{"id":2060,"date":"2026-07-27T02:10:31","date_gmt":"2026-07-27T02:10:31","guid":{"rendered":"https:\/\/www.vpascode.com\/id\/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\/id\/docs\/vpascode-docs\/boxplot-chart-statistical-distribution-and-outlier-spotting-guide\/","title":{"rendered":"Grafik Boxplot: Distribusi Statistik dan Deteksi Pencilan"},"content":{"rendered":"<p>Ketika Anda perlu menganalisis penyebaran data dan mengidentifikasi titik data yang tidak biasa di berbagai kelompok, <strong>Grafik Boxplot<\/strong> (atau Grafik Kotak dan Sirip) adalah alat visual statistik standar. Dengan merangkum data kontinu menjadi lima angka kunci\u2014Nilai Minimum, Kuartil Pertama (Q1), Median (Q2), Kuartil Ketiga (Q3), dan Nilai Maksimum\u2014grafik boxplot mengungkapkan <em>kecondongan, keragaman, dan pencilan ekstrem<\/em> secara langsung tanpa memenuhi layar dengan data mentah.<\/p>\n<h2>Mekanisme Grafik Boxplot<\/h2>\n<p>Di Apache ECharts, kotak statistik dirender menggunakan <code>type: 'boxplot'<\/code>. Setiap entri dataset mengharapkan array numerik 5 elemen yang diurutkan sebagai <code>[Minimum, Q1, Median, Q3, Maksimum]<\/code>. ECharts juga menyertakan alat persiapan data bawaan untuk menghitung batas statistik ini langsung dari angka mentah.<\/p>\n<h3>1. Pengaturan Dasar<\/h3>\n<p>Untuk membuat boxplot dasar, peta kategori sepanjang sumbu X dan sediakan array ringkasan 5 angka yang telah dihitung di dalam data seri Anda:<\/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>Edit ECharts di 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:eNp1Uj1vgzAU3Cv1P7zNi6UA4cNQdWjVrUrVzojBaaz0qQQjcFqiKP+9z0AVu6IeTr535\/NhoVuDuoF7ON\/eAC2jdW2wLX75OOtwv1ddAQyNOjB+VeSA\/avGxlj1DObUKnL1H3KnvxlcJuNlPjA8kNsPnvzv0qi97k5u8k4aWUDJnicNIWQcrizy2NpjsccSVvk1Tv\/V+JL1UbkdGnmw8xesJcIT9vQO22OPzM\/rVYeKAsvrQSfbyXnUQ1tr497g3L5dVud38Id2lWmScBBJwCGPLQiCMMiCisNqBeUGGw5vIYeN2qG0+zXt5WdfLWRlKR0WgYXYpgqCPKWoJa8YbRbGBmJqsOyNSMzSjGyh9aY2N1r2ijwYRYLxozILefCnrkPn34sml7sfyn6dpw==\" \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: ['Kategori 1', 'Kategori 2', 'Kategori 3', 'Kategori 4', 'Kategori 5']\r\n    },\r\n    yAxis: {\r\n        type: 'value',\r\n        name: 'Nilai Distribusi'\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, Maks]\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:eNp1Uj1vgzAU3Cv1P7zNi6UA4cNQdWjVrUrVzojBaaz0qQQjcFqiKP+9z0AVu6IeTr535\/NhoVuDuoF7ON\/eAC2jdW2wLX75OOtwv1ddAQyNOjB+VeSA\/avGxlj1DObUKnL1H3KnvxlcJuNlPjA8kNsPnvzv0qi97k5u8k4aWUDJnicNIWQcrizy2NpjsccSVvk1Tv\/V+JL1UbkdGnmw8xesJcIT9vQO22OPzM\/rVYeKAsvrQSfbyXnUQ1tr497g3L5dVud38Id2lWmScBBJwCGPLQiCMMiCisNqBeUGGw5vIYeN2qG0+zXt5WdfLWRlKR0WgYXYpgqCPKWoJa8YbRbGBmJqsOyNSMzSjGyh9aY2N1r2ijwYRYLxozILefCnrkPn34sml7sfyn6dpw==\" \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>Edit ECharts di 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>Teknik Struktural Lanjutan<\/h2>\n<p>Anda dapat menambahkan titik-titik pencar pencilan atau membuat boxplot horizontal untuk kategori dengan nama yang panjang.<\/p>\n<h3>1. Tata Letak Boxplot Horizontal<\/h3>\n<p>Atur <code>yAxis<\/code> sebagai skala kategori dan <code>xAxis<\/code> sebagai skala nilai numerik untuk membalik boxplot secara horizontal agar label lebih mudah dibaca:<\/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>Edit ECharts di 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:eNp1kcFrgzAUxu+D\/Q8PdsgGHmxmqVh26HbYZYdBDzuIh1RfNaBGYtYpxf99L61SFftAkpfvl\/d9ElUZqUp4g\/PjA1AZpXIjq2DoL2dapinqAJg0WDDnpohG1t9KlsaqZzBthUTVmUjUH4PuCnb9hWZH9HTwlT+J\/BfZFG7vwbEwmCrdjmMkwogAQrZHfUINu7zKBHNg6N\/RjNtPURSCRVO\/GrVEMgxvU0fetkpRWP8v8i9rCc9F\/TLOMIp4UE2VKzNX+5TTQ1vhijuw8h3gtHJaX9eRs4StSfZIdukjzPMXMVIuAy1NJN9EU2h+yT7q3rQ5BvNfthWrXNmnf0L3yI\/IFhwPSieoPwbQ5b4Xb+6DPzIxWQB8qne3tt9S7G77D1PwlDs=\" \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: 'Latensi (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:eNp1kcFrgzAUxu+D\/Q8PdsgGHmxmqVh26HbYZYdBDzuIh1RfNaBGYtYpxf99L61SFftAkpfvl\/d9ElUZqUp4g\/PjA1AZpXIjq2DoL2dapinqAJg0WDDnpohG1t9KlsaqZzBthUTVmUjUH4PuCnb9hWZH9HTwlT+J\/BfZFG7vwbEwmCrdjmMkwogAQrZHfUINu7zKBHNg6N\/RjNtPURSCRVO\/GrVEMgxvU0fetkpRWP8v8i9rCc9F\/TLOMIp4UE2VKzNX+5TTQ1vhijuw8h3gtHJaX9eRs4StSfZIdukjzPMXMVIuAy1NJN9EU2h+yT7q3rQ5BvNfthWrXNmnf0L3yI\/IFhwPSieoPwbQ5b4Xb+6DPzIxWQB8qne3tt9S7G77D1PwlDs=\" \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>Edit ECharts di 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>Penyesuaian Tata Letak dan Gaya<\/h2>\n<p>Warna kotak khusus, lebar garis kumuh, dan format garis median meningkatkan perbedaan visual di seluruh tata letak dasbor yang kompleks.<\/p>\n<h3>1. Isi Kotak Khusus dan Gaya Pengecualian<\/h3>\n<p>Gaya batas kotak, warna isi, dan sifat garis kumuh agar sesuai dengan desain antarmuka Anda:<\/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>Edit ECharts di 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:eNp1kT1vwjAQhvdK\/Q8nVZUXS3zFEFJ1ALq1G0OHKINDHLBi4sg2FVGV\/96LAiJO4Rb77h6\/99rWlZO6hHf4fX4CjL2RWXRN2lAidxGQyfiV0FvVyP3hTnmnS8dl+cVToSJw5iS6XnNhzquztJ68qyuBOjvuxF6bui+WcccjiMmnUPpY6QJWhMItW3vZhiT+qPrRqB+uToL4sBVGCqTjG9072EbJj+3hD2mdkenJStgW2vTt9kak+lwp7YZdLH\/LzB3aS03bhwPCcEkojEawxttafO2UGyi04wUYYStdWpn7KtKJ49bVSkRDj90PKG3Qwks+zrM8GFrobJhMmM0VnMz5LOCPwYvlqd9vBvzls\/6LxMGYAmMU5iGFcEphyZI7s2KG2BzbC0RDRJfhXWyGWIAIQ2SB+5AlPtVLm26LlebtDx6ao+0=\" \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: ['Kelompok A', 'Kelompok B', 'Kelompok C']\r\n    },\r\n    yAxis: {\r\n        type: 'value'\r\n    },\r\n    series: [\r\n        {\r\n            name: 'Distribusi Skor',\r\n            type: 'boxplot',\r\n            boxWidth: ['20%', '50%'], \/\/ Batas lebar kotak responsif\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:eNp1kT1vwjAQhvdK\/Q8nVZUXS3zFEFJ1ALq1G0OHKINDHLBi4sg2FVGV\/96LAiJO4Rb77h6\/99rWlZO6hHf4fX4CjL2RWXRN2lAidxGQyfiV0FvVyP3hTnmnS8dl+cVToSJw5iS6XnNhzquztJ68qyuBOjvuxF6bui+WcccjiMmnUPpY6QJWhMItW3vZhiT+qPrRqB+uToL4sBVGCqTjG9072EbJj+3hD2mdkenJStgW2vTt9kak+lwp7YZdLH\/LzB3aS03bhwPCcEkojEawxttafO2UGyi04wUYYStdWpn7KtKJ49bVSkRDj90PKG3Qwks+zrM8GFrobJhMmM0VnMz5LOCPwYvlqd9vBvzls\/6LxMGYAmMU5iGFcEphyZI7s2KG2BzbC0RDRJfhXWyGWIAIQ2SB+5AlPtVLm26LlebtDx6ao+0=\" \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>Edit ECharts di 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>Praktik Terbaik Strategis<\/h2>\n<ul>\n<li><strong>Periksa Kembali Urutan Ringkasan:<\/strong>Verifikasi bahwa nilai array mengikuti urutan ketat:<code>[Minimum, Q1, Median, Q3, Maksimum]<\/code>. Pengurutan yang salah akan menyebabkan gangguan tampilan.<\/li>\n<li><strong>Tumpang tindihkan Pengecualian dengan Seri Titik Sebar:<\/strong>Gunakan seri sekunder<code>titik sebar<\/code> seri di atas kotak plot untuk menampilkan outlier statistik ekstrem sebagai titik data individu.<\/li>\n<li><strong>Sesuaikan Padding Grid:<\/strong>Pastikan cukup<code>grid.bawah<\/code> atau <code>grid.kiri<\/code> padding agar nama kategori panjang tidak bertabrakan dengan garis kumuh.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Ketika Anda perlu menganalisis penyebaran data dan mengidentifikasi titik data yang tidak biasa di berbagai kelompok, Grafik Boxplot (atau Grafik Kotak dan Sirip) adalah alat visual statistik standar. Dengan merangkum data kontinu menjadi lima angka kunci\u2014Nilai Minimum, Kuartil Pertama (Q1),&#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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