{"id":2129,"date":"2023-07-23T13:57:35","date_gmt":"2023-07-23T13:57:35","guid":{"rendered":"https:\/\/statorials.org\/th\/barplot-%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5%e0%b9%80%e0%b8%81%e0%b8%b4%e0%b8%94%e0%b9%81%e0%b8%aa%e0%b8%94%e0%b8%87%e0%b8%84%e0%b9%88%e0%b8%b2\/"},"modified":"2023-07-23T13:57:35","modified_gmt":"2023-07-23T13:57:35","slug":"barplot-%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5%e0%b9%80%e0%b8%81%e0%b8%b4%e0%b8%94%e0%b9%81%e0%b8%aa%e0%b8%94%e0%b8%87%e0%b8%84%e0%b9%88%e0%b8%b2","status":"publish","type":"post","link":"https:\/\/statorials.org\/th\/barplot-%e0%b8%97%e0%b8%b0%e0%b9%80%e0%b8%a5%e0%b9%80%e0%b8%81%e0%b8%b4%e0%b8%94%e0%b9%81%e0%b8%aa%e0%b8%94%e0%b8%87%e0%b8%84%e0%b9%88%e0%b8%b2\/","title":{"rendered":"\u0e27\u0e34\u0e18\u0e35\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 seaborn barplot (\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07)"},"content":{"rendered":"

<\/p>\n

\n

\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e1f\u0e31\u0e07\u0e01\u0e4c\u0e0a\u0e31\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 barplot \u0e17\u0e32\u0e07\u0e17\u0e30\u0e40\u0e25<\/a> :<\/span><\/p>\n

 def<\/span> show_values<\/span> (axs, orient=\" v<\/span> \", space=.01):\n    def _single<\/span> (ax):\n        if<\/span> orient == \" v<\/span> \":\n            for<\/span> p in<\/span> ax. patches<\/span> :\n                _x = p. get_x<\/span> () + p. get_width<\/span> ()\/2\n                _y = p. get_y<\/span> () + p. get_height<\/span> () + ( p.get_height<\/span> ()*0.01)\n                value = ' {:.1f}<\/span> '. format<\/span> (e.g. get_height<\/span> ())\n                ax. text<\/span> (_x, _y, value, ha=\" center<\/span> \") \n        elif<\/span> orient == \" h<\/span> \":\n            for<\/span> p in<\/span> ax. patches<\/span> :\n                _x = p. get_x<\/span> () + p. get_width<\/span> () + float(space)\n                _y = p. get_y<\/span> () + p. get_height<\/span> () - (e.g. get_height<\/span> ()*0.5)\n                value = ' {:.1f}<\/span> '. format<\/span> (e.g. get_width<\/span> ())\n                ax. text<\/span> (_x, _y, value, ha=\" left<\/span> \")\n\n    if<\/span> isinstance(axs, np.ndarray<\/span> ):\n        for<\/span> idx, ax in<\/span> np. ndenumerate<\/span> (axs):\n            _single(ax)\n    else<\/span> :\n        _single(axs)\n<\/strong><\/pre>\n
 \u0e1f\u0e31\u0e07\u0e01\u0e4c\u0e0a\u0e31\u0e19\u0e19\u0e35\u0e49\u0e43\u0e0a\u0e49\u0e44\u0e14\u0e49\u0e01\u0e31\u0e1a barplot \u0e41\u0e19\u0e27\u0e19\u0e2d\u0e19\u0e41\u0e25\u0e30\u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07<\/span><\/p>\n
 \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\u0e01\u0e31\u0e1a\u0e0a\u0e38\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 “\u0e40\u0e04\u0e25\u0e47\u0e14\u0e25\u0e31\u0e1a” \u0e02\u0e2d\u0e07 Seaborn:<\/span><\/p>\n
 import<\/span> seaborn as<\/span> sns<\/span>\nimport<\/span> pandas as<\/span> pd<\/span>\nimport<\/span> numpy as<\/span> np<\/span>\n\n#load tips dataset<\/span>\ndata = sns. load_dataset<\/span> (\u201c tips<\/span> \u201d)<\/span>\n\n#view first five rows<\/span>\ndata. 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
 \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 1: \u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 barplot \u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07<\/strong><\/span><\/h3>\n
 \u0e23\u0e2b\u0e31\u0e2a\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 barplot \u0e41\u0e19\u0e27\u0e15\u0e31\u0e49\u0e07:<\/span> <\/p>\n
 #create vertical barplot<\/span>\np = sns. barplot<\/span> (x=\" day<\/span> \", y=\" tip<\/span> \", data=data, ci= None<\/span> )\n\n#show values on barplot\n<\/span>show_values(p)\n<\/strong><\/pre>\n
\"\"<\/p>\n
 \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e17\u0e35\u0e48 2: \u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 barplot \u0e41\u0e19\u0e27\u0e19\u0e2d\u0e19<\/strong><\/span><\/h3>\n
 \u0e23\u0e2b\u0e31\u0e2a\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 barplot \u0e41\u0e19\u0e27\u0e19\u0e2d\u0e19:<\/span> <\/p>\n
 #create horizontal barplot<\/span>\np = sns. barplot<\/span> (x=\" tip<\/span> \", y=\" day<\/span> \", data=data, ci= None<\/span> )\n\n#show values on barplot<\/span>\nshow_values(p, \" h<\/span> \", space= 0<\/span> )\n<\/strong><\/pre>\n
\"\"<\/p>\n
 \u0e42\u0e1b\u0e23\u0e14\u0e17\u0e23\u0e32\u0e1a\u0e27\u0e48\u0e32\u0e22\u0e34\u0e48\u0e07\u0e04\u0e38\u0e13\u0e43\u0e0a\u0e49\u0e04\u0e48\u0e32\u0e0a\u0e48\u0e2d\u0e07\u0e27\u0e48\u0e32\u0e07\u0e21\u0e32\u0e01\u0e40\u0e17\u0e48\u0e32\u0e43\u0e14 \u0e1b\u0e49\u0e32\u0e22\u0e01\u0e47\u0e08\u0e30\u0e22\u0e34\u0e48\u0e07\u0e2d\u0e22\u0e39\u0e48\u0e2b\u0e48\u0e32\u0e07\u0e08\u0e32\u0e01\u0e41\u0e16\u0e1a\u0e21\u0e32\u0e01\u0e02\u0e36\u0e49\u0e19\u0e40\u0e17\u0e48\u0e32\u0e19\u0e31\u0e49\u0e19<\/span><\/p>\n
 \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e0a\u0e48\u0e19 \u0e25\u0e2d\u0e07\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e0a\u0e48\u0e2d\u0e07\u0e27\u0e48\u0e32\u0e07\u0e08\u0e32\u0e01 0<\/strong> \u0e40\u0e1b\u0e47\u0e19 .05<\/strong> :<\/span> <\/p>\n
 #create horizontal barplot<\/span>\np = sns. barplot<\/span> (x=\" tip<\/span> \", y=\" day<\/span> \", data=data, ci= None<\/span> )\n\n#show values on barplot<\/span>\nshow_values(p, \" h<\/span> \", space= 0.05<\/span> )<\/strong> <\/pre>\n
\"\"<\/p>\n
 \u0e2b\u0e21\u0e32\u0e22\u0e40\u0e2b\u0e15\u0e38<\/strong> : \u0e2b\u0e32\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e08\u0e33\u0e19\u0e27\u0e19\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07\u0e17\u0e28\u0e19\u0e34\u0e22\u0e21\u0e17\u0e35\u0e48\u0e41\u0e2a\u0e14\u0e07 \u0e40\u0e1e\u0e35\u0e22\u0e07\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e04\u0e48\u0e32\u0e43\u0e19\u0e1a\u0e23\u0e23\u0e17\u0e31\u0e14\u0e02\u0e2d\u0e07\u0e1f\u0e31\u0e07\u0e01\u0e4c\u0e0a\u0e31\u0e19\u0e19\u0e35\u0e49:<\/span><\/p>\n
 value = ' {:.1f}<\/span> '. format<\/span> (e.g. get_height<\/span> ())\n<\/strong><\/pre>\n
 \u0e40\u0e0a\u0e48\u0e19 \u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e40\u0e1b\u0e47\u0e19 . 1f<\/strong> \u0e16\u0e36\u0e07 .2f<\/strong> \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e2a\u0e14\u0e07\u0e17\u0e28\u0e19\u0e34\u0e22\u0e21\u0e2a\u0e2d\u0e07\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07<\/span><\/p>\n
 \u0e41\u0e2b\u0e25\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e40\u0e15\u0e34\u0e21<\/strong><\/span><\/h3>\n
 \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\u0e01\u0e32\u0e23\u0e17\u0e33\u0e2b\u0e19\u0e49\u0e32\u0e17\u0e35\u0e48\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e2d\u0e37\u0e48\u0e19\u0e46 \u0e43\u0e19\u0e17\u0e30\u0e40\u0e25:<\/span><\/p>\n
 \u0e27\u0e34\u0e18\u0e35\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e20\u0e39\u0e21\u0e34\u0e27\u0e07\u0e01\u0e25\u0e21\u0e43\u0e19 Seaborn<\/a>
 \u0e27\u0e34\u0e18\u0e35\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e1e\u0e25\u0e47\u0e2d\u0e15\u0e2d\u0e19\u0e38\u0e01\u0e23\u0e21\u0e40\u0e27\u0e25\u0e32\u0e43\u0e19 Seaborn<\/a>
 \u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1b\u0e25\u0e07 Seaborn \u0e2b\u0e25\u0e32\u0e22\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e40\u0e14\u0e35\u0e22\u0e27<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e1f\u0e31\u0e07\u0e01\u0e4c\u0e0a\u0e31\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 barplot \u0e17\u0e32\u0e07\u0e17 […]<\/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-2129","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"\n\u0e27\u0e34\u0e18\u0e35\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 Seaborn Barplot (\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07) - Statorials<\/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\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 barplot \u0e43\u0e19 Seaborn \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e15\u0e48\u0e32\u0e07\u0e46\" \/>\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\/th\/barplot-\u0e17\u0e30\u0e40\u0e25\u0e40\u0e01\u0e34\u0e14\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\/\" \/>\n<meta property=\"og:locale\" content=\"th_TH\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0e27\u0e34\u0e18\u0e35\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e1a\u0e19 Seaborn Barplot (\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07) - Statorials\" \/>\n<meta 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