{"id":988,"date":"2023-07-28T02:07:23","date_gmt":"2023-07-28T02:07:23","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/"},"modified":"2023-07-28T02:07:23","modified_gmt":"2023-07-28T02:07:23","slug":"%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/","title":{"rendered":"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\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 \u1010\u1010\u102d\u101a\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u1015\u1031\u102b\u103a \u1021\u1001\u103c\u1031\u1001\u1036\u104d matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1001\u103c\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u104f\u1021\u101b\u1031\u102c\u1004\u103a\u1000\u102d\u102f \u1021\u101b\u102d\u1015\u103a\u1015\u1031\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 \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f\u101a\u1030\u1006\u1031\u102c\u1004\u103a\u101e\u100a\u1037\u103a <a href=\"https:\/\/matplotlib.org\/3.3.1\/api\/_as_gen\/matplotlib.pyplot.scatter.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib.pyplot.scatter()<\/a> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u101c\u103d\u101a\u103a\u1000\u1030\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>matplotlib.pyplot.scatter(x\u104a y\u104a s=None\u104a c=None\u104a cmap=None)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u101b\u103d\u103e\u1031-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x-<\/strong> \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u101b\u103e\u102d x \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u104f \u101b\u102c\u1011\u1030\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1007\u101a\u102c\u1038\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u101b\u103e\u102d y \u101d\u1004\u103a\u101b\u102d\u102f\u1038 \u101b\u102c\u1011\u1030\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s:<\/strong> \u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u104f \u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>c:<\/strong> \u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u1021\u101b\u1031\u102c\u1004\u103a\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1007\u101a\u102c\u1038\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>cmap- \u1015\u102f\u1036<\/strong> \u1006\u103d\u1032\u101b\u102c\u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1019\u103c\u1031\u1015\u102f\u1036\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1021\u101b\u1031\u102c\u1004\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a variable \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101b\u1014\u103a <strong>c \u1000\u102d\u102f<\/strong> \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u103c\u102e\u1038 point cloud \u101b\u103e\u102d \u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u1037\u103a \u1021\u1019\u103e\u1014\u103a\u1010\u1000\u101a\u103a\u1021\u101b\u1031\u102c\u1004\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101b\u1014\u103a <strong>cmap \u1000\u102d\u102f<\/strong> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\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\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u104f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\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- \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u101b\u1031\u102c\u1004\u103a\u1005\u102f\u1036 Scatterplot \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b \u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d\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> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd.DataFrame({'x': [25, 12, 15, 14, 19, 23, 25, 29],\n                   'y': [5, 7, 7, 9, 12, 9, 9, 4],\n                   'z': [3, 4, 4, 5, 7, 8, 8, 9]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n        X Y Z\n0 25 5 3\n1 12 7 4\n2 15 7 4\n3 14 9 5\n4 19 12 7\n5 23 9 8\n6 25 9 8\n7 29 4 9<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1019\u102e\u1038\u1001\u102d\u102f\u1038\u101b\u1031\u102c\u1004\u103a\u1021\u101b\u1031\u102c\u1004\u103a palette \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d point cloud \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102f\u1036\u1014\u103e\u1004\u1037\u103a <strong>z<\/strong> variable \u104f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101b\u1031\u102c\u1004\u103a palette \u104f \u1021\u101b\u102d\u1015\u103a\u1021\u1016\u103c\u1005\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038 \u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a \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 scatterplot<\/span>\nplt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">gray<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10278 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter1.png\" alt=\"Matplotlib \u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1021\u101b\u1031\u102c\u1004\u103a\u1000\u102d\u102f \u1016\u103c\u1014\u1037\u103a\u1000\u103c\u1032\u1015\u102b\u104b\" width=\"413\" height=\"279\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1025\u1015\u1019\u102c\u1021\u1010\u103d\u1000\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a &#8220; \u1019\u102e\u1038\u1001\u102d\u102f\u1038\u101b\u1031\u102c\u1004\u103a&#8221;  \u1021\u101b\u1031\u102c\u1004\u103a palette \u1000\u102d\u102f \u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038\u104a <a href=\"https:\/\/matplotlib.org\/3.3.1\/tutorials\/colors\/colormaps.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib \u1021\u101b\u1031\u102c\u1004\u103a palettes documentation<\/a> \u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u101b\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1021\u101b\u1031\u102c\u1004\u103a palettes \u1005\u102c\u101b\u1004\u103a\u1038 \u1021\u1015\u103c\u100a\u1037\u103a\u1021\u1005\u102f\u1036\u1000\u102d\u102f \u101e\u1004\u103a \u101b\u103e\u102c\u1010\u103d\u1031\u1037\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u104e\u1004\u103a\u1038\u1021\u1005\u102c\u1038 &#8220; Greens&#8221;  \u1000\u102d\u102f \u1021\u101b\u1031\u102c\u1004\u103a palette \u1021\u1016\u103c\u1005\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">Greens<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10280 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter2.png\" alt=\"Matplotlib \u101e\u100a\u103a cmap \u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1000\u103b\u102c\u1038\u1000\u103d\u1000\u103a\" width=\"420\" height=\"286\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1019\u1030\u101b\u1004\u103a\u1038\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a <strong>c<\/strong> \u1021\u1004\u103c\u1004\u103a\u1038\u1021\u1001\u102f\u1036\u1021\u1010\u103d\u1000\u103a \u1015\u102d\u102f\u1000\u103c\u102e\u1038\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1015\u102b\u101e\u100a\u1037\u103a \u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u102d\u102f\u1019\u102d\u102f\u1019\u103e\u1031\u102c\u1004\u103a\u1005\u1031\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038\u104a \u101e\u1004\u103a\u101e\u100a\u103a <strong>_r<\/strong> \u1000\u102d\u102f cmap \u1021\u1019\u100a\u103a\u101e\u102d\u102f\u1037 \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u1005\u103d\u102c\u1011\u100a\u1037\u103a\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1004\u1037\u103a \u1024\u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1014\u103a\u101c\u103e\u1014\u103a\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;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">Greens_r<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10281 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter3.png\" alt=\"Matplotlib \u1021\u101b\u1031\u102c\u1004\u103a palette \u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1014\u103a\u101c\u103e\u1014\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1005\u1000\u1031\u1038\" width=\"422\" height=\"287\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u101b\u1031\u102c\u1004\u103a\u1005\u102f\u1036 Scatterplot \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b \u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d\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> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd.DataFrame({'x': [25, 12, 15, 14, 19, 23, 25, 29],\n                   'y': [5, 7, 7, 9, 12, 9, 9, 4],\n                   'z': ['A', 'A', 'B', 'B', 'B', 'C', 'C', 'C']})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tX Y Z\n0 25 5 A\n1 12 7 A\n2 15 7 B\n3 14 9 B\n4 19 12 B\n5 23 9 C\n6 25 9 C\n7 29 4 C<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a <strong>z<\/strong> variable \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d scatterplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/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\ngroups = df. <span style=\"color: #3366ff;\">groupby<\/span> ('z')\n<span style=\"color: #008000;\">for<\/span> name, group <span style=\"color: #008000;\">in<\/span> groups:\n    plt. <span style=\"color: #3366ff;\">plot<\/span> (group.x, group.y, marker=' <span style=\"color: #993300;\">o<\/span> ', linestyle='', markersize=12, label=name)\n\nplt. <span style=\"color: #3366ff;\">legend<\/span> ()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10282 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter4.png\" alt=\"Matplotlib \u101e\u100a\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1016\u103c\u1014\u1037\u103a\u1000\u103c\u1032\u1000\u103d\u1000\u103a\" width=\"420\" height=\"289\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><em>\u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a Python \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u1000\u102d\u102f <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener noreferrer\">\u1024\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a<\/a> \u101b\u103e\u102c\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/em><\/span><\/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 \u1010\u1010\u102d\u101a\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u1015\u1031\u102b\u103a \u1021\u1001\u103c\u1031\u1001\u1036\u104d matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1001\u103c\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u104f\u1021\u101b\u1031\u102c\u1004\u103a\u1000\u102d\u102f \u1021\u101b\u102d\u1015\u103a\u1015\u1031\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 \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f\u101a\u1030\u1006\u1031\u102c\u1004\u103a\u101e\u100a\u1037\u103a matplotlib.pyplot.scatter() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u101c\u103d\u101a\u103a\u1000\u1030\u101e\u100a\u103a\u104b matplotlib.pyplot.scatter(x\u104a y\u104a s=None\u104a c=None\u104a cmap=None) \u101b\u103d\u103e\u1031- x- \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u101b\u103e\u102d x \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u104f \u101b\u102c\u1011\u1030\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1007\u101a\u102c\u1038\u104b y: \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u101b\u103e\u102d y \u101d\u1004\u103a\u101b\u102d\u102f\u1038 \u101b\u102c\u1011\u1030\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104b s: \u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u104f \u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u104b c: \u1021\u1019\u103e\u1010\u103a\u1021\u101e\u102c\u1038\u1021\u101b\u1031\u102c\u1004\u103a\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1007\u101a\u102c\u1038\u104b cmap- \u1015\u102f\u1036 \u1006\u103d\u1032\u101b\u102c\u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1019\u103c\u1031\u1015\u102f\u1036\u104b \u1021\u101b\u1031\u102c\u1004\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a variable \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"Matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u104b\" \/>\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\/my\/\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\" \/>\n<meta property=\"og:description\" content=\"Matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u104b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/my\/\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T02:07:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter1.png\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/\",\"url\":\"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/\",\"name\":\"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/my\/#website\"},\"datePublished\":\"2023-07-28T02:07:23+00:00\",\"dateModified\":\"2023-07-28T02:07:23+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097\"},\"description\":\"Matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u104b\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/#breadcrumb\"},\"inLanguage\":\"my-MM\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u1021\u102d\u1019\u103a\",\"item\":\"https:\/\/statorials.org\/my\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/my\/#website\",\"url\":\"https:\/\/statorials.org\/my\/\",\"name\":\"Statorials\",\"description\":\"\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101b\u100a\u103a\u1021\u1001\u103b\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101e\u1004\u1037\u103a\u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a\u1001\u103b\u1000\u103a\u104b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/my\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"my-MM\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"my-MM\",\"@id\":\"https:\/\/statorials.org\/my\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"\u1019\u1004\u103a\u1039\u1002\u101c\u102c\u1015\u102b\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u101e\u100a\u103a \u1021\u1004\u103c\u102d\u1019\u103a\u1038\u1005\u102c\u1038 \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038 \u1015\u102b\u1019\u1031\u102c\u1000\u1039\u1001 \u1018\u1004\u103a\u1002\u103b\u1019\u1004\u103a\u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u101e\u102e\u1038\u101e\u1014\u1037\u103a Statorials \u1006\u101b\u102c\u1021\u1016\u103c\u1005\u103a \u101c\u103e\u100a\u1037\u103a\u1015\u1010\u103a\u1015\u102b\u101e\u100a\u103a\u104b \u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1014\u101a\u103a\u1015\u101a\u103a\u1010\u103d\u1004\u103a \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u101e\u1031\u102c\u1021\u1010\u103d\u1031\u1037\u1021\u1000\u103c\u102f\u1036\u1014\u103e\u1004\u1037\u103a \u1000\u103b\u103d\u1019\u103a\u1038\u1000\u103b\u1004\u103a\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030\u104a Statorials \u1019\u103e\u1010\u1005\u103a\u1006\u1004\u1037\u103a \u1000\u103b\u1031\u102c\u1004\u103a\u1038\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103d\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1005\u103a\u1005\u1031\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u104f\u1021\u101e\u102d\u1015\u100a\u102c\u1000\u102d\u102f \u1019\u103b\u103e\u101d\u1031\u101c\u102d\u102f\u1015\u102b\u101e\u100a\u103a\u104b \u1015\u102d\u102f\u101e\u102d\u1010\u101a\u103a\u104b\",\"sameAs\":[\"https:\/\/statorials.org\/my\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038","description":"Matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u104b","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/my\/\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\/","og_locale":"my_MM","og_type":"article","og_title":"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038","og_description":"Matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u104b","og_url":"https:\/\/statorials.org\/my\/\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\/","og_site_name":"Statorials","article_published_time":"2023-07-28T02:07:23+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter1.png"}],"author":"Benjamin Anderson","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Benjamin Anderson","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/","url":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/","name":"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038","isPartOf":{"@id":"https:\/\/statorials.org\/my\/#website"},"datePublished":"2023-07-28T02:07:23+00:00","dateModified":"2023-07-28T02:07:23+00:00","author":{"@id":"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097"},"description":"Matplotlib \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u104b","breadcrumb":{"@id":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/#breadcrumb"},"inLanguage":"my-MM","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%81%e1%80%bd%e1%80%b2%e1%80%81%e1%80%bc%e1%80%99%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ad%e1%80%90%e1%80%ba%e1%80%96%e1%80%bc%e1%80%ac\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u1021\u102d\u1019\u103a","item":"https:\/\/statorials.org\/my\/"},{"@type":"ListItem","position":2,"name":"Matplotlib- \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1014\u100a\u103a\u1038"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/my\/#website","url":"https:\/\/statorials.org\/my\/","name":"Statorials","description":"\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101b\u100a\u103a\u1021\u1001\u103b\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101e\u1004\u1037\u103a\u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a\u1001\u103b\u1000\u103a\u104b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/my\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"my-MM"},{"@type":"Person","@id":"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097","name":"Benjamin Anderson","image":{"@type":"ImageObject","inLanguage":"my-MM","@id":"https:\/\/statorials.org\/my\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","caption":"Benjamin Anderson"},"description":"\u1019\u1004\u103a\u1039\u1002\u101c\u102c\u1015\u102b\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u101e\u100a\u103a \u1021\u1004\u103c\u102d\u1019\u103a\u1038\u1005\u102c\u1038 \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038 \u1015\u102b\u1019\u1031\u102c\u1000\u1039\u1001 \u1018\u1004\u103a\u1002\u103b\u1019\u1004\u103a\u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u101e\u102e\u1038\u101e\u1014\u1037\u103a Statorials \u1006\u101b\u102c\u1021\u1016\u103c\u1005\u103a \u101c\u103e\u100a\u1037\u103a\u1015\u1010\u103a\u1015\u102b\u101e\u100a\u103a\u104b \u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1014\u101a\u103a\u1015\u101a\u103a\u1010\u103d\u1004\u103a \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u101e\u1031\u102c\u1021\u1010\u103d\u1031\u1037\u1021\u1000\u103c\u102f\u1036\u1014\u103e\u1004\u1037\u103a \u1000\u103b\u103d\u1019\u103a\u1038\u1000\u103b\u1004\u103a\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030\u104a Statorials \u1019\u103e\u1010\u1005\u103a\u1006\u1004\u1037\u103a \u1000\u103b\u1031\u102c\u1004\u103a\u1038\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103d\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1005\u103a\u1005\u1031\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u104f\u1021\u101e\u102d\u1015\u100a\u102c\u1000\u102d\u102f \u1019\u103b\u103e\u101d\u1031\u101c\u102d\u102f\u1015\u102b\u101e\u100a\u103a\u104b \u1015\u102d\u102f\u101e\u102d\u1010\u101a\u103a\u104b","sameAs":["https:\/\/statorials.org\/my"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/posts\/988"}],"collection":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/comments?post=988"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/posts\/988\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/media?parent=988"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/categories?post=988"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/tags?post=988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}