{"id":1851,"date":"2023-07-24T17:57:26","date_gmt":"2023-07-24T17:57:26","guid":{"rendered":"https:\/\/statorials.org\/th\/matplotlib-%e0%b8%ab%e0%b8%a5%e0%b8%b2%e0%b8%a2%e0%b8%9e%e0%b8%a5%e0%b9%87%e0%b8%ad%e0%b8%95\/"},"modified":"2023-07-24T17:57:26","modified_gmt":"2023-07-24T17:57:26","slug":"matplotlib-%e0%b8%ab%e0%b8%a5%e0%b8%b2%e0%b8%a2%e0%b8%9e%e0%b8%a5%e0%b9%87%e0%b8%ad%e0%b8%95","status":"publish","type":"post","link":"https:\/\/statorials.org\/th\/matplotlib-%e0%b8%ab%e0%b8%a5%e0%b8%b2%e0%b8%a2%e0%b8%9e%e0%b8%a5%e0%b9%87%e0%b8%ad%e0%b8%95\/","title":{"rendered":"\u0e27\u0e34\u0e18\u0e35\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 matplotlib \u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e40\u0e14\u0e35\u0e22\u0e27"},"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\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 Matplotlib \u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e40\u0e14\u0e35\u0e22\u0e27:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define grid of plots<\/span>\nfig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">2<\/span> , ncols= <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#add data to plots<\/span>\naxs[0]. <span style=\"color: #3366ff;\">plot<\/span> (variable1, variable2)\naxs[1]. <span style=\"color: #3366ff;\">plot<\/span> (variable3, variable4)\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\u0e43\u0e0a\u0e49\u0e1f\u0e31\u0e07\u0e01\u0e4c\u0e0a\u0e31\u0e19\u0e19\u0e35\u0e49\u0e43\u0e19\u0e17\u0e32\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 1: \u0e01\u0e32\u0e23\u0e0b\u0e49\u0e2d\u0e19\u0e40\u0e2a\u0e49\u0e19\u0e17\u0e32\u0e07\u0e43\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\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 Matplotlib \u0e2a\u0e32\u0e21\u0e41\u0e1b\u0e25\u0e07\u0e0b\u0e49\u0e2d\u0e19\u0e01\u0e31\u0e19\u0e43\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create some data\n<\/span>var1 = [1, 2, 3, 4, 5, 6]\nvar2 = [7, 13, 16, 18, 25, 19]\nvar3 = [29, 25, 20, 25, 20, 18]\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">3<\/span> , ncols= <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#add title\n<\/span>fig. <span style=\"color: #3366ff;\">suptitle<\/span> (' <span style=\"color: #ff0000;\">Plots Stacked Vertically<\/span> ')\n\n<span style=\"color: #008080;\">#add data to plots\n<\/span>axs[0]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var2)\naxs[1]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var3)\naxs[2]. <span style=\"color: #3366ff;\">plot<\/span> (var2, var3)\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17843\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multiple1.png\" alt=\"\u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e0b\u0e49\u0e2d\u0e19\u0e01\u0e31\u0e19\u0e43\u0e19\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07\u0e43\u0e19 Matplotlib\" width=\"662\" height=\"435\" 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\u0e0b\u0e49\u0e2d\u0e19\u0e40\u0e2a\u0e49\u0e19\u0e17\u0e32\u0e07\u0e43\u0e19\u0e41\u0e19\u0e27\u0e19\u0e2d\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\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 Matplotlib \u0e2a\u0e32\u0e21\u0e41\u0e1b\u0e25\u0e07\u0e0b\u0e49\u0e2d\u0e19\u0e01\u0e31\u0e19\u0e43\u0e19\u0e41\u0e19\u0e27\u0e19\u0e2d\u0e19:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create some data\n<\/span>var1 = [1, 2, 3, 4, 5, 6]\nvar2 = [7, 13, 16, 18, 25, 19]\nvar3 = [29, 25, 20, 25, 20, 18]\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">1<\/span> , ncols= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#add title\n<\/span>fig. <span style=\"color: #3366ff;\">suptitle<\/span> (' <span style=\"color: #ff0000;\">Plots Stacked Horizontally<\/span> ')\n\n<span style=\"color: #008080;\">#add data to plots\n<\/span>axs[0]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var2)\naxs[1]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var3)\naxs[2]. <span style=\"color: #3366ff;\">plot<\/span> (var2, var3)<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17844\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multiple2.png\" alt=\"\u0e41\u0e1b\u0e25\u0e07 Matplotlib \u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e0b\u0e49\u0e2d\u0e19\u0e01\u0e31\u0e19\u0e43\u0e19\u0e41\u0e19\u0e27\u0e19\u0e2d\u0e19\" width=\"670\" height=\"441\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 3: \u0e2a\u0e23\u0e49\u0e32\u0e07\u0e15\u0e32\u0e23\u0e32\u0e07\u0e25\u0e07\u0e08\u0e38\u0e14<\/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\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e15\u0e32\u0e23\u0e32\u0e07\u0e01\u0e32\u0e23\u0e25\u0e07\u0e08\u0e38\u0e14 Matplotlib:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create some data\n<\/span>var1 = [1, 2, 3, 4, 5, 6]\nvar2 = [7, 13, 16, 18, 25, 19]\nvar3 = [29, 25, 20, 25, 20, 18]\nvar4 = [4, 4, 6, 4, 7, 11]\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">2<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#add title\n<\/span>fig. <span style=\"color: #3366ff;\">suptitle<\/span> (' <span style=\"color: #ff0000;\">Grid of Plots<\/span> ')\n\n<span style=\"color: #008080;\">#add data to plots\n<\/span>axs[0, 0]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var2)\naxs[0, 1]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var3)\naxs[1, 0]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var4)\naxs[1, 1]. <span style=\"color: #3366ff;\">plot<\/span> (var3, var1)\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17845\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multiple3.png\" alt=\"\u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e19 Matplotlib\" width=\"666\" height=\"439\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 4: \u0e41\u0e1a\u0e48\u0e07\u0e1b\u0e31\u0e19\u0e41\u0e01\u0e19\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07\u0e1e\u0e31\u0e2a\u0e14\u0e38<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e2d\u0e32\u0e23\u0e4c\u0e01\u0e34\u0e27\u0e40\u0e21\u0e19\u0e15\u0e4c <strong>sharex<\/strong> \u0e41\u0e25\u0e30 <strong>sharey<\/strong> \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e41\u0e19\u0e48\u0e43\u0e08\u0e27\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e0a\u0e49\u0e41\u0e01\u0e19 x \u0e40\u0e14\u0e35\u0e22\u0e27\u0e01\u0e31\u0e19:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create some data\n<\/span>var1 = [1, 2, 3, 4, 5, 6]\nvar2 = [7, 13, 16, 18, 25, 19]\nvar3 = [29, 25, 20, 25, 20, 18]\nvar4 = [4, 4, 6, 4, 7, 11]\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">2<\/span> , ncols= <span style=\"color: #008000;\">2 <span style=\"color: #000000;\">, sharex= <span style=\"color: #008000;\">True<\/span> , sharey= <span style=\"color: #008000;\">True<\/span><\/span><\/span> <span style=\"color: #000000;\">)<\/span>\n\n<span style=\"color: #008080;\">#add title\n<\/span>fig. <span style=\"color: #3366ff;\">suptitle<\/span> (' <span style=\"color: #ff0000;\">Grid of Plots with Same Axes<\/span> ')\n\n<span style=\"color: #008080;\">#add data to plots\n<\/span>axs[0, 0]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var2)\naxs[0, 1]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var3)\naxs[1, 0]. <span style=\"color: #3366ff;\">plot<\/span> (var1, var4)\naxs[1, 1]. <span style=\"color: #3366ff;\">plot<\/span> (var3, var1)<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17846\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multiple4.png\" alt=\"\u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e19 Matplotlib \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e41\u0e01\u0e19\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e19\" width=\"670\" height=\"444\" srcset=\"\" sizes=\"auto, \"><\/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\/\u0e23\u0e30\u0e22\u0e30\u0e2b\u0e48\u0e32\u0e07\u0e02\u0e2d\u0e07\u0e41\u0e1c\u0e19\u0e22\u0e48\u0e2d\u0e22-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e1b\u0e23\u0e31\u0e1a\u0e23\u0e30\u0e22\u0e30\u0e2b\u0e48\u0e32\u0e07\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e22\u0e48\u0e2d\u0e22 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e2a\u0e35\u0e1e\u0e37\u0e49\u0e19\u0e2b\u0e25\u0e31\u0e07\u0e02\u0e2d\u0e07-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e2a\u0e35\u0e1e\u0e37\u0e49\u0e19\u0e2b\u0e25\u0e31\u0e07\u0e43\u0e19 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/matplotlib-\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e02\u0e19\u0e32\u0e14\u0e01\u0e32\u0e23\u0e15\u0e34\u0e14\u0e15\u0e32\u0e21\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e02\u0e19\u0e32\u0e14\u0e1e\u0e25\u0e47\u0e2d\u0e15\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\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 Matplotlib \u0e2b [&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-1851","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\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 Matplotlib \u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e40\u0e14\u0e35\u0e22\u0e27<\/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\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 Matplotlib 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