, palette=my_colors)\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-32430\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boitecol2.png\" alt=\"Seaborn \u0e44\u0e2e\u0e44\u0e25\u0e15\u0e4c\u0e01\u0e25\u0e38\u0e48\u0e21\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e43\u0e19\u0e1a\u0e47\u0e2d\u0e01\u0e0b\u0e4c\u0e1e\u0e25\u0e47\u0e2d\u0e15\" width=\"541\" height=\"405\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0e42\u0e1b\u0e23\u0e14\u0e2a\u0e31\u0e07\u0e40\u0e01\u0e15\u0e27\u0e48\u0e32\u0e17\u0e35\u0e21 B \u0e08\u0e30\u0e16\u0e39\u0e01\u0e40\u0e19\u0e49\u0e19\u0e14\u0e49\u0e27\u0e22\u0e2a\u0e35\u0e0a\u0e21\u0e1e\u0e39 \u0e41\u0e25\u0e30\u0e1a\u0e47\u0e2d\u0e01\u0e0b\u0e4c\u0e1e\u0e25\u0e47\u0e2d\u0e15\u0e2d\u0e37\u0e48\u0e19\u0e46 \u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e35\u0e40\u0e17\u0e32 \u0e15\u0e32\u0e21\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e23\u0e30\u0e1a\u0e38\u0e43\u0e19 <strong>my_colors<\/strong><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 4: \u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e08\u0e32\u0e19\u0e2a\u0e35\u0e0b\u0e35\u0e1a\u0e2d\u0e23\u0e4c\u0e19<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e23\u0e2b\u0e31\u0e2a\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e43\u0e0a\u0e49\u0e0a\u0e38\u0e14\u0e2a\u0e35 Seaborn \u201cGreens\u201d \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e0a\u0e49\u0e40\u0e09\u0e14\u0e2a\u0e35\u0e40\u0e02\u0e35\u0e22\u0e27\u0e17\u0e35\u0e48\u0e41\u0e15\u0e01\u0e15\u0e48\u0e32\u0e07\u0e01\u0e31\u0e19\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e41\u0e15\u0e48\u0e25\u0e30\u0e01\u0e25\u0e48\u0e2d\u0e07\u0e43\u0e19 Boxplot:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create boxplots and use 'Greens' color palette\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df, palette=' <span style=\"color: #008000;\">Greens<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-32431 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boitecol3.png\" alt=\"\" width=\"532\" height=\"389\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0e42\u0e1b\u0e23\u0e14\u0e17\u0e23\u0e32\u0e1a\u0e27\u0e48\u0e32\u0e41\u0e15\u0e48\u0e25\u0e30 Boxplot \u0e21\u0e35\u0e2a\u0e35\u0e40\u0e02\u0e35\u0e22\u0e27\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e2d\u0e01\u0e25\u0e31\u0e01\u0e29\u0e13\u0e4c<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0e2b\u0e21\u0e32\u0e22\u0e40\u0e2b\u0e15\u0e38<\/strong> : \u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e14\u0e39\u0e23\u0e32\u0e22\u0e01\u0e32\u0e23\u0e0a\u0e38\u0e14\u0e2a\u0e35 Seaborn \u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14 <a href=\"https:\/\/seaborn.pydata.org\/tutorial\/color_palettes.html\" target=\"_blank\" rel=\"noopener\">\u0e44\u0e14\u0e49\u0e17\u0e35\u0e48\u0e19\u0e35\u0e48<\/a><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e41\u0e2b\u0e25\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e40\u0e15\u0e34\u0e21<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e1a\u0e17\u0e0a\u0e48\u0e27\u0e22\u0e2a\u0e2d\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e08\u0e30\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e17\u0e33\u0e2b\u0e19\u0e49\u0e32\u0e17\u0e35\u0e48\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e2d\u0e37\u0e48\u0e19\u0e46 \u0e43\u0e19\u0e17\u0e30\u0e40\u0e25:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e25\u0e1a\u0e04\u0e48\u0e32\u0e1c\u0e34\u0e14\u0e1b\u0e01\u0e15\u0e34\u0e2d\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e1a\u0e47\u0e2d\u0e01\u0e0b\u0e4c\u0e1e\u0e25\u0e47\u0e2d\u0e15\u0e02\u0e2d\u0e07 Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/boxplot-\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e2a\u0e23\u0e49\u0e32\u0e07 Boxplot \u0e41\u0e1a\u0e1a\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e43\u0e19 Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e25\u0e33\u0e14\u0e31\u0e1a\u0e01\u0e25\u0e48\u0e2d\u0e07\u0e1e\u0e25\u0e47\u0e2d\u0e15-x-\u0e41\u0e01\u0e19\u0e02\u0e2d\u0e07\u0e2a\u0e31\u0e15\u0e27\u0e4c\u0e17\u0e30\u0e40\u0e25\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e40\u0e23\u0e35\u0e22\u0e07\u0e25\u0e33\u0e14\u0e31\u0e1a boxplot \u0e1a\u0e19\u0e41\u0e01\u0e19 x \u0e43\u0e19 Seaborn<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e02\u0e2d\u0e07 Marine Boxp [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-4070","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0e27\u0e34\u0e18\u0e35\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e43\u0e19 Seaborn Boxplot - Statorials<\/title>\n<meta name=\"description\" content=\"\u0e1a\u0e17\u0e0a\u0e48\u0e27\u0e22\u0e2a\u0e2d\u0e19\u0e19\u0e35\u0e49\u0e08\u0e30\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e27\u0e34\u0e18\u0e35\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u0e43\u0e19 Boxplots \u0e17\u0e32\u0e07\u0e17\u0e30\u0e40\u0e25 \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e15\u0e48\u0e32\u0e07\u0e46\" \/>\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\/th\/\u0e2a\u0e35\u0e02\u0e2d\u0e07\u0e2b\u0e19\u0e27\u0e14\u0e01\u0e25\u0e48\u0e2d\u0e07\u0e17\u0e30\u0e40\u0e25\/\" \/>\n<meta property=\"og:locale\" content=\"th_TH\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0e27\u0e34\u0e18\u0e35\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e43\u0e19 Seaborn Boxplot - Statorials\" \/>\n<meta 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class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/th\/%e0%b8%aa%e0%b8%b5%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%ab%e0%b8%99%e0%b8%a7%e0%b8%94%e0%b8%81%e0%b8%a5%e0%b9%88%e0%b8%ad%e0%b8%87%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5\/\",\"url\":\"https:\/\/statorials.org\/th\/%e0%b8%aa%e0%b8%b5%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%ab%e0%b8%99%e0%b8%a7%e0%b8%94%e0%b8%81%e0%b8%a5%e0%b9%88%e0%b8%ad%e0%b8%87%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5\/\",\"name\":\"\u0e27\u0e34\u0e18\u0e35\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e43\u0e19 Seaborn Boxplot - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/th\/#website\"},\"datePublished\":\"2023-07-13T19:32:01+00:00\",\"dateModified\":\"2023-07-13T19:32:01+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/th\/#\/schema\/person\/7c9bb3d0f799d0f1b17883495e1de332\"},\"description\":\"\u0e1a\u0e17\u0e0a\u0e48\u0e27\u0e22\u0e2a\u0e2d\u0e19\u0e19\u0e35\u0e49\u0e08\u0e30\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e27\u0e34\u0e18\u0e35\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e2a\u0e35\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u0e43\u0e19 Boxplots \u0e17\u0e32\u0e07\u0e17\u0e30\u0e40\u0e25 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