{"id":999,"date":"2023-07-28T01:14:49","date_gmt":"2023-07-28T01:14:49","guid":{"rendered":"https:\/\/statorials.org\/th\/matplotlib-%e0%b8%84%e0%b8%b3%e0%b8%ad%e0%b8%98%e0%b8%b4%e0%b8%9a%e0%b8%b2%e0%b8%a2%e0%b8%9b%e0%b8%a3%e0%b8%b0%e0%b8%81%e0%b8%ad%e0%b8%9a-scatterplot\/"},"modified":"2023-07-28T01:14:49","modified_gmt":"2023-07-28T01:14:49","slug":"matplotlib-%e0%b8%84%e0%b8%b3%e0%b8%ad%e0%b8%98%e0%b8%b4%e0%b8%9a%e0%b8%b2%e0%b8%a2%e0%b8%9b%e0%b8%a3%e0%b8%b0%e0%b8%81%e0%b8%ad%e0%b8%9a-scatterplot","status":"publish","type":"post","link":"https:\/\/statorials.org\/th\/matplotlib-%e0%b8%84%e0%b8%b3%e0%b8%ad%e0%b8%98%e0%b8%b4%e0%b8%9a%e0%b8%b2%e0%b8%a2%e0%b8%9b%e0%b8%a3%e0%b8%b0%e0%b8%81%e0%b8%ad%e0%b8%9a-scatterplot\/","title":{"rendered":"\u0e27\u0e34\u0e18\u0e35\u0e43\u0e2a\u0e48\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a scatterplots \u0e02\u0e2d\u0e07 matplotlib"},"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\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2a\u0e48\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a Scatterplot \u0e43\u0e19 Matplotlib:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add 'my text' at (x, y) coordinates = (6, 9.5)<\/span>\nplt. <span style=\"color: #3366ff;\">text<\/span> (6, 9.5, ' <span style=\"color: #008000;\">my text<\/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\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<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e1e\u0e2d\u0e22\u0e15\u0e4c\u0e04\u0e25\u0e32\u0e27\u0e14\u0e4c\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\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\u0e2a\u0e23\u0e49\u0e32\u0e07 Scatterplot \u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 Matplotlib:<\/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 = [3, 6, 8, 12, 14]\ny = [4, 9, 14, 12, 9]\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plt. <span style=\"color: #3366ff;\">scatter<\/span> (x,y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10367 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterannoter1.png\" alt=\"\" width=\"400\" height=\"270\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e08\u0e38\u0e14\u0e40\u0e14\u0e35\u0e22\u0e27<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e42\u0e04\u0e49\u0e14\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e44\u0e1b\u0e22\u0e31\u0e07\u0e08\u0e38\u0e14\u0e40\u0e14\u0e35\u0e22\u0e27\u0e1a\u0e19\u0e42\u0e04\u0e23\u0e07\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07:<\/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 = [3, 6, 8, 12, 14]\ny = [4, 9, 14, 12, 9]\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plt. <span style=\"color: #3366ff;\">scatter<\/span> (x,y)\n\n<span style=\"color: #008080;\">#add text 'Here' at (x, y) coordinates = (6, 9.5)<\/span>\nplt. <span style=\"color: #3366ff;\">text<\/span> (6, 9.5, ' <span style=\"color: #008000;\">Here<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10368 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterannoter2.png\" alt=\"Scatterplot \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e43\u0e19 Matplotlib\" width=\"410\" height=\"284\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e2b\u0e25\u0e32\u0e22\u0e08\u0e38\u0e14<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e42\u0e04\u0e49\u0e14\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e43\u0e2b\u0e49\u0e01\u0e31\u0e1a\u0e2b\u0e25\u0e32\u0e22 \u0e46 \u0e08\u0e38\u0e14\u0e1a\u0e19\u0e42\u0e04\u0e23\u0e07\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07:<\/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 = [3, 6, 8, 12, 14]\ny = [4, 9, 14, 12, 9]\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plt. <span style=\"color: #3366ff;\">scatter<\/span> (x,y)\n\n<span style=\"color: #008080;\">#add text to certain points<\/span>\nplt. <span style=\"color: #3366ff;\">text<\/span> (3, 4.5, ' <span style=\"color: #008000;\">This<\/span> ')\nplt. <span style=\"color: #3366ff;\">text<\/span> (6, 9.5, ' <span style=\"color: #008000;\">That<\/span> ')\nplt. <span style=\"color: #3366ff;\">text<\/span> (8.2, 14, ' <span style=\"color: #008000;\">Those<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10369 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterannotate3.png\" alt=\"\u0e43\u0e2a\u0e48\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e2b\u0e25\u0e32\u0e22\u0e08\u0e38\u0e14\u0e1a\u0e19\u0e08\u0e38\u0e14\u0e04\u0e25\u0e32\u0e27\u0e14\u0e4c Matplotlib\" width=\"406\" height=\"275\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e0a\u0e35\u0e49\u0e41\u0e08\u0e07\u0e17\u0e38\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e14\u0e47\u0e19<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e42\u0e04\u0e49\u0e14\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e43\u0e2b\u0e49\u0e01\u0e31\u0e1a\u0e41\u0e15\u0e48\u0e25\u0e30\u0e08\u0e38\u0e14\u0e1a\u0e19\u0e42\u0e04\u0e23\u0e07\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07:<\/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 = [3, 6, 8, 12, 14]\ny = [4, 9, 14, 12, 9]\nlabs = ['A', 'B', 'C', 'D', 'E']\n\n<span style=\"color: #008080;\">#create scatterplot<\/span>\nplt. <span style=\"color: #3366ff;\">scatter<\/span> (x,y)\n\n<span style=\"color: #008080;\">#use for loop to add annotations to each point in plot<\/span> \n<span style=\"color: #008000;\">for<\/span> i, txt <span style=\"color: #008000;\">in<\/span> enumerate(labs):\n    plt. <span style=\"color: #3366ff;\">annotate<\/span> (txt, (x[ <span style=\"color: #993300;\">i<\/span> ], y[ <span style=\"color: #993300;\">i<\/span> ]))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10370 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterannoter4.png\" alt=\"\u0e43\u0e2a\u0e48\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e1a\u0e19 point cloud \u0e02\u0e2d\u0e07 Matplotlib\" width=\"469\" height=\"319\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0e15\u0e32\u0e21\u0e04\u0e48\u0e32\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19 \u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e08\u0e30\u0e16\u0e39\u0e01\u0e27\u0e32\u0e07\u0e44\u0e27\u0e49\u0e40\u0e2b\u0e19\u0e37\u0e2d\u0e08\u0e38\u0e14\u0e43\u0e19\u0e01\u0e25\u0e38\u0e48\u0e21\u0e1e\u0e2d\u0e22\u0e15\u0e4c\u0e04\u0e25\u0e32\u0e27\u0e14\u0e4c\u0e42\u0e14\u0e22\u0e15\u0e23\u0e07 \u0e41\u0e25\u0e30\u0e02\u0e19\u0e32\u0e14\u0e41\u0e1a\u0e1a\u0e2d\u0e31\u0e01\u0e29\u0e23\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19\u0e04\u0e37\u0e2d 10<\/span><\/p>\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\u0e1b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e15\u0e31\u0e49\u0e07\u0e04\u0e48\u0e32\u0e17\u0e31\u0e49\u0e07\u0e2a\u0e2d\u0e07\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e2d\u0e22\u0e39\u0e48\u0e17\u0e32\u0e07\u0e14\u0e49\u0e32\u0e19\u0e02\u0e27\u0e32\u0e02\u0e2d\u0e07\u0e08\u0e38\u0e14\u0e40\u0e25\u0e47\u0e01\u0e19\u0e49\u0e2d\u0e22\u0e41\u0e25\u0e30\u0e02\u0e19\u0e32\u0e14\u0e15\u0e31\u0e27\u0e2d\u0e31\u0e01\u0e29\u0e23\u0e43\u0e2b\u0e0d\u0e48\u0e02\u0e36\u0e49\u0e19\u0e40\u0e25\u0e47\u0e01\u0e19\u0e49\u0e2d\u0e22:<\/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 = [3, 6, 8, 12, 14]\ny = [4, 9, 14, 12, 9]\nlabs = ['A', 'B', 'C', 'D', 'E']\n\n<span style=\"color: #008080;\">#create scatterplot<\/span>\nplt. <span style=\"color: #3366ff;\">scatter<\/span> (x,y)\n\n<span style=\"color: #008080;\">#use for loop to add annotations to each point in plot<\/span> \n<span style=\"color: #008000;\">for<\/span> i, txt <span style=\"color: #008000;\">in<\/span> enumerate(labs):\n    plt. <span style=\"color: #3366ff;\">annotate<\/span> (txt, (x[ <span style=\"color: #993300;\">i<\/span> ]+.25, y[ <span style=\"color: #993300;\">i<\/span> ]), fontsize=12)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10371 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterannoter5.png\" alt=\"Matplotlib \u0e43\u0e2a\u0e48\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e41\u0e15\u0e48\u0e25\u0e30\u0e08\u0e38\u0e14\u0e25\u0e07\u0e08\u0e38\u0e14\" width=\"410\" height=\"276\" srcset=\"\" sizes=\"auto, \"><\/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\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e01\u0e32\u0e23\u0e07\u0e32\u0e19\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e2d\u0e37\u0e48\u0e19\u0e46 \u0e43\u0e19 Matplotlib:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/th\/\u0e15\u0e33\u0e19\u0e32\u0e19\u0e04\u0e25\u0e32\u0e27\u0e14\u0e4c\u0e1e\u0e2d\u0e22\u0e15\u0e4c-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e41\u0e1c\u0e19\u0e20\u0e39\u0e21\u0e34\u0e43\u0e2b\u0e49\u0e01\u0e31\u0e1a Scatterplot \u0e43\u0e19 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e2a\u0e35-matplotlib-\u0e15\u0e32\u0e21\u0e04\u0e48\u0e32-scatterplot\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e23\u0e30\u0e1a\u0e32\u0e22\u0e2a\u0e35 Scatterplot \u0e15\u0e32\u0e21\u0e04\u0e48\u0e32\u0e43\u0e19 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e40\u0e2a\u0e49\u0e19\u0e40\u0e09\u0e25\u0e35\u0e48\u0e22\u0e02\u0e2d\u0e07-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e40\u0e2a\u0e49\u0e19\u0e40\u0e09\u0e25\u0e35\u0e48\u0e22\u0e43\u0e2b\u0e49\u0e01\u0e31\u0e1a\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e19 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