{"id":2129,"date":"2023-07-23T13:57:35","date_gmt":"2023-07-23T13:57:35","guid":{"rendered":"https:\/\/statorials.org\/my\/seaborn-barplot-%e1%81%8f%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%80%e1%80%ad%e1%80%af%e1%80%95%e1%80%bc%e1%80%9e%e1%80%9e%e1%80%8a\/"},"modified":"2023-07-23T13:57:35","modified_gmt":"2023-07-23T13:57:35","slug":"seaborn-barplot-%e1%81%8f%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%80%e1%80%ad%e1%80%af%e1%80%95%e1%80%bc%e1%80%9e%e1%80%9e%e1%80%8a","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/seaborn-barplot-%e1%81%8f%e1%80%90%e1%80%94%e1%80%ba%e1%80%96%e1%80%ad%e1%80%af%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8%e1%80%80%e1%80%ad%e1%80%af%e1%80%95%e1%80%bc%e1%80%9e%e1%80%9e%e1%80%8a\/","title":{"rendered":"Seaborn barplot (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1015\u103c\u101e\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/seaborn.pydata.org\/\" target=\"_blank\" rel=\"noopener\">marine<\/a> barplot \u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1015\u103c\u101e\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b function \u1000\u102d\u102f \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">def<\/span> <span style=\"color: #3366ff;\">show_values<\/span> (axs, orient=\" <span style=\"color: #ff0000;\">v<\/span> \", space=.01):\n    def <span style=\"color: #3366ff;\">_single<\/span> (ax):\n        <span style=\"color: #008000;\">if<\/span> orient == \" <span style=\"color: #ff0000;\">v<\/span> \":\n            <span style=\"color: #008000;\">for<\/span> p <span style=\"color: #008000;\">in<\/span> ax. <span style=\"color: #3366ff;\">patches<\/span> :\n                _x = p. <span style=\"color: #3366ff;\">get_x<\/span> () + p. <span style=\"color: #3366ff;\">get_width<\/span> ()\/2\n                _y = p. <span style=\"color: #3366ff;\">get_y<\/span> () + p. <span style=\"color: #3366ff;\">get_height<\/span> () + ( <span style=\"color: #3366ff;\">p.get_height<\/span> ()*0.01)\n                value = ' <span style=\"color: #ff0000;\">{:.1f}<\/span> '. <span style=\"color: #3366ff;\">format<\/span> (e.g. <span style=\"color: #3366ff;\">get_height<\/span> ())\n                ax. <span style=\"color: #3366ff;\">text<\/span> (_x, _y, value, ha=\" <span style=\"color: #ff0000;\">center<\/span> \") \n        <span style=\"color: #008000;\">elif<\/span> orient == \" <span style=\"color: #ff0000;\">h<\/span> \":\n            <span style=\"color: #008000;\">for<\/span> p <span style=\"color: #008000;\">in<\/span> ax. <span style=\"color: #3366ff;\">patches<\/span> :\n                _x = p. <span style=\"color: #3366ff;\">get_x<\/span> () + p. <span style=\"color: #3366ff;\">get_width<\/span> () + float(space)\n                _y = p. <span style=\"color: #3366ff;\">get_y<\/span> () + p. <span style=\"color: #3366ff;\">get_height<\/span> () - (e.g. <span style=\"color: #3366ff;\">get_height<\/span> ()*0.5)\n                value = ' <span style=\"color: #ff0000;\">{:.1f}<\/span> '. <span style=\"color: #3366ff;\">format<\/span> (e.g. <span style=\"color: #3366ff;\">get_width<\/span> ())\n                ax. <span style=\"color: #3366ff;\">text<\/span> (_x, _y, value, ha=\" <span style=\"color: #ff0000;\">left<\/span> \")\n\n    <span style=\"color: #008000;\">if<\/span> isinstance(axs, <span style=\"color: #3366ff;\">np.ndarray<\/span> ):\n        <span style=\"color: #008000;\">for<\/span> idx, ax <span style=\"color: #008000;\">in<\/span> np. <span style=\"color: #3366ff;\">ndenumerate<\/span> (axs):\n            _single(ax)\n    <span style=\"color: #008000;\">else<\/span> :\n        _single(axs)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1021\u101c\u103b\u102c\u1038\u101c\u102d\u102f\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u1012\u1031\u102b\u1004\u103a\u101c\u102d\u102f\u1000\u103a barplots \u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101c\u102f\u1015\u103a\u101c\u102f\u1015\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a Seaborn \u201ctips\u201d dataset \u1016\u103c\u1004\u1037\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\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: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n<span style=\"color: #008080;\">#load tips dataset<\/span>\n<span style=\"color: #000000;\">data = sns. <span style=\"color: #3366ff;\">load_dataset<\/span> (\u201c <span style=\"color: #ff0000;\">tips<\/span> \u201d)<\/span>\n\n<span style=\"color: #008080;\">#view first five rows<\/span>\n<span style=\"color: #000000;\">data. <span style=\"color: #3366ff;\">head<\/span> ()\n\n\ttotal_bill tip sex smoker day time size\n0 16.99 1.01 Female No Sun Dinner 2\n1 10.34 1.66 Male No Sun Dinner 3\n2 21.01 3.50 Male No Sun Dinner 3\n3 23.68 3.31 Male No Sun Dinner 2\n4 24.59 3.61 Female No Sun Dinner 4<\/span>\n<\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1: \u1012\u1031\u102b\u1004\u103a\u101c\u102d\u102f\u1000\u103a barplot \u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1012\u1031\u102b\u1004\u103a\u101c\u102d\u102f\u1000\u103a barplot \u1010\u1005\u103a\u1001\u102f\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u101e\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vertical barplot<\/span>\np = sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #ff0000;\">day<\/span> \", y=\" <span style=\"color: #ff0000;\">tip<\/span> \", data=data, ci= <span style=\"color: #008000;\">None<\/span> )\n\n<span style=\"color: #008080;\">#show values on barplot\n<\/span>show_values(p)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19750 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/baraffichage1.png\" alt=\"\" width=\"571\" height=\"382\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2: \u1021\u101c\u103b\u102c\u1038\u101c\u102d\u102f\u1000\u103a barplot \u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u101c\u103b\u102c\u1038\u101c\u102d\u102f\u1000\u103a barplot \u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u101e\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create horizontal barplot<\/span>\np = sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #ff0000;\">tip<\/span> \", y=\" <span style=\"color: #ff0000;\">day<\/span> \", data=data, ci= <span style=\"color: #008000;\">None<\/span> )\n\n<span style=\"color: #008080;\">#show values on barplot<\/span>\nshow_values(p, \" <span style=\"color: #ff0000;\">h<\/span> \", space= <span style=\"color: #008000;\">0<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19751 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/barshow2.png\" alt=\"\" width=\"578\" height=\"385\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1014\u1031\u101b\u102c\u101c\u103d\u1010\u103a\u1021\u1010\u103d\u1000\u103a \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u1037\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1015\u102d\u102f\u1000\u103c\u102e\u1038\u101c\u1031\u104a \u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1021\u1000\u103d\u102c\u1021\u101d\u1031\u1038\u1010\u103d\u1004\u103a \u1018\u102c\u1038\u1019\u103b\u102c\u1038\u1019\u103e \u101b\u103e\u102d\u1014\u1031\u1019\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1025\u1015\u1019\u102c\u104a \u1014\u1031\u101b\u102c\u101c\u103d\u1010\u103a\u1000\u102d\u102f <strong>0<\/strong> \u1019\u103e <strong>.05<\/strong> \u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u103c\u100a\u1037\u103a\u101b\u1021\u1031\u102c\u1004\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create horizontal barplot<\/span>\np = sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #ff0000;\">tip<\/span> \", y=\" <span style=\"color: #ff0000;\">day<\/span> \", data=data, ci= <span style=\"color: #008000;\">None<\/span> )\n\n<span style=\"color: #008080;\">#show values on barplot<\/span>\nshow_values(p, \" <span style=\"color: #ff0000;\">h<\/span> \", space= <span style=\"color: #008000;\">0.05<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19752 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/barshow3.png\" alt=\"\" width=\"583\" height=\"391\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a<\/strong> &#8211; \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u1037\u103a \u1012\u103f\u1019\u1014\u1031\u101b\u102c\u1019\u103b\u102c\u1038\u104f \u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1014\u103a\u104a \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u104f \u1024\u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u1005\u103d\u102c \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u102b\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>value = ' <span style=\"color: #ff0000;\">{:.1f}<\/span> '. <span style=\"color: #3366ff;\">format<\/span> (e.g. <span style=\"color: #3366ff;\">get_height<\/span> ())\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u104e\u1004\u103a\u1038\u1000\u102d\u102f\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b \u1010\u1005\u103a\u1001\u102f\u1021\u1005\u102c\u1038 \u1012\u103f\u1019\u1014\u1031\u101b\u102c\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f\u1015\u103c\u101e\u101b\u1014\u103a <strong>1f<\/strong> \u1019\u103e <strong>.2f<\/strong> \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> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1015\u1004\u103a\u101c\u101a\u103a\u1019\u103d\u1031\u1038\u1010\u103d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u101e\u100a\u103a-<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/my\/marine-camembert\/\" target=\"_blank\" rel=\"noopener\">Seaborn \u1010\u103d\u1004\u103a Pie Chart \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1004\u103a\u101c\u101a\u103a\u1015\u103c\u1004\u103a\u1021\u1001\u103b\u102d\u1014\u103a\u1007\u101a\u102c\u1038\/\" target=\"_blank\" rel=\"noopener\">Seaborn \u1010\u103d\u1004\u103a Time Series Plot \u1010\u1005\u103a\u1001\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1004\u103a\u101c\u101a\u103a\u1015\u103c\u1004\u103a\u1010\u103d\u1004\u103a-\u1019\u103c\u1031\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101b\u103e\u102d\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036\u1010\u100a\u103a\u1038\u1010\u103d\u1004\u103a \u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101e\u1031\u102c Seaborn Plots \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>marine barplot \u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1015\u103c\u101e\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b function \u1000\u102d\u102f \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a- def show_values (axs, orient=&#8221;  v &#8220; , space=.01): def _single (ax): if orient == &#8221;  v &#8220; : for p in ax. patches : _x = p. get_x () + p. get_width ()\/2 _y = p. get_y () + p. get_height () + ( p.get_height ()*0.01) value = &#8216; [&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>Seaborn Barplot (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials \u1010\u103d\u1004\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a 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