{"id":2056,"date":"2026-07-27T02:10:31","date_gmt":"2026-07-27T02:10:31","guid":{"rendered":"https:\/\/www.vpascode.com\/vn\/docs\/uncategorized\/boxplot-chart-statistical-distribution-and-outlier-spotting-guide\/"},"modified":"2026-07-27T02:10:31","modified_gmt":"2026-07-27T02:10:31","slug":"boxplot-chart-statistical-distribution-and-outlier-spotting-guide","status":"publish","type":"ld_docs","link":"https:\/\/www.vpascode.com\/vn\/docs\/vpascode-docs\/boxplot-chart-statistical-distribution-and-outlier-spotting-guide\/","title":{"rendered":"Bi\u1ec3u \u0111\u1ed3 h\u1ed9p: Ph\u00e2n ph\u1ed1i th\u1ed1ng k\u00ea v\u00e0 ph\u00e1t hi\u1ec7n \u0111i\u1ec3m ngo\u1ea1i l\u1ec7"},"content":{"rendered":"

Khi b\u1ea1n c\u1ea7n ph\u00e2n t\u00edch \u0111\u1ed9 ph\u00e2n t\u00e1n d\u1eef li\u1ec7u v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1ea5t th\u01b0\u1eddng trong c\u00e1c nh\u00f3m, th\u00ec Bi\u1ec3u \u0111\u1ed3 h\u1ed9p<\/strong> (hay c\u00f2n g\u1ecdi l\u00e0 Bi\u1ec3u \u0111\u1ed3 h\u1ed9p v\u00e0 d\u00e2y chuy\u1ec1n) l\u00e0 c\u00f4ng c\u1ee5 tr\u1ef1c quan th\u1ed1ng k\u00ea ti\u00eau chu\u1ea9n. B\u1eb1ng c\u00e1ch t\u00f3m t\u1eaft d\u1eef li\u1ec7u li\u00ean t\u1ee5c th\u00e0nh n\u0103m s\u1ed1 li\u1ec7u ch\u00ednh\u2014Gi\u00e1 tr\u1ecb nh\u1ecf nh\u1ea5t, t\u1ee9 ph\u00e2n v\u1ecb th\u1ee9 nh\u1ea5t (Q1), Trung v\u1ecb (Q2), t\u1ee9 ph\u00e2n v\u1ecb th\u1ee9 ba (Q3), v\u00e0 Gi\u00e1 tr\u1ecb l\u1edbn nh\u1ea5t\u2014bi\u1ec3u \u0111\u1ed3 h\u1ed9p cho th\u1ea5y \u0111\u1ed9 l\u1ec7ch, \u0111\u1ed9 bi\u1ebfn thi\u00ean v\u00e0 c\u00e1c \u0111i\u1ec3m ngo\u1ea1i l\u1ec7 c\u1ef1c \u0111oan<\/em> m\u1ed9t c\u00e1ch nhanh ch\u00f3ng m\u00e0 kh\u00f4ng l\u00e0m r\u1ed1i m\u1eaft b\u1eb1ng d\u1eef li\u1ec7u th\u00f4.<\/p>\n

C\u01a1 ch\u1ebf c\u1ee7a bi\u1ec3u \u0111\u1ed3 h\u1ed9p<\/h2>\n

Trong Apache ECharts, c\u00e1c h\u1ed9p th\u1ed1ng k\u00ea \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng type: 'boxplot'<\/code>. M\u1ed7i m\u1ee5c d\u1eef li\u1ec7u mong \u0111\u1ee3i m\u1ed9t m\u1ea3ng s\u1ed1 c\u00f3 5 ph\u1ea7n t\u1eed \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp theo th\u1ee9 t\u1ef1 [Gi\u00e1 tr\u1ecb nh\u1ecf nh\u1ea5t, Q1, Trung v\u1ecb, Q3, Gi\u00e1 tr\u1ecb l\u1edbn nh\u1ea5t]<\/code>. ECharts c\u0169ng bao g\u1ed3m m\u1ed9t c\u00f4ng c\u1ee5 chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u t\u00edch h\u1ee3p \u0111\u1ec3 t\u00ednh to\u00e1n c\u00e1c gi\u1edbi h\u1ea1n th\u1ed1ng k\u00ea n\u00e0y tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c con s\u1ed1 th\u00f4.<\/p>\n

1. C\u00e0i \u0111\u1eb7t c\u01a1 b\u1ea3n<\/h3>\n

\u0110\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t bi\u1ec3u \u0111\u1ed3 h\u1ed9p c\u01a1 b\u1ea3n, h\u00e3y \u00e1nh x\u1ea1 c\u00e1c danh m\u1ee5c d\u1ecdc theo tr\u1ee5c X v\u00e0 cung c\u1ea5p c\u00e1c m\u1ea3ng t\u00f3m t\u1eaft 5 s\u1ed1 \u0111\u00e3 t\u00ednh to\u00e1n b\u00ean trong d\u1eef li\u1ec7u chu\u1ed7i c\u1ee7a b\u1ea1n:<\/p>\n

\n
\nECharts<\/span>
\n
\n<\/path><\/path><\/svg>
\nCh\u1ec9nh s\u1eeda ECharts trong VPasCode<\/span>
\n<\/a>\n<\/div>\n
\n
\r\n
\r\n ECharts<\/span>\r\n \r\n <\/path><\/path><\/svg>\r\n Edit ECharts in VPasCode<\/span>\r\n <\/a>\r\n <\/div>\r\n
\r\n 
option = {\r\n    tooltip: {\r\n        trigger: 'item',\r\n        axisPointer: { type: 'shadow' }\r\n    },\r\n    xAxis: {\r\n        type: 'category',\r\n        data: ['Danh m\u1ee5c 1', 'Danh m\u1ee5c 2', 'Danh m\u1ee5c 3', 'Danh m\u1ee5c 4', 'Danh m\u1ee5c 5']\r\n    },\r\n    yAxis: {\r\n        type: 'value',\r\n        name: 'Gi\u00e1 tr\u1ecb ph\u00e2n b\u1ed1'\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Bi\u1ec3u \u0111\u1ed3 h\u1ed9p',\r\n            type: 'boxplot',\r\n            data: [\r\n                [655, 850, 940, 980, 1070], \/\/ [Nh\u1ecf nh\u1ea5t, Q1, Trung v\u1ecb, Q3, L\u1edbn nh\u1ea5t]\r\n                [760, 800, 845, 885, 960],\r\n                [780, 840, 855, 880, 940],\r\n                [720, 767, 815, 865, 920],\r\n                [890, 920, 950, 970, 990]\r\n            ]\r\n        }\r\n    ]\r\n};<\/code><\/pre>                <\/div>\r\n                
\r\n                    \r\n                        <\/path><\/path><\/svg>\r\n                        Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n
\n
\n<\/path><\/path><\/svg>
\nCh\u1ec9nh s\u1eeda ECharts trong VPasCode<\/span>
\n<\/a>\n<\/div>\n<\/div>\n
\"\"<\/p>\n
\u00a0<\/p>\n
C\u00e1c k\u1ef9 thu\u1eadt c\u1ea5u tr\u00fac n\u00e2ng cao<\/h2>\n
B\u1ea1n c\u00f3 th\u1ec3 ch\u1ed3ng c\u00e1c \u0111i\u1ec3m ph\u00e2n t\u00e1n \u0111i\u1ec3m ngo\u1ea1i l\u1ec7 ho\u1eb7c x\u00e2y d\u1ef1ng bi\u1ec3u \u0111\u1ed3 h\u1ed9p n\u1eb1m ngang cho c\u00e1c danh m\u1ee5c c\u00f3 t\u00ean d\u00e0i.<\/p>\n
1. B\u1ed1 c\u1ee5c bi\u1ec3u \u0111\u1ed3 h\u1ed9p n\u1eb1m ngang<\/h3>\n
Thi\u1ebft l\u1eadp yAxis<\/code> l\u00e0m thang danh m\u1ee5c v\u00e0 xAxis<\/code> l\u00e0m thang gi\u00e1 tr\u1ecb s\u1ed1 \u0111\u1ec3 xoay bi\u1ec3u \u0111\u1ed3 h\u1ed9p theo chi\u1ec1u ngang nh\u1eb1m c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng \u0111\u1ecdc nh\u00e3n:<\/p>\n
\n
\nECharts<\/span>
\n
\n<\/path><\/path><\/svg>
\nCh\u1ec9nh s\u1eeda ECharts trong VPasCode<\/span>
\n<\/a>\n<\/div>\n
\n            
\r\n                                
\r\n                    ECharts<\/span>\r\n                    \r\n                        <\/path><\/path><\/svg>\r\n                        Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                
\r\n                    
option = {\r\n    tooltip: {\r\n        trigger: 'item',\r\n        axisPointer: { type: 'shadow' }\r\n    },\r\n    xAxis: {\r\n        type: 'value'\r\n    },\r\n    yAxis: {\r\n        type: 'category',\r\n        data: ['M\u00e1y ch\u1ee7 Alpha', 'M\u00e1y ch\u1ee7 Beta', 'M\u00e1y ch\u1ee7 Gamma']\r\n    },\r\n    series: [\r\n        {\r\n            name: '\u0110\u1ed9 tr\u1ec5 (ms)',\r\n            type: 'boxplot',\r\n            data: [\r\n                [12, 18, 22, 28, 35],\r\n                [15, 24, 30, 38, 48],\r\n                [8, 12, 15, 20, 27]\r\n            ],\r\n            itemStyle: {\r\n                color: '#e0f2fe',\r\n                borderColor: '#0284c7',\r\n                borderWidth: 2\r\n            }\r\n        }\r\n    ]\r\n};<\/code><\/pre>                <\/div>\r\n                
\r\n                    \r\n                        <\/path><\/path><\/svg>\r\n                        Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n
\n
\n<\/path><\/path><\/svg>
\nCh\u1ec9nh s\u1eeda ECharts trong VPasCode<\/span>
\n<\/a>\n<\/div>\n<\/div>\n
\"\"<\/p>\n
\u00a0<\/p>\n
Tinh ch\u1ec9nh b\u1ed1 c\u1ee5c v\u00e0 \u0111\u1ecbnh d\u1ea1ng<\/h2>\n
M\u00e0u s\u1eafc h\u1ed9p t\u00f9y ch\u1ec9nh, \u0111\u1ed9 r\u1ed9ng d\u00e2y chuy\u1ec1n v\u00e0 \u0111\u1ecbnh d\u1ea1ng \u0111\u01b0\u1eddng trung v\u1ecb gi\u00fap ph\u00e2n bi\u1ec7t h\u00ecnh \u1ea3nh r\u00f5 r\u00e0ng h\u01a1n trong c\u00e1c b\u1ed1 c\u1ee5c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ph\u1ee9c t\u1ea1p.<\/p>\n
1. \u0110i\u1ec1n m\u00e0u h\u1ed9p t\u00f9y ch\u1ec9nh v\u00e0 \u0111\u1ecbnh d\u1ea1ng \u0111i\u1ec3m ngo\u1ea1i l\u1ec7<\/h3>\n
Thi\u1ebft l\u1eadp vi\u1ec1n h\u1ed9p, m\u00e0u \u0111i\u1ec1n v\u00e0 thu\u1ed9c t\u00ednh \u0111\u01b0\u1eddng d\u00e2y chuy\u1ec1n \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi thi\u1ebft k\u1ebf giao di\u1ec7n c\u1ee7a b\u1ea1n:<\/p>\n
\n
\nECharts<\/span>
\n
\n<\/path><\/path><\/svg>
\nCh\u1ec9nh s\u1eeda ECharts trong VPasCode<\/span>
\n<\/a>\n<\/div>\n
\n            
\r\n                                
\r\n                    ECharts<\/span>\r\n                    \r\n                        <\/path><\/path><\/svg>\r\n                        Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                
\r\n                    
option = {\r\n    grid: {\r\n        left: '10%',\r\n        right: '10%',\r\n        containLabel: true\r\n    },\r\n    xAxis: {\r\n        type: 'category',\r\n        data: ['Nh\u00f3m A', 'Nh\u00f3m B', 'Nh\u00f3m C']\r\n    },\r\n    yAxis: {\r\n        type: 'value'\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Ph\u00e2n b\u1ed1 \u0111i\u1ec3m s\u1ed1',\r\n            type: 'boxplot',\r\n            boxWidth: ['20%', '50%'], \/\/ Gi\u1edbi h\u1ea1n \u0111\u1ed9 r\u1ed9ng h\u1ed9p linh ho\u1ea1t\r\n            itemStyle: {\r\n                color: '#f0fdf4',\r\n                borderColor: '#16a34a',\r\n                borderWidth: 2\r\n            },\r\n            data: [\r\n                [40, 55, 68, 82, 95],\r\n                [50, 62, 75, 88, 98],\r\n                [30, 45, 58, 70, 85]\r\n            ]\r\n        }\r\n    ]\r\n};<\/code><\/pre>                <\/div>\r\n                
\r\n                    \r\n                        <\/path><\/path><\/svg>\r\n                        Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n
\n
\n<\/path><\/path><\/svg>
\nCh\u1ec9nh s\u1eeda ECharts trong VPasCode<\/span>
\n<\/a>\n<\/div>\n<\/div>\n
\"\"<\/p>\n
\u00a0<\/p>\n
C\u00e1c th\u1ef1c h\u00e0nh t\u1ed1t chi\u1ebfn l\u01b0\u1ee3c<\/h2>\n
    \n
  • Ki\u1ec3m tra l\u1ea1i th\u1ee9 t\u1ef1 t\u00f3m t\u1eaft:<\/strong>X\u00e1c minh r\u1eb1ng c\u00e1c gi\u00e1 tr\u1ecb m\u1ea3ng tu\u00e2n theo th\u1ee9 t\u1ef1 nghi\u00eam ng\u1eb7t:[T\u1ed1i thi\u1ec3u, Q1, Trung v\u1ecb, Q3, T\u1ed1i \u0111a]<\/code>. Th\u1ee9 t\u1ef1 sai s\u1ebd g\u00e2y ra l\u1ed7i hi\u1ec3n th\u1ecb.<\/li>\n
  • Gh\u00e9p \u0111i\u1ec3m ngo\u1ea1i l\u1ec7 v\u1edbi chu\u1ed7i ph\u00e2n t\u00e1n:<\/strong>S\u1eed d\u1ee5ng m\u1ed9t chu\u1ed7i ph\u1ee5ph\u00e2n t\u00e1n<\/code> tr\u00ean n\u1ec1n bi\u1ec3u \u0111\u1ed3 h\u1ed9p \u0111\u1ec3 hi\u1ec3n th\u1ecb c\u00e1c \u0111i\u1ec3m ngo\u1ea1i l\u1ec7 th\u1ed1ng k\u00ea c\u1ef1c \u0111oan nh\u01b0 c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u ri\u00eang l\u1ebb.<\/li>\n
  • \u0110i\u1ec1u ch\u1ec9nh kho\u1ea3ng c\u00e1ch l\u1ec1 l\u01b0\u1edbi:<\/strong>\u0110\u1ea3m b\u1ea3o \u0111\u1ee7grid.bottom<\/code>ho\u1eb7cgrid.left<\/code> kho\u1ea3ng c\u00e1ch \u0111\u1ec3 t\u00ean danh m\u1ee5c d\u00e0i kh\u00f4ng va ch\u1ea1m v\u1edbi c\u00e1c \u0111\u01b0\u1eddng d\u00e2y chuy\u1ec1n.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
    Khi b\u1ea1n c\u1ea7n ph\u00e2n t\u00edch \u0111\u1ed9 ph\u00e2n t\u00e1n d\u1eef li\u1ec7u v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1ea5t th\u01b0\u1eddng trong c\u00e1c nh\u00f3m, th\u00ec Bi\u1ec3u \u0111\u1ed3 h\u1ed9p (hay c\u00f2n g\u1ecdi l\u00e0 Bi\u1ec3u \u0111\u1ed3 h\u1ed9p v\u00e0 d\u00e2y chuy\u1ec1n) l\u00e0 c\u00f4ng c\u1ee5 tr\u1ef1c…<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":14,"template":"","meta":{"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"ld_collection":[14],"class_list":["post-2056","ld_docs","type-ld_docs","status-publish","hentry","ld_collection-vpascode-docs"],"yoast_head":"\nECharts Boxplot Chart Guide | VPasCode Text to Diagram Tool<\/title>\n<meta name=\"description\" content=\"Plot statistical quartile distributions and outliers with ECharts boxplot scripts in VPasCode, a diagram-as-code tool.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.vpascode.com\/vn\/docs\/vpascode-docs\/boxplot-chart-statistical-distribution-and-outlier-spotting-guide\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ECharts Boxplot Chart Guide | VPasCode Text to Diagram Tool\" \/>\n<meta property=\"og:description\" content=\"Plot statistical quartile distributions and outliers with ECharts boxplot scripts in VPasCode, a diagram-as-code tool.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.vpascode.com\/vn\/docs\/vpascode-docs\/boxplot-chart-statistical-distribution-and-outlier-spotting-guide\/\" \/>\n<meta property=\"og:site_name\" content=\"VPasCode\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be79ad2aa.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" 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