{"id":2066,"date":"2026-07-27T02:00:51","date_gmt":"2026-07-27T02:00:51","guid":{"rendered":"https:\/\/www.vpascode.com\/ja\/docs\/uncategorized\/scatter-chart-bivariate-distribution-and-point-clustering-guide\/"},"modified":"2026-07-27T02:00:51","modified_gmt":"2026-07-27T02:00:51","slug":"scatter-chart-bivariate-distribution-and-point-clustering-guide","status":"publish","type":"ld_docs","link":"https:\/\/www.vpascode.com\/ja\/docs\/vpascode-docs\/scatter-chart-bivariate-distribution-and-point-clustering-guide\/","title":{"rendered":"\u6563\u5e03\u56f3\uff1a\u4e8c\u5909\u91cf\u5206\u5e03\u3068\u70b9\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0"},"content":{"rendered":"

2\u3064\u306e\u9023\u7d9a\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3084\u76f8\u95a2\u3092\u8abf\u67fb\u3059\u308b\u969b\u3001\u6563\u5e03\u56f3<\/strong>\uff08\u307e\u305f\u306f\u6563\u5e03\u56f3\uff09\u306f\u4e3b\u306a\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002\u6570\u5024\u306eX\u304a\u3088\u3073Y\u5ea7\u6a19\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u4e8c\u6b21\u5143\u30b0\u30ea\u30c3\u30c9\u4e0a\u306b\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u6563\u5e03\u56f3\u306f\u30af\u30e9\u30b9\u30bf\u3001\u5916\u308c\u5024\u3001\u30c8\u30ec\u30f3\u30c9\u3001\u76f8\u95a2<\/em>\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u304a\u3044\u3066\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u652f\u51fa\u3068\u30ea\u30fc\u30c9\u751f\u6210\u3001\u307e\u305f\u306f\u5f93\u696d\u54e1\u306e\u4f53\u9a13\u3068\u7d66\u4e0e\u306e\u95a2\u4fc2\u306a\u3069\u3001\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002<\/p>\n

\u6563\u5e03\u56f3\u306e\u4ed5\u7d44\u307f<\/h2>\n

\u30ab\u30c6\u30b4\u30ea\u99c6\u52d5\u306e\u68d2\u30b0\u30e9\u30d5\u3084\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3068\u306f\u7570\u306a\u308a\u3001\u6563\u5e03\u56f3\u306f\u4e21\u8ef8\u306b\u6570\u5024\u8ef8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002Apache ECharts\u3067\u306f\u3001type: 'scatter'<\/code>\u306f\u30012\u8981\u7d20\u306e\u6570\u5024\u5ea7\u6a19\u914d\u5217\u3068\u3057\u3066\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u671f\u5f85\u3057\u307e\u3059[x, y]<\/code>\u3001\u307e\u305f\u306f\u6570\u5024\u306exAxis<\/code>\u304a\u3088\u3073yAxis<\/code>\u8a2d\u5b9a\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

1. \u5fc5\u9808\u306e\u8a2d\u5b9a<\/h3>\n

\u57fa\u672c\u7684\u306a\u6563\u5e03\u56f3\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001type: 'value'<\/code>\u4e21\u8ef8\u306b\u5b9a\u7fa9\u3057\u3001\u30b7\u30ea\u30fc\u30ba\u30c7\u30fc\u30bf\u914d\u5217\u5185\u306b\u6570\u5024\u5ea7\u6a19\u30da\u30a2\u3092\u63d0\u4f9b\u3057\u307e\u3059\uff1a<\/p>\n

\n
\nECharts<\/span>
\n
\n<\/path><\/path><\/svg>
\nVPasCode\u3067ECharts\u3092\u7de8\u96c6<\/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        formatter: 'X: {c0}rnY: {c1}'\r\n    },\r\n    xAxis: {\r\n        type: 'value',\r\n        name: '\u5e83\u544a\u8cbb\uff08$k\uff09'\r\n    },\r\n    yAxis: {\r\n        type: 'value',\r\n        name: '\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u6570'\r\n    },\r\n    series: [\r\n        {\r\n            type: 'scatter',\r\n            symbolSize: 12,\r\n            data: [\r\n                [10.0, 8.04],\r\n                [8.07, 6.95],\r\n                [13.0, 7.58],\r\n                [9.05, 8.81],\r\n                [11.0, 8.33],\r\n                [14.0, 9.96],\r\n                [6.03, 7.24],\r\n                [12.0, 4.26],\r\n                [7.08, 4.82],\r\n                [5.02, 5.68]\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>
\nVPasCode\u3067ECharts\u3092\u7de8\u96c6<\/span>
\n<\/a>\n<\/div>\n<\/div>\n
\"\"<\/p>\n
\u00a0<\/p>\n
\u9ad8\u5ea6\u306a\u69cb\u9020\u6280\u8853<\/h2>\n
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1. \u5909\u52d5\u3059\u308b\u70b9\u306e\u30b5\u30a4\u30ba\uff08\u30d0\u30d6\u30eb\u52b9\u679c\uff09<\/h3>\n
\u30ab\u30b9\u30bf\u30e0\u95a2\u6570\u307e\u305f\u306f\u30c7\u30fc\u30bf\u5024\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3092symbolSize<\/code>\u306b\u6e21\u3059\u3053\u3068\u3067\u3001\u7b2c\u4e09\u306e\u5b9a\u91cf\u7684\u6307\u6a19\u3092\u70b9\u306e\u30b5\u30a4\u30ba\u306b\u30a8\u30f3\u30b3\u30fc\u30c9\u3057\u307e\u3059\uff1a<\/p>\n
\n
\nECharts<\/span>
\n
\n<\/path><\/path><\/svg>
\nVPasCode\u3067ECharts\u3092\u7de8\u96c6\u3059\u308b<\/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        formatter: function (param) {\r\n            return '\u652f\u51fa: $' + param.data[0] + 'krn' +\r\n                   '\u53ce\u76ca: $' + param.data[1] + 'krn' +\r\n                   'ROAS: ' + param.data[2] + '\u500d';\r\n        }\r\n    },\r\n    xAxis: {\r\n        type: 'value',\r\n        name: '\u652f\u51fa'\r\n    },\r\n    yAxis: {\r\n        type: 'value',\r\n        name: '\u53ce\u76ca'\r\n    },\r\n    series: [\r\n        {\r\n            name: '\u30ad\u30e3\u30f3\u30da\u30fc\u30f3',\r\n            type: 'scatter',\r\n            symbolSize: function (data) {\r\n                return data[2] * 5; \/\/ \u7b2c3\u306e\u5909\u6570\u3067\u30d0\u30d6\u30eb\u306e\u30b5\u30a4\u30ba\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\r\n            },\r\n            data: [\r\n                [15, 120, 8.0],\r\n                [25, 180, 7.2],\r\n                [10, 50, 5.0],\r\n                [40, 380, 9.5],\r\n                [30, 210, 7.0]\r\n            ],\r\n            itemStyle: {\r\n                color: '#5470c6',\r\n                opacity: 0.7\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>
\nVPasCode\u3067ECharts\u3092\u7de8\u96c6\u3059\u308b<\/span>
\n<\/a>\n<\/div>\n<\/div>\n
\"\"<\/p>\n
\u00a0<\/p>\n
\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u30b9\u30bf\u30a4\u30eb\u306e\u5fae\u8abf\u6574<\/h2>\n
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1. \u534a\u900f\u660e\u30de\u30fc\u30ab\u30fc\u3068\u30af\u30e9\u30b9\u30bf\u30fc\u30b9\u30bf\u30a4\u30ea\u30f3\u30b0<\/h3>\n
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\n
\nECharts<\/span>
\n
\n<\/path><\/path><\/svg>
\nVPasCode\u3067ECharts\u3092\u7de8\u96c6\u3059\u308b<\/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: 'value',\r\n        scale: true \/\/ \u30c7\u30fc\u30bf\u306b\u5bc6\u7740\u3059\u308b\u3088\u3046\u306b\u8ef8\u306e\u6700\u5c0f\u5024\/\u6700\u5927\u5024\u3092\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\r\n    },\r\n    yAxis: {\r\n        type: 'value',\r\n        scale: true\r\n    },\r\n    series: [\r\n        {\r\n            type: 'scatter',\r\n            symbolSize: 16,\r\n            itemStyle: {\r\n                color: 'rgba(84, 112, 198, 0.6)',\r\n                borderColor: '#5470c6',\r\n                borderWidth: 2\r\n            },\r\n            data: [\r\n                [161.2, 51.6], [167.5, 59.0], [159.5, 49.2], [157.0, 63.0],\r\n                [155.8, 53.6], [170.0, 59.0], [159.1, 47.6], [166.0, 69.8],\r\n                [176.2, 66.8], [160.2, 75.2], [172.5, 55.2], [170.9, 54.2]\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>
\nVPasCode\u3067ECharts\u3092\u7de8\u96c6\u3059\u308b<\/span>
\n<\/a>\n<\/div>\n<\/div>\n
\"\"<\/p>\n
\u00a0<\/p>\n
\u6226\u7565\u7684\u306a\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n
    \n
  • \u6709\u52b9\u306b\u3059\u308b scale: true<\/code>\u6570\u5024\u8ef8\u3067\uff1a<\/strong> \u8a2d\u5b9a\u3059\u308b scale: true<\/code>\u4e21\u65b9\u306e\u6570\u5024\u8ef8\u306b\u8a2d\u5b9a\u3057\u3066\u3001\u30d7\u30ed\u30c3\u30c8\u304c\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u7bc4\u56f2\u306b\u81ea\u52d5\u30ba\u30fc\u30e0\u3059\u308b\u3088\u3046\u306b\u3057\u3001\u539f\u70b9\u3092\u5f37\u5236\u7684\u306b (0,0)<\/code>.<\/li>\n
  • \u91cd\u306a\u308a\u306b\u30d5\u30a3\u30eb\u900f\u904e\u5ea6\u3092\u4f7f\u7528\u3059\u308b\uff1a<\/strong>\u6570\u767e\u306e\u70b9\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u969b\u306f\u3001\u30d5\u30a3\u30eb\u306e\u4e0d\u900f\u660e\u5ea6\u3092\u7d040.4\uff5e0.6\u306b\u4f4e\u4e0b\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u5bc6\u96c6\u3057\u305f\u91cd\u306a\u308a\u9818\u57df\u304c\u81ea\u7136\u306b\u6697\u304f\u306a\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n
  • \u6587\u8108\u306e\u3042\u308b\u8ef8\u30e9\u30d9\u30eb\u3092\u63d0\u4f9b\u3059\u308b\uff1a<\/strong>\u5e38\u306bX\u8ef8\u3068Y\u8ef8\u306b\u6e2c\u5b9a\u5358\u4f4d\uff08\u4f8b\uff1a\u300c\u5343\u30c9\u30eb\u5358\u4f4d\u300d\u307e\u305f\u306f\u300c\u30df\u30ea\u79d2\u5358\u4f4d\u306e\u9045\u5ef6\u300d\uff09\u3092\u660e\u793a\u7684\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\u3059\u308b\u3053\u3068\u3067\u3001\u30c4\u30fc\u30eb\u30c1\u30c3\u30d7\u3092\u78ba\u8a8d\u305b\u305a\u306b\u5024\u304c\u3059\u3050\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
    2\u3064\u306e\u9023\u7d9a\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3084\u76f8\u95a2\u3092\u8abf\u67fb\u3059\u308b\u969b\u3001\u6563\u5e03\u56f3\uff08\u307e\u305f\u306f\u6563\u5e03\u56f3\uff09\u306f\u4e3b\u306a\u5206\u6790\u30c4\u30fc\u30eb…<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":11,"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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