{"id":1830,"date":"2023-07-24T19:50:56","date_gmt":"2023-07-24T19:50:56","guid":{"rendered":"https:\/\/statorials.org\/th\/matplotlib-%e0%b9%80%e0%b8%aa%e0%b9%89%e0%b8%99%e0%b9%81%e0%b8%99%e0%b8%a7%e0%b8%95%e0%b8%b1%e0%b9%89%e0%b8%87\/"},"modified":"2023-07-24T19:50:56","modified_gmt":"2023-07-24T19:50:56","slug":"matplotlib-%e0%b9%80%e0%b8%aa%e0%b9%89%e0%b8%99%e0%b9%81%e0%b8%99%e0%b8%a7%e0%b8%95%e0%b8%b1%e0%b9%89%e0%b8%87","status":"publish","type":"post","link":"https:\/\/statorials.org\/th\/matplotlib-%e0%b9%80%e0%b8%aa%e0%b9%89%e0%b8%99%e0%b9%81%e0%b8%99%e0%b8%a7%e0%b8%95%e0%b8%b1%e0%b9%89%e0%b8%87\/","title":{"rendered":"\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e43\u0e19 matplotlib (\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e44\u0e27\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e25\u0e07\u0e08\u0e38\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e43\u0e19 Matplotlib:<\/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;\">#draw vertical line at x=2\n<\/span>plt. <span style=\"color: #3366ff;\">axvline<\/span> (x=2)\n<\/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\u0e44\u0e27\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e19\u0e35\u0e49\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:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><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;\">x<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8],\n                   ' <span style=\"color: #ff0000;\">y<\/span> ': [5, 7, 8, 15, 26, 39, 45, 40]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tx y\n0 1 5\n1 2 7\n2 3 8\n3 4 15\n4 5 26\n5 6 39\n6 7 45\n7 8 40\n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 1: \u0e01\u0e32\u0e23\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07<\/strong><\/span><\/h3>\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\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e1a\u0e19\u0e1e\u0e25\u0e47\u0e2d\u0e15 Matplotlib:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><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;\">#create line plot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df. <span style=\"color: #3366ff;\">x<\/span> , df. <span style=\"color: #3366ff;\">y<\/span> )\n\n<span style=\"color: #008080;\">#add vertical line at x=2\n<\/span>plt. <span style=\"color: #3366ff;\">axvline<\/span> (x=2, color=' <span style=\"color: #ff0000;\">red<\/span> ', linestyle=' <span style=\"color: #ff0000;\">--<\/span> ')<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17710 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vert1.png\" alt=\"\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e43\u0e19 Matplotlib\" width=\"605\" height=\"420\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 2: \u0e01\u0e32\u0e23\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e2b\u0e25\u0e32\u0e22\u0e40\u0e2a\u0e49\u0e19<\/strong><\/span><\/h3>\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\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e2b\u0e25\u0e32\u0e22\u0e40\u0e2a\u0e49\u0e19\u0e1a\u0e19\u0e1e\u0e25\u0e47\u0e2d\u0e15 Matplotlib:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><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;\">#create line plot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df. <span style=\"color: #3366ff;\">x<\/span> , df. <span style=\"color: #3366ff;\">y<\/span> )\n\n<span style=\"color: #008080;\">#add vertical line at x=2\n<\/span>plt. <span style=\"color: #3366ff;\">axvline<\/span> (x=2, color=' <span style=\"color: #ff0000;\">red<\/span> ', linestyle=' <span style=\"color: #ff0000;\">--<\/span> ')\n\n<span style=\"color: #008080;\">#add vertical line at x=4\n<\/span>plt. <span style=\"color: #3366ff;\">axvline<\/span> (x=4, color=' <span style=\"color: #ff0000;\">black<\/span> ', linestyle=' <span style=\"color: #ff0000;\">-<\/span> ')\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17711\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vert2.png\" alt=\"\u0e1e\u0e25\u0e47\u0e2d\u0e15\u0e2b\u0e25\u0e32\u0e22\u0e1a\u0e23\u0e23\u0e17\u0e31\u0e14\u0e43\u0e19 Matplotlib\" width=\"611\" height=\"426\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 3: \u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e2b\u0e25\u0e32\u0e22\u0e40\u0e2a\u0e49\u0e19\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22<\/strong><\/h3>\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\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e2b\u0e25\u0e32\u0e22\u0e40\u0e2a\u0e49\u0e19\u0e1a\u0e19\u0e1e\u0e25\u0e47\u0e2d\u0e15 Matplotlib \u0e41\u0e25\u0e30\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e15\u0e35\u0e04\u0e27\u0e32\u0e21\u0e40\u0e2a\u0e49\u0e19\u0e44\u0e14\u0e49\u0e07\u0e48\u0e32\u0e22\u0e02\u0e36\u0e49\u0e19:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><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;\">#create line plot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df. <span style=\"color: #3366ff;\">x<\/span> , df. <span style=\"color: #3366ff;\">y<\/span> )\n\n<span style=\"color: #008080;\">#add vertical line at x=2\n<\/span>plt. <span style=\"color: #3366ff;\">axvline<\/span> (x=2, color=' <span style=\"color: #ff0000;\">red<\/span> ', linestyle=' <span style=\"color: #ff0000;\">--<\/span> ', label=' <span style=\"color: #ff0000;\">First Line<\/span> ')\n\n<span style=\"color: #008080;\">#add vertical line at x=4\n<\/span>plt. <span style=\"color: #3366ff;\">axvline<\/span> (x=4, color=' <span style=\"color: #ff0000;\">black<\/span> ', linestyle=' <span style=\"color: #ff0000;\">-<\/span> ', label=' <span style=\"color: #ff0000;\">Second Line<\/span> ')\n\n<span style=\"color: #008080;\">#add legend<\/span>\nplt. <span style=\"color: #3366ff;\">legend<\/span> ()<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17712 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vert3.png\" alt=\"Matplotlib \u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e2b\u0e25\u0e32\u0e22\u0e40\u0e2a\u0e49\u0e19\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\" width=\"616\" height=\"431\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0e2b\u0e21\u0e32\u0e22\u0e40\u0e2b\u0e15\u0e38:<\/strong> \u0e42\u0e1b\u0e23\u0e14\u0e14\u0e39 <a href=\"https:\/\/matplotlib.org\/stable\/api\/_as_gen\/matplotlib.lines.Line2D.html\" target=\"_blank\" rel=\"noopener\">\u0e40\u0e2d\u0e01\u0e2a\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e02\u0e2d\u0e07 Matplotlib<\/a> \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e23\u0e32\u0e22\u0e01\u0e32\u0e23\u0e2a\u0e35\u0e41\u0e25\u0e30\u0e2a\u0e44\u0e15\u0e25\u0e4c\u0e02\u0e2d\u0e07\u0e40\u0e2a\u0e49\u0e19\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e47\u0e19\u0e44\u0e1b\u0e44\u0e14\u0e49\u0e17\u0e35\u0e48\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e19\u0e33\u0e44\u0e1b\u0e43\u0e0a\u0e49\u0e01\u0e31\u0e1a\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e44\u0e14\u0e49<\/span><\/p>\n<h3> <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><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/th\/\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e19\u0e2d\u0e19\u0e02\u0e2d\u0e07-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e27\u0e32\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e19\u0e2d\u0e19\u0e43\u0e19 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e1e\u0e25\u0e47\u0e2d\u0e15\u0e2b\u0e25\u0e32\u0e22\u0e1a\u0e23\u0e23\u0e17\u0e31\u0e14-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e1e\u0e25\u0e47\u0e2d\u0e15\u0e2b\u0e25\u0e32\u0e22\u0e1a\u0e23\u0e23\u0e17\u0e31\u0e14\u0e43\u0e19 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e2d\u0e19\u0e38\u0e01\u0e23\u0e21\u0e40\u0e27\u0e25\u0e32\u0e02\u0e2d\u0e07-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e1e\u0e25\u0e47\u0e2d\u0e15\u0e2d\u0e19\u0e38\u0e01\u0e23\u0e21\u0e40\u0e27\u0e25\u0e32\u0e43\u0e19 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/matplotlib-\u0e2a\u0e35\u0e48\u0e40\u0e2b\u0e25\u0e35\u0e48\u0e22\u0e21\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e27\u0e32\u0e14\u0e23\u0e39\u0e1b\u0e2a\u0e35\u0e48\u0e40\u0e2b\u0e25\u0e35\u0e48\u0e22\u0e21\u0e43\u0e19 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e25\u0e39\u0e01\u0e28\u0e23-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e27\u0e32\u0e14\u0e25\u0e39\u0e01\u0e28\u0e23\u0e43\u0e19 Matplotlib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e44\u0e27\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e25\u0e07\u0e08\u0e38\u0e14\u0e40\u0e2a\u0e49\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e43\u0e19 Mat [&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-1830","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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