{"id":2062,"date":"2026-07-27T02:10:31","date_gmt":"2026-07-27T02:10:31","guid":{"rendered":"https:\/\/www.vpascode.com\/de\/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\/de\/docs\/vpascode-docs\/boxplot-chart-statistical-distribution-and-outlier-spotting-guide\/","title":{"rendered":"Boxplot-Diagramm: Statistische Verteilung und Ausrei\u00dfererkennung"},"content":{"rendered":"<p>Wenn Sie die Datenstreuung analysieren und ungew\u00f6hnliche Datenpunkte \u00fcber Gruppen hinweg identifizieren m\u00fcssen, ist das <strong>Boxplot-Diagramm<\/strong> (oder Box-and-Whisker-Diagramm) das Standardwerkzeug der statistischen Visualisierung. Durch die Zusammenfassung kontinuierlicher Daten in f\u00fcnf Schl\u00fcsselzahlen \u2013 Minimum, Erstes Quartil (Q1), Median (Q2), Drittes Quartil (Q3) und Maximum \u2013 zeigen Boxplot-Diagramme <em>Schiefheit, Variabilit\u00e4t und extreme Ausrei\u00dfer<\/em> auf einen Blick, ohne den Bildschirm mit Rohdaten zu \u00fcberladen.<\/p>\n<h2>Die Funktionsweise von Boxplot-Diagrammen<\/h2>\n<p>In Apache ECharts werden statistische Boxen mit <code>type: 'boxplot'<\/code>. Jeder Datensatz-Eintrag erwartet ein 5-elementiges numerisches Array in der Reihenfolge <code>[Minimum, Q1, Median, Q3, Maximum]<\/code>. ECharts verf\u00fcgt au\u00dferdem \u00fcber ein integriertes Werkzeug zur Datenbereinigung, das diese statistischen Grenzen direkt aus Rohzahlen berechnet.<\/p>\n<h3>1. Grundlegende Einrichtung<\/h3>\n<p>Um ein grundlegendes Boxplot zu erstellen, ordnen Sie Kategorien entlang der X-Achse zu und geben Sie berechnete 5-Zahlen-Zusammenfassungs-Arrays innerhalb Ihrer Seriendaten an:<\/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>ECharts in VPasCode bearbeiten<\/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:eNp1Uk1rhDAQvRf6H+aWS2Cj60e09NBey0J76UX2kNZgA64RzXaVxf\/eiVo2KTaHR97Mmzcvom6N0g08wvX+DvAYrWuj2vyXz7VOVZXsciDKyBOht44YVP+qVWNs9wpmbCWq+i9R6guBaRFO68DwhGrfeNF\/CiMr3Y2ucymMyKEgL0tPSQgIBYeGPt37NPJpTI5+lvG\/LN+iPks3SCNOtv4uOyNVfW6q\/oJX4tv1EregX3Gbc6wdm2c9tLU27gJn+cd2d\/0WftGeIoljCjxmFLLIAkcIWMqOFHY7KA6qofAWUDjIUgl73+NdDMcNqzTBWc4sRNaUI2QJOm1p+SyzMAfgS4BtbYjNNElRFlhtYn3DbS3P2NxEmN+UWsjYn7gOXf8wrEwPP\/dZn2U=\" \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: ['Kategorie 1', 'Kategorie 2', 'Kategorie 3', 'Kategorie 4', 'Kategorie 5']\r\n    },\r\n    yAxis: {\r\n        type: 'value',\r\n        name: 'Verteilungswert'\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Boxplot',\r\n            type: 'boxplot',\r\n            data: [\r\n                [655, 850, 940, 980, 1070], \/\/ [Min, Q1, Median, Q3, Max]\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:eNp1Uk1rhDAQvRf6H+aWS2Cj60e09NBey0J76UX2kNZgA64RzXaVxf\/eiVo2KTaHR97Mmzcvom6N0g08wvX+DvAYrWuj2vyXz7VOVZXsciDKyBOht44YVP+qVWNs9wpmbCWq+i9R6guBaRFO68DwhGrfeNF\/CiMr3Y2ucymMyKEgL0tPSQgIBYeGPt37NPJpTI5+lvG\/LN+iPks3SCNOtv4uOyNVfW6q\/oJX4tv1EregX3Gbc6wdm2c9tLU27gJn+cd2d\/0WftGeIoljCjxmFLLIAkcIWMqOFHY7KA6qofAWUDjIUgl73+NdDMcNqzTBWc4sRNaUI2QJOm1p+SyzMAfgS4BtbYjNNElRFlhtYn3DbS3P2NxEmN+UWsjYn7gOXf8wrEwPP\/dZn2U=\" \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>ECharts in VPasCode bearbeiten<\/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>Erweiterte strukturelle Techniken<\/h2>\n<p>Sie k\u00f6nnen Ausrei\u00dfer-Streudiagramme \u00fcberlagern oder horizontale Boxplots f\u00fcr Kategorien mit langen Namen erstellen.<\/p>\n<h3>1. Horizontales Boxplot-Layout<\/h3>\n<p>Legen Sie <code>yAxis<\/code> als Kategorien-Skala und <code>xAxis<\/code> als numerische Wert-Skala fest, um Boxplots horizontal zu drehen, um die Beschriftungslesbarkeit zu verbessern:<\/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>ECharts in VPasCode bearbeiten<\/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:eNp1kTFvgzAQhfdK\/Q8ndXArMRCXKIiqQ9qhS4dKGTogBgcuYAkwMm4KjfjvPSegACInIfv8Pt97yKoyUpXwCqf7O6AySuVGVsHQn8+0TFPUATBpsGDOVRGNrL+ULI1VT2DaComqM5GoXwbdBez6C82W6OngC38U+Q+yKdzegmNhMFW6HcdIhBEBhGyH+ogatnmVCebA0L+hGbcfoigEi6Z+NWqJZBhep468bZWisP6f5F\/+wWNRP40jjBLuVVPlyszVPuT00Fa44g6sfAc4rZzW53XkLGFrkj2SXfoI8\/xFjJTzQEsTyTfRFJpfsm+6M22OwfyPbcUqV\/blH9A98AOyBce90gnq9wF0ue\/Fm9vgt0xMFgCf6t217bcUu3v5B3m1k9k=\" \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: ['Server Alpha', 'Server Beta', 'Server Gamma']\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Latenz (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:eNp1kTFvgzAQhfdK\/Q8ndXArMRCXKIiqQ9qhS4dKGTogBgcuYAkwMm4KjfjvPSegACInIfv8Pt97yKoyUpXwCqf7O6AySuVGVsHQn8+0TFPUATBpsGDOVRGNrL+ULI1VT2DaComqM5GoXwbdBez6C82W6OngC38U+Q+yKdzegmNhMFW6HcdIhBEBhGyH+ogatnmVCebA0L+hGbcfoigEi6Z+NWqJZBhep468bZWisP6f5F\/+wWNRP40jjBLuVVPlyszVPuT00Fa44g6sfAc4rZzW53XkLGFrkj2SXfoI8\/xFjJTzQEsTyTfRFJpfsm+6M22OwfyPbcUqV\/blH9A98AOyBce90gnq9wF0ue\/Fm9vgt0xMFgCf6t217bcUu3v5B3m1k9k=\" \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>ECharts in VPasCode bearbeiten<\/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>Feinabstimmung von Layout und Stil<\/h2>\n<p>Benutzerdefinierte Boxfarben, Whisker-Breiten und Formatierung der Medianlinie verbessern die visuelle Unterscheidbarkeit in komplexen Dashboard-Layouts.<\/p>\n<h3>1. Benutzerdefinierte F\u00fcllung der Box und Darstellung von Ausrei\u00dfern<\/h3>\n<p>Stile Box-R\u00e4nder, F\u00fcllfarben und Whisker-Linie-Eigenschaften, um sie an Ihr Schnittstellen-Design anzupassen:<\/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>ECharts in VPasCode bearbeiten<\/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:eNp1kT1vgzAQhvdK\/Q8nVRWLq3zhhFB1SDN06dRK7YAYnHAQSw5GxqRBFf+9Z5EoQJNb\/Pru8d1rWxdW6hxe4Pf+DigyI5PwvHGhMLUheJPxo8cuWSOz3ZX0VudWyPxdbFCFYE2Fba05McfVUZa99rYukPpshcVMm7rbLBFWhBB5b6YqCoSVx+CsXzt67cX9IfWtIQehKvT6cIlGItHRhe4cdJGLvTv8udUGn77QWJSqyrOu086MjT4WStthldLfMrE7d5+pezPwOC0xg9EIPrAsdF7KAzoOfhxIqsoT4cz1O0mL+09bKwyHRtsPUNqQjYd0nCapP7TRWjEJmvUZnMzFzBe3wZPtab\/eDPjTX\/1vEvljBpwzmAcMgimDJY+vzIo4YXMqLwgNCF0GV7EZYT4hnJAF6YDHfaqzbVpJmeb5D8nBo8w=\" \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: ['Gruppe A', 'Gruppe B', 'Gruppe C']\r\n    },\r\n    yAxis: {\r\n        type: 'value'\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Score-Verteilung',\r\n            type: 'boxplot',\r\n            boxWidth: ['20%', '50%'], \/\/ Responsive box width boundaries\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:eNp1kT1vgzAQhvdK\/Q8nVRWLq3zhhFB1SDN06dRK7YAYnHAQSw5GxqRBFf+9Z5EoQJNb\/Pru8d1rWxdW6hxe4Pf+DigyI5PwvHGhMLUheJPxo8cuWSOz3ZX0VudWyPxdbFCFYE2Fba05McfVUZa99rYukPpshcVMm7rbLBFWhBB5b6YqCoSVx+CsXzt67cX9IfWtIQehKvT6cIlGItHRhe4cdJGLvTv8udUGn77QWJSqyrOu086MjT4WStthldLfMrE7d5+pezPwOC0xg9EIPrAsdF7KAzoOfhxIqsoT4cz1O0mL+09bKwyHRtsPUNqQjYd0nCapP7TRWjEJmvUZnMzFzBe3wZPtab\/eDPjTX\/1vEvljBpwzmAcMgimDJY+vzIo4YXMqLwgNCF0GV7EZYT4hnJAF6YDHfaqzbVpJmeb5D8nBo8w=\" \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>ECharts in VPasCode bearbeiten<\/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>Strategische Best Practices<\/h2>\n<ul>\n<li><strong>\u00dcberpr\u00fcfen Sie die Reihenfolge der Zusammenfassung:<\/strong>Stellen Sie sicher, dass die Array-Werte der strengen Reihenfolge folgen:<code>[Minimum, Q1, Median, Q3, Maximum]<\/code>. Falsche Reihenfolge f\u00fchrt zu Darstellungsfehlern.<\/li>\n<li><strong>\u00dcberlagern Sie Ausrei\u00dfer mit einer Streuungsreihe:<\/strong>Verwenden Sie eine sekund\u00e4re<code>Streuung<\/code>Reihe \u00fcber der Boxplot-Darstellung, um extreme statistische Ausrei\u00dfer als einzelne Datenpunkte darzustellen.<\/li>\n<li><strong>Rastereinr\u00fcckung anpassen:<\/strong>Stellen Sie sicher, dass ausreichend<code>grid.bottom<\/code>oder<code>grid.left<\/code>Einr\u00fcckung vorhanden ist, damit lange Kategorienamen nicht mit Whisker-Linien kollidieren.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Wenn Sie die Datenstreuung analysieren und ungew\u00f6hnliche Datenpunkte \u00fcber Gruppen hinweg identifizieren m\u00fcssen, ist das Boxplot-Diagramm (oder Box-and-Whisker-Diagramm) das Standardwerkzeug der statistischen Visualisierung. Durch die Zusammenfassung kontinuierlicher Daten in f\u00fcnf Schl\u00fcsselzahlen \u2013 Minimum, Erstes Quartil (Q1), Median (Q2), Drittes Quartil&#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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