{"id":2062,"date":"2026-07-27T02:10:31","date_gmt":"2026-07-27T02:10:31","guid":{"rendered":"https:\/\/www.vpascode.com\/es\/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\/es\/docs\/vpascode-docs\/boxplot-chart-statistical-distribution-and-outlier-spotting-guide\/","title":{"rendered":"Gr\u00e1fico de caja: Distribuci\u00f3n estad\u00edstica y detecci\u00f3n de valores at\u00edpicos"},"content":{"rendered":"<p>Cuando necesitas analizar la dispersi\u00f3n de datos e identificar puntos de datos inusuales entre grupos, la <strong>Gr\u00e1fico de caja<\/strong> (o gr\u00e1fico de caja y bigotes) es la herramienta visual estad\u00edstica est\u00e1ndar. Al resumir datos continuos en cinco n\u00fameros clave\u2014m\u00ednimo, primer cuartil (Q1), mediana (Q2), tercer cuartil (Q3) y m\u00e1ximo\u2014los gr\u00e1ficos de caja revelan <em>asimetr\u00eda, variabilidad y valores at\u00edpicos extremos<\/em> de un vistazo sin saturar la pantalla con datos brutos.<\/p>\n<h2>La mec\u00e1nica de los gr\u00e1ficos de caja<\/h2>\n<p>En Apache ECharts, las cajas estad\u00edsticas se representan utilizando <code>type: 'boxplot'<\/code>. Cada entrada de conjunto de datos espera un arreglo num\u00e9rico de 5 elementos ordenado como <code>[M\u00ednimo, Q1, Mediana, Q3, M\u00e1ximo]<\/code>. ECharts tambi\u00e9n incluye una herramienta integrada de preparaci\u00f3n de datos para calcular estos l\u00edmites estad\u00edsticos directamente a partir de n\u00fameros brutos.<\/p>\n<h3>1. Configuraci\u00f3n esencial<\/h3>\n<p>Para construir un gr\u00e1fico de caja b\u00e1sico, asigna categor\u00edas a lo largo del eje X y proporciona arreglos de resumen de cinco n\u00fameros calculados dentro de tus datos de serie:<\/p>\n<div class=\"vpascode-viewer-container vpascode-fancy-active\">\n<div class=\"vpascode-header\">\n<span class=\"vpascode-lang-label\">ECharts<\/span><br \/>\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1UrtuhDAQ7CPlH7ajsXTA8TBEKfJoT0qaNIjCFyxiicMIfAnoxL9nbYjOjjgXI8\/u7HhYITslZAuPcLm\/AzxKykaJLv\/jptaLuuZ9Dp5Q\/OSRa4eNYniTolW6ewE1dRxVwxer5I8H8yKc14HxCdWu8aL\/ZIrXsp9s54oplkPhvaw9CDwCVxY6bO+wyGGxV7oxplsxvllz5naGlp10\/VUMuIHj2Szqw4hcx4H3gqNlcR213C2nZzl2jVT2G9b7x+3uugm3qE+RxDEBGvsEskgDRQj81C8J7HZQHERL4D0gcOCVYPq+xzsbyw2rNMFZ6muItClFyBJ02tJSI9NgAtAlwLY2xGaapCgLtDbRvuG2lma+aSKYb0o1ZP6\/uBZd\/y+szA+\/a9qeVw==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 8px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>Editar ECharts en VPasCode<\/span><br \/>\n<\/a>\n<\/div>\n<div class=\"vpascode-code-wrapper\">\n            <div class=\"vpascode-viewer-container vpascode-fancy-active\">\r\n                                <div class=\"vpascode-header\">\r\n                    <span class=\"vpascode-lang-label\">ECharts<\/span>\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1Ur1ugzAY3Cv1Hb7Ni6VAwo9J1aHq0ClSu3RBGRxwU1cEI3BaUJSHyQNk6iPwYv0MiWIQ9XDSfXff+bBQhZYqh0c43N8BHq1UpmWxvPJuVsrtVpRLIFKLHaE3hdeyelUy10Y9gG4Kga7qk6fqh8CxNx4vC\/UTuofBvT\/hWmxV2djJKdd8CTF57rX2zMElFGw+H\/HFiHsj7pP1sFDzX6Fvnu2F3SbnOzN\/55kqIRWQygofZbNPZPubk2FqJUopMDa+rVs3WGkvZXv6kIkygQn\/4vaFVpmNqotM6bF6eaDh0Jw48H0KzHcoRJ4BhuA6obOmMJtBvGrPOYU3l8JKpJLnHMkCSXuq1xNpYYDrzDHgmVyGEAUYNuVlnc1A14H1Haa9cxTDIESba7yByZ1Pe1nkdCJC91mhgcgZ1bXo5c\/DyfHhD9+TrO4=\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 8px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                <div class=\"vpascode-code-wrapper\">\r\n                    <pre class=\"lang-echarts\"><code class=\"language-echarts\" data-language=\"echarts\" class=\"language-echarts\">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: ['Categor\u00eda 1', 'Categor\u00eda 2', 'Categor\u00eda 3', 'Categor\u00eda 4', 'Categor\u00eda 5']\r\n    },\r\n    yAxis: {\r\n        type: 'value',\r\n        name: 'Valor de distribuci\u00f3n'\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Gr\u00e1fico de caja',\r\n            type: 'boxplot',\r\n            data: [\r\n                [655, 850, 940, 980, 1070], \/\/ [M\u00edn, Q1, Mediana, Q3, M\u00e1x]\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                <div class=\"vpascode-actions\">\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1Ur1ugzAY3Cv1Hb7Ni6VAwo9J1aHq0ClSu3RBGRxwU1cEI3BaUJSHyQNk6iPwYv0MiWIQ9XDSfXff+bBQhZYqh0c43N8BHq1UpmWxvPJuVsrtVpRLIFKLHaE3hdeyelUy10Y9gG4Kga7qk6fqh8CxNx4vC\/UTuofBvT\/hWmxV2djJKdd8CTF57rX2zMElFGw+H\/HFiHsj7pP1sFDzX6Fvnu2F3SbnOzN\/55kqIRWQygofZbNPZPubk2FqJUopMDa+rVs3WGkvZXv6kIkygQn\/4vaFVpmNqotM6bF6eaDh0Jw48H0KzHcoRJ4BhuA6obOmMJtBvGrPOYU3l8JKpJLnHMkCSXuq1xNpYYDrzDHgmVyGEAUYNuVlnc1A14H1Haa9cxTDIESba7yByZ1Pe1nkdCJC91mhgcgZ1bXo5c\/DyfHhD9+TrO4=\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 6px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n<div class=\"vpascode-actions\">\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1UrtuhDAQ7CPlH7ajsXTA8TBEKfJoT0qaNIjCFyxiicMIfAnoxL9nbYjOjjgXI8\/u7HhYITslZAuPcLm\/AzxKykaJLv\/jptaLuuZ9Dp5Q\/OSRa4eNYniTolW6ewE1dRxVwxer5I8H8yKc14HxCdWu8aL\/ZIrXsp9s54oplkPhvaw9CDwCVxY6bO+wyGGxV7oxplsxvllz5naGlp10\/VUMuIHj2Szqw4hcx4H3gqNlcR213C2nZzl2jVT2G9b7x+3uugm3qE+RxDEBGvsEskgDRQj81C8J7HZQHERL4D0gcOCVYPq+xzsbyw2rNMFZ6muItClFyBJ02tJSI9NgAtAlwLY2xGaapCgLtDbRvuG2lma+aSKYb0o1ZP6\/uBZd\/y+szA+\/a9qeVw==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 6px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>Editar ECharts en VPasCode<\/span><br \/>\n<\/a>\n<\/div>\n<\/div>\n<p id=\"YdGHWZm\"><img fetchpriority=\"high\" alt=\"\" class=\"alignnone size-full wp-image-1337\" decoding=\"async\" fetchpriority=\"high\" height=\"1336\" sizes=\"(max-width: 1828px) 100vw, 1828px\" src=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be79ad2aa.png\" srcset=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be79ad2aa.png 1828w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be79ad2aa-300x219.png 300w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be79ad2aa-1024x748.png 1024w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be79ad2aa-768x561.png 768w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be79ad2aa-1536x1123.png 1536w\" width=\"1828\"\/><\/p>\n<p>\u00a0<\/p>\n<h2>T\u00e9cnicas estructurales avanzadas<\/h2>\n<p>Puedes superponer puntos de dispersi\u00f3n de valores at\u00edpicos o crear gr\u00e1ficos de caja horizontales para categor\u00edas con nombres largos.<\/p>\n<h3>1. Dise\u00f1o de gr\u00e1fico de caja horizontal<\/h3>\n<p>Establece <code>yAxis<\/code> como escala de categor\u00edas y <code>xAxis<\/code> como escala de valores num\u00e9ricos para voltear los gr\u00e1ficos de caja horizontalmente para una mejor legibilidad de las etiquetas:<\/p>\n<div class=\"vpascode-viewer-container vpascode-fancy-active\">\n<div class=\"vpascode-header\">\n<span class=\"vpascode-lang-label\">ECharts<\/span><br \/>\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1kcFrgzAUxu+D\/Q8PdsgGHmxmqVh26HbYZYdBDzuIh1RfNaBGYtYpxf99L61SFftAkpfvl\/d9ElUZqUp4g\/PjA1AZpXIjq2DoL2dapinqAJg0WDDnpohG1t9KlsaqZzBthUTVmUjUH4PuCnb9hWZH9HTwlT+J\/BfZFG7vwbEwmCrdjmMkwogAQrZHfUINu7zKBHNg6N\/RjNtPURSCRVO\/GrVEMgxvU0fetkpRWP8v8i\/jFp6L+mWcYRTxoJoqV2au9imnh7bCFXdg5TvAaeW0vq4jZwlbk+yR7NJHmOcvYqRcBlqaSL6JptD8kn3UvWlzDOa\/bCtWubJP\/4TukR+RLTgelE5Qfwygy30v3twHf2RisgD4VO9ubb+l2N32H1PglDs=\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 8px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>Editar ECharts en VPasCode<\/span><br \/>\n<\/a>\n<\/div>\n<div class=\"vpascode-code-wrapper\">\n            <div class=\"vpascode-viewer-container vpascode-fancy-active\">\r\n                                <div class=\"vpascode-header\">\r\n                    <span class=\"vpascode-lang-label\">ECharts<\/span>\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1krFqwzAQhvdC3+Ggg1rwkKgJMQ4d0g5dOhQydDAeFPuSCGyfkdU0Jvjde0ocbAXnQEi6\/9PdLySqrKYS3uD0+AAclii3uoqu+3PO6N0OTQRCWyxE0CvqqOtv0qV16glsUyFT9V5l9CegvYBtd+C4YtovfOEPKv9F4cPNPThVFndkmqGNTFkVQSzWaA46IwOrvNorEUCfeUfrJz5VUSiR+F1rNBq5bdzXHjhwUarCufhiF2WqFTwX9cvQysDpho5VTvZW7cz6SRfxVAYwDQOQPEueX+dJMIbNWZ6xPOHB2CwcxVg5F3Q0k3KR+NDtIfe2a9vkGN3e2UVKObkf8ISTrdyiGOm4IZOh+biCExnO0sV98Edndh+B9PW233ZLtt0u\/wHrGZcR\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 8px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                <div class=\"vpascode-code-wrapper\">\r\n                    <pre class=\"lang-echarts\"><code class=\"language-echarts\" data-language=\"echarts\" class=\"language-echarts\">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: ['Servidor Alpha', 'Servidor Beta', 'Servidor Gamma']\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Latencia (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                <div class=\"vpascode-actions\">\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1krFqwzAQhvdC3+Ggg1rwkKgJMQ4d0g5dOhQydDAeFPuSCGyfkdU0Jvjde0ocbAXnQEi6\/9PdLySqrKYS3uD0+AAclii3uoqu+3PO6N0OTQRCWyxE0CvqqOtv0qV16glsUyFT9V5l9CegvYBtd+C4YtovfOEPKv9F4cPNPThVFndkmqGNTFkVQSzWaA46IwOrvNorEUCfeUfrJz5VUSiR+F1rNBq5bdzXHjhwUarCufhiF2WqFTwX9cvQysDpho5VTvZW7cz6SRfxVAYwDQOQPEueX+dJMIbNWZ6xPOHB2CwcxVg5F3Q0k3KR+NDtIfe2a9vkGN3e2UVKObkf8ISTrdyiGOm4IZOh+biCExnO0sV98Edndh+B9PW233ZLtt0u\/wHrGZcR\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 6px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n<div class=\"vpascode-actions\">\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1kcFrgzAUxu+D\/Q8PdsgGHmxmqVh26HbYZYdBDzuIh1RfNaBGYtYpxf99L61SFftAkpfvl\/d9ElUZqUp4g\/PjA1AZpXIjq2DoL2dapinqAJg0WDDnpohG1t9KlsaqZzBthUTVmUjUH4PuCnb9hWZH9HTwlT+J\/BfZFG7vwbEwmCrdjmMkwogAQrZHfUINu7zKBHNg6N\/RjNtPURSCRVO\/GrVEMgxvU0fetkpRWP8v8i\/jFp6L+mWcYRTxoJoqV2au9imnh7bCFXdg5TvAaeW0vq4jZwlbk+yR7NJHmOcvYqRcBlqaSL6JptD8kn3UvWlzDOa\/bCtWubJP\/4TukR+RLTgelE5Qfwygy30v3twHf2RisgD4VO9ubb+l2N32H1PglDs=\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 6px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>Editar ECharts en VPasCode<\/span><br \/>\n<\/a>\n<\/div>\n<\/div>\n<p id=\"dKLbuPy\"><img alt=\"\" class=\"alignnone size-full wp-image-1339\" decoding=\"async\" height=\"1280\" sizes=\"(max-width: 1925px) 100vw, 1925px\" src=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be8406f3f.png\" srcset=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be8406f3f.png 1925w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be8406f3f-300x199.png 300w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be8406f3f-1024x681.png 1024w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be8406f3f-768x511.png 768w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be8406f3f-1536x1021.png 1536w\" width=\"1925\"\/><\/p>\n<p>\u00a0<\/p>\n<h2>Ajuste fino de dise\u00f1o y estilo<\/h2>\n<p>Los colores personalizados de los cuadros, el ancho de las l\u00edneas de bigotes y el formato de la l\u00ednea de la mediana mejoran la distinci\u00f3n visual en dise\u00f1os complejos de paneles.<\/p>\n<h3>1. Relleno personalizado de cuadros y estilo de valores at\u00edpicos<\/h3>\n<p>Estile los bordes de los cuadros, los colores de relleno y las propiedades de las l\u00edneas de bigotes para que coincidan con el dise\u00f1o de tu interfaz:<\/p>\n<div class=\"vpascode-viewer-container vpascode-fancy-active\">\n<div class=\"vpascode-header\">\n<span class=\"vpascode-lang-label\">ECharts<\/span><br \/>\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1kU1vgzAMhu+T9h8sTVMukfpFWsq0Q9dJu+y0HnZAHNJi2kiUoBC6oon\/PkdQFVjrSxz7yesXo3OrdAav8Pv4ABR7o+LgcnGRYmIDYJPxM+PXqlH7w43yTmdWquxTbjENwJoSm17dMufVWRU9eVvlSDo7aXGvTdUVi6WVAYTsw+gyhxXj0KZv13TNov6E6t6Ek0xLZH24QKOQ6PBKdx66yOTRPd7stEF4V4U1alu6jXWNdqZs9TlPtR12qfytYntwnzN1KwMm6Ig4jEbwhUWus0Kd0HHw40DKyiyWzl5fSVk8bmyVYjC02uw\/1YZsPCXjJE68oY3GionRrC\/gZC5nnrwPtran\/X494Ntf9V8k9MYchOAw9zn4Uw5LEd2YFQrC5tReEOoTuvRvYjPCPEIEIQvKfRH1qc61blKq1C9\/lTCjaA==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 8px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>Editar ECharts en VPasCode<\/span><br \/>\n<\/a>\n<\/div>\n<div class=\"vpascode-code-wrapper\">\n            <div class=\"vpascode-viewer-container vpascode-fancy-active\">\r\n                                <div class=\"vpascode-header\">\r\n                    <span class=\"vpascode-lang-label\">ECharts<\/span>\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1kb9ugzAQxvdKfYeTqorFUv5BQqg6pKnUJVuHDojBgSOxRGxkTBRU8Uid+gh5sZ4FUYAmt\/h89\/N9n22VG6EkvML34wNQ7LRIgsvGRoapCcCZjJ8ddq1qsdvfKMdKGi7khm8xC8DoEpte3TKn1UkUvfGmypHmxNzgTumqOyzhhgcQOh+6zBWsHAZt+nZN107UV6juKRx5VqLThwvUAokOr3TnoA3JD\/bwuyiMFtsyFudfCQlCXkpT8pieDouu547gVp3yTJlhl8pfIjF7e7OpfT1wPFoiBqMRbM4\/B2GwsBJcxntlk7jkiVagsciVLMRR9QcSf\/g0VYbB0HzzI5nS5OYpHadJ6g7dNI50gnp9ASdzPnP5fbB1P+336wHfft7\/IaE7ZuB5DOY+A3\/KYOlFN7RCj7A5tReE+oQu\/ZvYjDCXEI+QBeW+F\/WpzrZuUqrUL3\/246s1\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 8px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                <div class=\"vpascode-code-wrapper\">\r\n                    <pre class=\"lang-echarts\"><code class=\"language-echarts\" data-language=\"echarts\" class=\"language-echarts\">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: ['Grupo A', 'Grupo B', 'Grupo C']\r\n    },\r\n    yAxis: {\r\n        type: 'value'\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Distribuci\u00f3n de puntuaciones',\r\n            type: 'boxplot',\r\n            boxWidth: ['20%', '50%'], \/\/ L\u00edmites de ancho de cuadro responsivo\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                <div class=\"vpascode-actions\">\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1kb9ugzAQxvdKfYeTqorFUv5BQqg6pKnUJVuHDojBgSOxRGxkTBRU8Uid+gh5sZ4FUYAmt\/h89\/N9n22VG6EkvML34wNQ7LRIgsvGRoapCcCZjJ8ddq1qsdvfKMdKGi7khm8xC8DoEpte3TKn1UkUvfGmypHmxNzgTumqOyzhhgcQOh+6zBWsHAZt+nZN107UV6juKRx5VqLThwvUAokOr3TnoA3JD\/bwuyiMFtsyFudfCQlCXkpT8pieDouu547gVp3yTJlhl8pfIjF7e7OpfT1wPFoiBqMRbM4\/B2GwsBJcxntlk7jkiVagsciVLMRR9QcSf\/g0VYbB0HzzI5nS5OYpHadJ6g7dNI50gnp9ASdzPnP5fbB1P+336wHfft7\/IaE7ZuB5DOY+A3\/KYOlFN7RCj7A5tReE+oQu\/ZvYjDCXEI+QBeW+F\/WpzrZuUqrUL3\/246s1\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 6px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit ECharts in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n<div class=\"vpascode-actions\">\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#echarts:eNp1kU1vgzAMhu+T9h8sTVMukfpFWsq0Q9dJu+y0HnZAHNJi2kiUoBC6oon\/PkdQFVjrSxz7yesXo3OrdAav8Pv4ABR7o+LgcnGRYmIDYJPxM+PXqlH7w43yTmdWquxTbjENwJoSm17dMufVWRU9eVvlSDo7aXGvTdUVi6WVAYTsw+gyhxXj0KZv13TNov6E6t6Ek0xLZH24QKOQ6PBKdx66yOTRPd7stEF4V4U1alu6jXWNdqZs9TlPtR12qfytYntwnzN1KwMm6Ig4jEbwhUWus0Kd0HHw40DKyiyWzl5fSVk8bmyVYjC02uw\/1YZsPCXjJE68oY3GionRrC\/gZC5nnrwPtran\/X494Ntf9V8k9MYchOAw9zn4Uw5LEd2YFQrC5tReEOoTuvRvYjPCPEIEIQvKfRH1qc61blKq1C9\/lTCjaA==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 6px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>Editar ECharts en VPasCode<\/span><br \/>\n<\/a>\n<\/div>\n<\/div>\n<p id=\"GScxKVW\"><img alt=\"\" class=\"alignnone size-full wp-image-1340\" decoding=\"async\" height=\"1252\" sizes=\"(max-width: 1847px) 100vw, 1847px\" src=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be901f34e.png\" srcset=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be901f34e.png 1847w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be901f34e-300x203.png 300w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be901f34e-1024x694.png 1024w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be901f34e-768x521.png 768w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a66be901f34e-1536x1041.png 1536w\" width=\"1847\"\/><\/p>\n<p>\u00a0<\/p>\n<h2>Mejores pr\u00e1cticas estrat\u00e9gicas<\/h2>\n<ul>\n<li><strong>Verifique el orden de los res\u00famenes:<\/strong>Verifique que los valores del arreglo sigan el orden estricto:<code>[M\u00ednimo, Q1, Mediana, Q3, M\u00e1ximo]<\/code>. Un orden incorrecto provocar\u00e1 errores de renderizado.<\/li>\n<li><strong>Superponer valores at\u00edpicos con una serie de dispersi\u00f3n:<\/strong>Utilice una serie secundaria<code>dispersi\u00f3n<\/code> en la parte superior del diagrama de caja para mostrar valores at\u00edpicos estad\u00edsticos extremos como puntos de datos individuales.<\/li>\n<li><strong>Ajuste el relleno de la cuadr\u00edcula:<\/strong>Aseg\u00farese de que haya un relleno adecuado en<code>grid.bottom<\/code>o<code>grid.left<\/code> para que los nombres largos de categor\u00edas no choquen con las l\u00edneas de bigotes.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Cuando necesitas analizar la dispersi\u00f3n de datos e identificar puntos de datos inusuales entre grupos, la Gr\u00e1fico de caja (o gr\u00e1fico de caja y bigotes) es la herramienta visual estad\u00edstica est\u00e1ndar. Al resumir datos continuos en cinco n\u00fameros clave\u2014m\u00ednimo, primer&#8230;<\/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 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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-2062","ld_docs","type-ld_docs","status-publish","hentry","ld_collection-vpascode-docs"],"yoast_head":"<!-- This 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