{"id":993,"date":"2023-07-28T01:41:43","date_gmt":"2023-07-28T01:41:43","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%99%e1%80%be%e1%80%90%e1%80%ba%e1%80%90%e1%80%99%e1%80%ba%e1%80%b8%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-matplotlib\/"},"modified":"2023-07-28T01:41:43","modified_gmt":"2023-07-28T01:41:43","slug":"%e1%80%99%e1%80%be%e1%80%90%e1%80%ba%e1%80%90%e1%80%99%e1%80%ba%e1%80%b8%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%99%e1%80%be%e1%80%90%e1%80%ba%e1%80%90%e1%80%99%e1%80%ba%e1%80%b8%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-matplotlib\/","title":{"rendered":"\u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a matplotlib \u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u101e\u1004\u103a\u101e\u100a\u103a axes \u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1015\u102f\u1006\u102d\u1014\u103a\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a <strong>\u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1019\u103b\u102c\u1038<\/strong> \u1016\u103c\u1004\u1037\u103a Matplotlib \u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b \u1000\u1036\u1000\u1031\u102c\u1004\u103a\u1038\u1011\u1031\u102c\u1000\u103a\u1019\u1005\u103d\u102c\u104a Matplotlib \u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u102f\u1036\u1038\u1001\u102f\u1000\u102d\u102f \u1015\u1036\u1037\u1015\u102d\u102f\u1038\u1015\u1031\u1038\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.semilogx.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib.pyplot.semilogx()<\/a> \u2013 x-axis \u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a logarithmic scaling \u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.semilogy.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib.pyplot.semlogy()<\/a> \u2013 y-\u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a logarithmic scaling \u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.3.1\/api\/_as_gen\/matplotlib.pyplot.loglog.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib.pyplot.loglog()<\/a> \u2013 axes \u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1010\u103d\u1004\u103a logarithmic scaling \u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- X \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1021\u1010\u103d\u1000\u103a \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1000\u103a \u1019\u103b\u1009\u103a\u1038\u1007\u101a\u102c\u1038\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data\n<span style=\"color: #000000;\">x = [1, 8, 190, 1400, 6500]<\/span><\/span><span style=\"color: #000000;\">\ny = [1, 2, 3, 4, 5]<\/span>\n\n<span style=\"color: #008080;\">#create line chart of data<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10317 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log3.png\" alt=\"\" width=\"418\" height=\"277\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a x-axis \u1000\u102d\u102f \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1014\u103a <strong>.semilogx()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">semilogx<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10318 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log4.png\" alt=\"Matplotlib \u101e\u100a\u103a x-axis \u1010\u103d\u1004\u103a logarithmic \u1005\u1000\u1031\u1038\u1016\u103c\u1004\u1037\u103a \u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f\" width=\"424\" height=\"280\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">y-axis \u101e\u100a\u103a \u1021\u1010\u102d\u1021\u1000\u103b\u1010\u1030\u100a\u102e\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104a \u101e\u102d\u102f\u1037\u101e\u1031\u102c\u103a x-axis \u101e\u100a\u103a \u101a\u1001\u102f logarithmic \u1005\u1000\u1031\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1014\u1031\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- Y \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1021\u1010\u103d\u1000\u103a \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1000\u103a \u1019\u103b\u1009\u103a\u1038\u1007\u101a\u102c\u1038\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data<\/span>\nx = [1, 2, 3, 4, 5]\ny = [1, 8, 190, 1400, 6500]\n\n<span style=\"color: #008080;\">#create line chart of data<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10315 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log1.png\" alt=\"\" width=\"419\" height=\"275\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">y \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1000\u102d\u102f \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1014\u103a <strong>.semlogy()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">semilogy<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10316 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log2.png\" alt=\"y \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1015\u1031\u102b\u103a\u101b\u103e\u102d \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1016\u103c\u1004\u1037\u103a Matplotlib\" width=\"420\" height=\"284\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">x-axis \u101e\u100a\u103a \u1021\u1010\u102d\u1021\u1000\u103b\u1010\u1030\u100a\u102e\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u104a \u101e\u102d\u102f\u1037\u101e\u1031\u102c\u103a y-axis \u101e\u100a\u103a \u101a\u1001\u102f logarithmic \u1005\u1000\u1031\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1014\u1031\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 3- \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1021\u1010\u103d\u1000\u103a \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1000\u103a \u1019\u103b\u1009\u103a\u1038\u1007\u101a\u102c\u1038\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#createdata<\/span>\nx = [10, 200, 3000, 40000, 500000]\ny = [30, 400, 5000, 60000, 750000]\n\n<span style=\"color: #008080;\">#create line chart of data<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10319 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log5.png\" alt=\"\" width=\"427\" height=\"270\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">y \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1000\u102d\u102f \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1014\u103a <strong>.loglog()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">loglog<\/span> (x,y)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10320 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log6.png\" alt=\"Matplotlib \u1010\u103d\u1004\u103a \u1019\u103e\u1010\u103a\u1010\u1019\u103a\u1038\u1006\u103d\u1032\u101e\u1030\" width=\"416\" height=\"274\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">axes \u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u101a\u1001\u102f logarithmic \u1005\u1000\u1031\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1014\u1031\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/my\/\u1016\u1031\u102c\u1004\u1037\u103a\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038-matplotlib-\u1000\u102d\u102f\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib \u1000\u103d\u1000\u103a\u1010\u103d\u1004\u103a \u1016\u1031\u102c\u1004\u1037\u103a\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/matplotlib-\u101e\u100a\u103a-tick-\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1016\u101a\u103a\u101b\u103e\u102c\u1038\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib \u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1019\u103e tick \u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1016\u101a\u103a\u101b\u103e\u102c\u1038\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u101e\u1004\u103a\u101e\u100a\u103a axes \u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1015\u102f\u1006\u102d\u1014\u103a\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1019\u103b\u102c\u1038 \u1016\u103c\u1004\u1037\u103a Matplotlib \u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b \u1000\u1036\u1000\u1031\u102c\u1004\u103a\u1038\u1011\u1031\u102c\u1000\u103a\u1019\u1005\u103d\u102c\u104a Matplotlib \u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u102f\u1036\u1038\u1001\u102f\u1000\u102d\u102f \u1015\u1036\u1037\u1015\u102d\u102f\u1038\u1015\u1031\u1038\u101e\u100a\u103a- Matplotlib.pyplot.semilogx() \u2013 x-axis \u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a logarithmic scaling \u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b Matplotlib.pyplot.semlogy() \u2013 y-\u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a logarithmic scaling \u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b 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