{"id":45810,"date":"2023-04-27T16:03:10","date_gmt":"2023-08-09T11:15:50","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45810-2\/"},"modified":"2024-04-30T01:33:54","modified_gmt":"2024-04-29T17:33:54","slug":"45810-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45810-2\/","title":{"rendered":""},"content":{"rendered":"<h1>Highcharts\u3068\u306f<\/h1>\n<p>Javascript\u3067\u52d5\u4f5c\u3059\u308b\u53ef\u8996\u5316\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<br \/>\n\u4e0b\u8a18\u306e\u3088\u3046\u306a\u6a5f\u80fd\/\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d4\u30e5\u30a2JavaScript<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d7\u30e9\u30b0\u30a4\u30f3\u4e0d\u8981\u30012\u3064\u306eJS\u30d5\u30a1\u30a4\u30eb\u3060\u3051\u3067\u52d5\u4f5c<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u591a\u5f69\u306a\u30c1\u30e3\u30fc\u30c8\u30bf\u30a4\u30d7<\/ul>\n<\/li>\n<\/ul>\n<p>\u6298\u308c\u7dda\u30b0\u30e9\u30d5<br \/>\n\u30b9\u30d7\u30e9\u30a4\u30f3\u66f2\u7dda<br \/>\n\u9762\u30b0\u30e9\u30d5<br \/>\n\u30a8\u30ea\u30a2\u30b9\u30d7\u30e9\u30a4\u30f3<br \/>\n\u6a2a\u68d2\u30b0\u30e9\u30d5<br \/>\n\u7e26\u68d2\u30b0\u30e9\u30d5<br \/>\n\u6563\u5e03\u56f3<br \/>\nOHLC<br \/>\n\u30ed\u30fc\u30bd\u30af\u8db3<br \/>\n\u30a8\u30ea\u30a2\u30ec\u30f3\u30b8<br \/>\n\u30a8\u30ea\u30a2\u30b9\u30d7\u30e9\u30a4\u30f3\u30ec\u30f3\u30b8<\/p>\n<p>\u30ec\u30f3\u30b8\u30bb\u30ec\u30af\u30bf<\/p>\n<p>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u7d20\u65e9\u304f\u8868\u793a<br \/>\n\u6642\u9593\u7bc4\u56f2\u306e\u9078\u629e<br \/>\n1\u304b\u6708\u30011\u5e74\u3001\u65e5\u4ed8\u6307\u5b9a<br \/>\n\u6642\u9593\u7bc4\u56f2\u306e\u30c1\u30e3\u30fc\u30c8\u3092\u30ba\u30fc\u30e0<\/p>\n<p>\u30c4\u30fc\u30eb\u30c1\u30c3\u30d7\u30fb\u30e9\u30d9\u30eb<\/p>\n<p>\u30c7\u30fc\u30bf\u7cfb\u5217\u3084\u30dd\u30a4\u30f3\u30c8\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u30c4\u30fc\u30eb\u30c1\u30c3\u30d7\u30fb\u30c6\u30ad\u30b9\u30c8\u3067\u8868\u793a<br \/>\n\u30de\u30a6\u30b9\u3092\u30b0\u30e9\u30d5\u306e\u4e0a\u306b\u52d5\u304b\u3059\u3068\u3001\u30c4\u30fc\u30eb\u30c1\u30c3\u30d7\u304c\u8868\u793a<\/p>\n<p>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3068\u5370\u5237<\/p>\n<p>\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u6307\u5b9a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<br \/>\nPNG\u3001JPG\u3001PDF\u3001SVG<br \/>\n\u30a6\u30a7\u30d6\u30fb\u30da\u30fc\u30b8\u304b\u3089\u76f4\u63a5\u30c1\u30e3\u30fc\u30c8\u3092\u5370\u5237<\/p>\n<p>\u975e\u5e38\u306b\u9ad8\u6a5f\u80fd\u3067\u3059\u304c\u3001\u5546\u7528\u306f\u6709\u511f\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h1>\u306a\u305cHighcharts\uff1f<\/h1>\n<h2>\u304d\u308c\u3044<\/h2>\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u898b\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u308f\u304b\u308b\u3068\u304a\u308a\u3001\u8272\u3005\u3068\u5de5\u592b\u3092\u3057\u306a\u304f\u3066\u3082\u304d\u308c\u3044\u3067\u30ab\u30c3\u30b3\u30a4\u30a4\u30b0\u30e9\u30d5\u304c\u63cf\u3051\u307e\u3059\u3002<\/p>\n<h2>\u304b\u308b\u3044<\/h2>\n<p>\u7206\u901f\u3067\u3059\u3002<br \/>\n\u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306a1000\u500b\u306e\u70b9\u30927\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u8272\u5206\u3051\u3057\u305f\u6563\u5e03\u56f3\u3092\u63cf\u753b\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\r\n\r\n<span class=\"n\">num<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1000<\/span>\r\n<span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">((<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"n\">num<\/span><span class=\"p\">))<\/span>\r\n<span class=\"n\">labels<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"n\">choice<\/span><span class=\"p\">([<\/span><span class=\"s\">'a'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'b'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'c'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'e'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'f'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'g'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'h'<\/span><span class=\"p\">],<\/span> <span class=\"n\">num<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">DataFrame<\/span><span class=\"p\">(<\/span><span class=\"nb\">dict<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"o\">=<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">y<\/span><span class=\"o\">=<\/span><span class=\"n\">y<\/span><span class=\"p\">,<\/span> <span class=\"n\">label<\/span><span class=\"o\">=<\/span><span class=\"n\">labels<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n<p>\u4e0b\u8a18\u306e\u4ee3\u8868\u7684\u306a3\u3064\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3059\u3002<br \/>\n1. Matplotlib<br \/>\n2. Bokeh<br \/>\n3. Plotly<\/p>\n<h3>Matplotlib<\/h3>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"n\">plt<\/span>\r\n<span class=\"n\">groups<\/span> <span class=\"o\">=<\/span> <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">groupby<\/span><span class=\"p\">(<\/span><span class=\"s\">'label'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">colors<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'bgrcmyk'<\/span>\r\n<span class=\"k\">for<\/span> <span class=\"n\">i<\/span><span class=\"p\">,<\/span> <span class=\"p\">(<\/span><span class=\"n\">name<\/span><span class=\"p\">,<\/span> <span class=\"n\">group<\/span><span class=\"p\">)<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">enumerate<\/span><span class=\"p\">(<\/span><span class=\"n\">groups<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">group<\/span><span class=\"p\">.<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">group<\/span><span class=\"p\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">])<\/span>\r\n<\/code><\/pre>\n<h3>Bokeh<\/h3>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">bokeh.charts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Scatter<\/span><span class=\"p\">,<\/span> <span class=\"n\">output_notebook<\/span><span class=\"p\">,<\/span> <span class=\"n\">show<\/span>\r\n<span class=\"n\">output_notebook<\/span><span class=\"p\">()<\/span>\r\n<span class=\"n\">show<\/span><span class=\"p\">(<\/span><span class=\"n\">Scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"o\">=<\/span><span class=\"s\">'x'<\/span><span class=\"p\">,<\/span> <span class=\"n\">y<\/span><span class=\"o\">=<\/span><span class=\"s\">'y'<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s\">'label'<\/span><span class=\"p\">,<\/span> <span class=\"n\">data<\/span><span class=\"o\">=<\/span><span class=\"n\">df<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n<h3>Plotly<\/h3>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">plotly.offline<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">init_notebook_mode<\/span><span class=\"p\">,<\/span> <span class=\"n\">iplot<\/span>\r\n<span class=\"n\">init_notebook_mode<\/span><span class=\"p\">()<\/span>\r\n<span class=\"n\">groups<\/span> <span class=\"o\">=<\/span> <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">groupby<\/span><span class=\"p\">(<\/span><span class=\"s\">'label'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[{<\/span><span class=\"s\">'x'<\/span><span class=\"p\">:<\/span> <span class=\"n\">group<\/span><span class=\"p\">.<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"s\">'y'<\/span><span class=\"p\">:<\/span> <span class=\"n\">group<\/span><span class=\"p\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">,<\/span> <span class=\"s\">'mode'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'markers'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'name'<\/span><span class=\"p\">:<\/span> <span class=\"n\">name<\/span><span class=\"p\">}<\/span> <span class=\"k\">for<\/span> <span class=\"n\">name<\/span><span class=\"p\">,<\/span> <span class=\"n\">group<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">groups<\/span><span class=\"p\">]<\/span>\r\n<span class=\"n\">fig<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">'data'<\/span><span class=\"p\">:<\/span> <span class=\"n\">data<\/span><span class=\"p\">}<\/span>\r\n<span class=\"n\">iplot<\/span><span class=\"p\">(<\/span><span class=\"n\">fig<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h3>Highcharts<\/h3>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n<span class=\"n\">groups<\/span> <span class=\"o\">=<\/span> <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">groupby<\/span><span class=\"p\">(<\/span><span class=\"s\">'label'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">options<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">'chart'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'type'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'scatter'<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"p\">},<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">()<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">set_dict_options<\/span><span class=\"p\">(<\/span><span class=\"n\">options<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">for<\/span> <span class=\"n\">name<\/span><span class=\"p\">,<\/span> <span class=\"n\">group<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">groups<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"nb\">list<\/span><span class=\"p\">(<\/span><span class=\"nb\">zip<\/span><span class=\"p\">(<\/span><span class=\"n\">group<\/span><span class=\"p\">.<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">group<\/span><span class=\"p\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">))<\/span>\r\n    <span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">(<\/span><span class=\"n\">data<\/span><span class=\"p\">,<\/span> <span class=\"s\">'scatter'<\/span><span class=\"p\">,<\/span> <span class=\"n\">name<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<p>\u7d50\u679c\u306f\u3053\u3093\u306a\u611f\u3058\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>import(\u521d\u671f\u5316)\u542b\u3080<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/21-0.png\" alt=\"benchmark01.png\" \/><\/div>\n<h3>import(\u521d\u671f\u5316)\u542b\u307e\u306a\u3044<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/23-0.png\" alt=\"benchmark02.png\" \/><\/div>\n<p>\u7406\u7531\u306f\u8272\u3005\u8003\u3048\u3089\u308c\u307e\u3059\u304c\u3001\u3068\u306b\u304b\u304f\u8efd\u3044\u3067\u3059\u306d\u3002<\/p>\n<h1>%%html\u30de\u30b8\u30c3\u30af\u3067\u5b9f\u88c5<\/h1>\n<p>Highcharts\u306fJavaScript\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u306e\u3067\u3001Jupyter notebook\u3067\u4f7f\u3046\u306b\u306f\u5c11\u3057\u5de5\u592b\u3092\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30a8\u30f3\u30b8\u30f3\u7b49\u3092\u4f7f\u7528\u3059\u308b\u624b\u6bb5\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u5358\u7d14\u306a\u4f8b\u3068\u3057\u3066%%html\u30de\u30b8\u30c3\u30af\u3092\u4f7f\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">IPython.display<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">HTML<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"o\">%%<\/span><span class=\"n\">html<\/span>\r\n    <span class=\"o\">&lt;<\/span><span class=\"n\">script<\/span> <span class=\"n\">src<\/span><span class=\"o\">=<\/span><span class=\"s\">\"http:\/\/code.highcharts.com\/highcharts.js\"<\/span><span class=\"o\">&gt;&lt;\/<\/span><span class=\"n\">script<\/span><span class=\"o\">&gt;<\/span>\r\n    <span class=\"o\">&lt;<\/span><span class=\"n\">script<\/span> <span class=\"n\">src<\/span><span class=\"o\">=<\/span><span class=\"s\">\"http:\/\/code.highcharts.com\/modules\/exporting.js\"<\/span><span class=\"o\">&gt;&lt;\/<\/span><span class=\"n\">script<\/span><span class=\"o\">&gt;<\/span>\r\n    <span class=\"o\">&lt;<\/span><span class=\"n\">div<\/span> <span class=\"nb\">id<\/span><span class=\"o\">=<\/span><span class=\"s\">\"container\"<\/span> <span class=\"n\">style<\/span><span class=\"o\">=<\/span><span class=\"s\">\"width:300px; height:200px;\"<\/span><span class=\"o\">&gt;&lt;\/<\/span><span class=\"n\">div<\/span><span class=\"o\">&gt;<\/span>\r\n    <span class=\"o\">&lt;<\/span><span class=\"n\">script<\/span><span class=\"o\">&gt;<\/span>\r\n        <span class=\"n\">plot<\/span> <span class=\"o\">=<\/span> <span class=\"n\">function<\/span> <span class=\"p\">()<\/span> <span class=\"p\">{<\/span> \r\n            <span class=\"err\">$<\/span><span class=\"p\">(<\/span><span class=\"s\">'#container'<\/span><span class=\"p\">).<\/span><span class=\"n\">highcharts<\/span><span class=\"p\">({<\/span>\r\n                <span class=\"n\">chart<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                    <span class=\"nb\">type<\/span><span class=\"p\">:<\/span> <span class=\"s\">'line'<\/span>\r\n                <span class=\"p\">},<\/span>\r\n                <span class=\"n\">series<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n                    <span class=\"n\">data<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">]<\/span>\r\n                <span class=\"p\">}]<\/span>\r\n            <span class=\"p\">});<\/span>\r\n        <span class=\"p\">};<\/span>\r\n        <span class=\"n\">plot<\/span><span class=\"p\">();<\/span>\r\n    <span class=\"o\">&lt;\/<\/span><span class=\"n\">script<\/span><span class=\"o\">&gt;<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/29-0.png\" alt=\"htmlmagic.png\" \/><\/div>\n<h1>python-highchart\u3067\u5b9f\u88c5<\/h1>\n<p>\u524d\u8ff0\u3057\u305f%%html\u30de\u30b8\u30c3\u30af\u3067\u306f\u3001\u5358\u306bJavaScript\u3092\u66f8\u3044\u3066\u3044\u308b\u3060\u3051\u3067Python\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u66f4\u306b\u5909\u6570\u3092\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3057\u305f\u3044\u3068\u304d\u306b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30a8\u30f3\u30b8\u30f3\u7b49\u3092\u4f7f\u3046\u5fc5\u8981\u304c\u3042\u308a\u3001\u8272\u3005\u3068\u9762\u5012\u3067\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001Python\u304b\u3089Highcharts\u3092\u547c\u3073\u51fa\u305b\u308bpython-highcharts\u3092\u4f7f\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n<h2>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>pip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<br \/>\nbash<br \/>\npip install python-highcharts<\/p>\n<h2>\u7dda\u30b0\u30e9\u30d5<\/h2>\n<p>\u524d\u8ff0\u306e%%html\u30de\u30b8\u30c3\u30af\u3067\u5b9f\u88c5\u3057\u305f\u7dda\u30b0\u30e9\u30d5\u3068\u540c\u3058\u3082\u306e\u3092python-highcharts\u3067\u5b9f\u88c5\u3059\u308b\u3068\u4e0b\u8a18\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">(<\/span><span class=\"n\">width<\/span><span class=\"o\">=<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span> <span class=\"n\">height<\/span><span class=\"o\">=<\/span><span class=\"mi\">200<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">])<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<p>\u975e\u5e38\u306b\u3059\u3063\u304d\u308a\u3057\u3066\u3001\u3057\u304b\u3082Python\u3067\u66f8\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2>\u30b0\u30e9\u30d5\u306e\u30aa\u30d7\u30b7\u30e7\u30f3<\/h2>\n<p>\u30b0\u30e9\u30d5\u306e\u4f53\u88c1\u7b49\u306fhighcharts.Highchart.set_options()\u306b\u8f9e\u66f8\u578b\u306e\u5024\u3092\u6e21\u3057\u307e\u3059\u3002<br \/>\n\u8a2d\u5b9a\u53ef\u80fd\u306a\u5024\u306fHighcharts\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">(<\/span><span class=\"n\">width<\/span><span class=\"o\">=<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span> <span class=\"n\">height<\/span><span class=\"o\">=<\/span><span class=\"mi\">200<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">options<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'\u30e1\u30a4\u30f3\u30bf\u30a4\u30c8\u30eb'<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'subtitle'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'\u30b5\u30d6\u30bf\u30a4\u30c8\u30eb'<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'xAxis'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'X\u8ef8'<\/span><span class=\"p\">}<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'yAxis'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'Y\u8ef8'<\/span><span class=\"p\">},<\/span>\r\n        <span class=\"s\">'lineWidth'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">2<\/span>\r\n    <span class=\"p\">},<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">set_dict_options<\/span><span class=\"p\">(<\/span><span class=\"n\">options<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">])<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/42-0.png\" alt=\"options.png\" \/><\/div>\n<p>\u500b\u5225\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6bce\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<br \/>\n\u3053\u3061\u3089\u306e\u307b\u3046\u304c\u53ef\u8aad\u6027\u304c\u9ad8\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">(<\/span><span class=\"n\">width<\/span><span class=\"o\">=<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span> <span class=\"n\">height<\/span><span class=\"o\">=<\/span><span class=\"mi\">200<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">set_options<\/span><span class=\"p\">(<\/span><span class=\"s\">'title'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'\u30e1\u30a4\u30f3\u30bf\u30a4\u30c8\u30eb'<\/span><span class=\"p\">})<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">set_options<\/span><span class=\"p\">(<\/span><span class=\"s\">'subtitle'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'\u30b5\u30d6\u30bf\u30a4\u30c8\u30eb'<\/span><span class=\"p\">})<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">set_options<\/span><span class=\"p\">(<\/span><span class=\"s\">'xAxis'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'X\u8ef8'<\/span><span class=\"p\">}})<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">set_options<\/span><span class=\"p\">(<\/span><span class=\"s\">'yAxis'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'Y\u8ef8'<\/span><span class=\"p\">},<\/span> <span class=\"s\">'lineWidth'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">2<\/span><span class=\"p\">})<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">])<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<p>\u8981\u7d20\u306e\u4f53\u88c1\u306fhighcharts.Highchart.add_data_set()\u3067\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">(<\/span><span class=\"n\">width<\/span><span class=\"o\">=<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span> <span class=\"n\">height<\/span><span class=\"o\">=<\/span><span class=\"mi\">200<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">],<\/span> <span class=\"n\">dashStyle<\/span><span class=\"o\">=<\/span><span class=\"s\">'ShortDash'<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s\">'plum'<\/span><span class=\"p\">,<\/span> <span class=\"n\">lineWidth<\/span><span class=\"o\">=<\/span><span class=\"mi\">6<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/47-0.png\" alt=\"glyph.png\" \/><\/div>\n<h2>\u30b0\u30e9\u30d5\u306e\u7a2e\u985e<\/h2>\n<p>highcharts.Highchart.add_data_set()\u306e\u7b2c\u4e8c\u5f15\u6570\u306b\u30b0\u30e9\u30d5\u306e\u7a2e\u985e\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u5404\u4f4d\u7f6e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6307\u5b9a\u306f\u4e0b\u8a18\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<div>\n<div class=\"post-table\">\u4f4d\u7f6e\u30d1\u30e9\u30e1\u30fc\u30bf\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u578b1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30ea\u30b9\u30c8\u3001\u30bf\u30d7\u30eb2\u30b0\u30e9\u30d5\u306e\u7a2e\u985e\u6587\u5b57\u52173\u540d\u524d\u6587\u5b57\u5217<\/div>\n<\/div>\n<p>\u4e0b\u8a18\u306e\u4f8b\u3067\u306f1\u756a\u76ee\u306e\u8981\u7d20\u3092data1\u3068\u3044\u3046\u540d\u524d\u306e\u9762\u30b0\u30e9\u30d5\u30012\u756a\u3081\u306e\u8981\u7d20\u3092data2\u3068\u3044\u3046\u540d\u524d\u306e\u68d2\u30b0\u30e9\u30d5\u3092\u51fa\u529b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">(<\/span><span class=\"n\">width<\/span><span class=\"o\">=<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span> <span class=\"n\">height<\/span><span class=\"o\">=<\/span><span class=\"mi\">200<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">],<\/span> <span class=\"s\">'area'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'data1'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">4<\/span><span class=\"p\">,<\/span> <span class=\"mi\">5<\/span><span class=\"p\">,<\/span> <span class=\"mi\">6<\/span><span class=\"p\">],<\/span> <span class=\"s\">'bar'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'data2'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/53-0.png\" alt=\"bar.png\" \/><\/div>\n<h2>\u30c9\u30ea\u30eb\u30c0\u30a6\u30f3<\/h2>\n<p>\u30b0\u30e9\u30d5\u306e\u8981\u7d20\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u66f4\u306b\u5225\u306a\u30b0\u30e9\u30d5\u304c\u8868\u793a\u3055\u308c\u308b\u30fb\u30fb\u30fb\u306a\u3093\u3066\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>highcharts.Highchart.add_data_set()\u306e\u5404\u8981\u7d20\u306b\u8f9e\u66f8\u578b\u306e\u30c7\u30fc\u30bf\u3092\u6e21\u3057\u307e\u3059\u3002\u8f9e\u66f8\u306e\u30ad\u30fc\u306bdrilldown\u3001\u5024\u306b\u30c9\u30ea\u30eb\u30c0\u30a6\u30f3\u306b\u5bfe\u5fdc\u3059\u308b\u540d\u524d\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c9\u30ea\u30eb\u30c0\u30a6\u30f3\u5f8c\u306e\u8981\u7d20\u306e\u6307\u5b9a\u306fhighcharts.Highchart.add_drilldown_data_set()\u306b\u524d\u8ff0\u3057\u305f\u4f4d\u7f6e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e3\u3064\u306e\u5f15\u6570\u3092\u6307\u5b9a\u3057\u307e\u3059\u30023\u3064\u76ee\u306e\u540d\u524d\u3068\u4e0a\u4f4d\u306e\u8981\u7d20\u3092\u5bfe\u5fdc\u3055\u305b\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">(<\/span><span class=\"n\">width<\/span><span class=\"o\">=<\/span><span class=\"mi\">400<\/span><span class=\"p\">,<\/span> <span class=\"n\">height<\/span><span class=\"o\">=<\/span><span class=\"mi\">200<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[{<\/span>\r\n    <span class=\"s\">'y'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"s\">'drilldown'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'a'<\/span>\r\n<span class=\"p\">},<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">'y'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"s\">'drilldown'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'b'<\/span>\r\n<span class=\"p\">},<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">'y'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">3<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"s\">'drilldown'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'c'<\/span>\r\n<span class=\"p\">}]<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">(<\/span><span class=\"n\">data<\/span><span class=\"p\">,<\/span> <span class=\"s\">'column'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_drilldown_data_set<\/span><span class=\"p\">([<\/span><span class=\"mf\">0.3<\/span><span class=\"p\">,<\/span> <span class=\"mf\">0.4<\/span><span class=\"p\">,<\/span> <span class=\"mf\">0.3<\/span><span class=\"p\">],<\/span> <span class=\"s\">'pie'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'a'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_drilldown_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">4<\/span><span class=\"p\">,<\/span> <span class=\"mi\">5<\/span><span class=\"p\">,<\/span> <span class=\"mi\">6<\/span><span class=\"p\">],<\/span> <span class=\"s\">'line'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'b'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_drilldown_data_set<\/span><span class=\"p\">([<\/span><span class=\"mi\">7<\/span><span class=\"p\">,<\/span> <span class=\"mi\">8<\/span><span class=\"p\">,<\/span> <span class=\"mi\">9<\/span><span class=\"p\">],<\/span> <span class=\"s\">'area'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'c'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/59-0.gif\" alt=\"drilldown.gif\" \/><\/div>\n<h2>\u304a\u307e\u3051(\u3084\u304d\u3046hack)<\/h2>\n<p>\u30c9\u30ea\u30eb\u30c0\u30a6\u30f3\u3092\u5229\u7528\u3057\u305f\u4f8b\u3068\u3057\u3066\u30012016\u5e74\u306e\u30d7\u30ed\u91ce\u740312\u7403\u56e3\u306e\u52dd\u5229\u6570\u3092\u68d2\u30b0\u30e9\u30d5\u306b\u8868\u793a\u3057\u3001\u5404\u8981\u7d20\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u6295\u624b\u306e\u52dd\u5229\u6570\u304c\u51fa\u529b\u3055\u308c\u308b\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">highcharts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Highchart<\/span>\r\n\r\n\r\n<span class=\"k\">class<\/span> <span class=\"nc\">Team<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">__init__<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">team_names<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"s\">'Hawks'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Fighters'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Marines'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Lions'<\/span><span class=\"p\">,<\/span>\r\n                           <span class=\"s\">'Buffaloes'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Eagles'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Swallows'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Giants'<\/span><span class=\"p\">,<\/span>\r\n                           <span class=\"s\">'Tigers'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Carp'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Dragons'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'BayStars'<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">urls<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">make_url<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span> <span class=\"k\">for<\/span> <span class=\"n\">x<\/span> <span class=\"ow\">in<\/span> <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">team_names<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">dfs<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">load_pitcher_win_data<\/span><span class=\"p\">(<\/span><span class=\"n\">url<\/span><span class=\"p\">)<\/span> <span class=\"k\">for<\/span> <span class=\"n\">url<\/span> <span class=\"ow\">in<\/span> <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">urls<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">wins<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'win'<\/span><span class=\"p\">].<\/span><span class=\"nb\">sum<\/span><span class=\"p\">()<\/span> <span class=\"k\">for<\/span> <span class=\"n\">df<\/span> <span class=\"ow\">in<\/span> <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">dfs<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">team_data<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span>\r\n            <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">make_y_dict<\/span><span class=\"p\">(<\/span><span class=\"n\">team_name<\/span><span class=\"p\">,<\/span> <span class=\"n\">wins<\/span><span class=\"p\">)<\/span>\r\n            <span class=\"k\">for<\/span> <span class=\"n\">team_name<\/span><span class=\"p\">,<\/span> <span class=\"n\">wins<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">zip<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">team_names<\/span><span class=\"p\">,<\/span> <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">wins<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"p\">]<\/span>\r\n        <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">pitcher_data<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">values<\/span><span class=\"p\">.<\/span><span class=\"n\">tolist<\/span><span class=\"p\">()<\/span> <span class=\"k\">for<\/span> <span class=\"n\">df<\/span> <span class=\"ow\">in<\/span> <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">dfs<\/span><span class=\"p\">]<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">make_url<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">team_name<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"k\">def<\/span> <span class=\"nf\">join_url<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">):<\/span>\r\n            <span class=\"k\">return<\/span> <span class=\"s\">''<\/span><span class=\"p\">.<\/span><span class=\"n\">join<\/span><span class=\"p\">((<\/span><span class=\"s\">'http:\/\/npb.jp\/bis\/2016\/stats\/idp1_'<\/span><span class=\"p\">,<\/span> <span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"s\">'.html'<\/span><span class=\"p\">))<\/span>\r\n\r\n        <span class=\"k\">if<\/span> <span class=\"n\">team_name<\/span> <span class=\"o\">==<\/span> <span class=\"s\">'Buffaloes'<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"k\">return<\/span> <span class=\"n\">join_url<\/span><span class=\"p\">(<\/span><span class=\"s\">'bs'<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"k\">elif<\/span> <span class=\"n\">team_name<\/span> <span class=\"o\">==<\/span> <span class=\"s\">'BayStars'<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"k\">return<\/span> <span class=\"n\">join_url<\/span><span class=\"p\">(<\/span><span class=\"s\">'db'<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"k\">return<\/span> <span class=\"n\">join_url<\/span><span class=\"p\">(<\/span><span class=\"n\">team_name<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">].<\/span><span class=\"n\">lower<\/span><span class=\"p\">())<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">load_pitcher_win_data<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">url<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"n\">tables<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">read_html<\/span><span class=\"p\">(<\/span><span class=\"n\">url<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tables<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">].<\/span><span class=\"n\">iloc<\/span><span class=\"p\">[<\/span><span class=\"mi\">2<\/span><span class=\"p\">:,<\/span> <span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">]]<\/span>\r\n        <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">columns<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"s\">'pitcher'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'win'<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'win'<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'win'<\/span><span class=\"p\">].<\/span><span class=\"n\">astype<\/span><span class=\"p\">(<\/span><span class=\"nb\">float<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'win'<\/span><span class=\"p\">]<\/span> <span class=\"o\">&gt;<\/span> <span class=\"mi\">0<\/span><span class=\"p\">]<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">make_y_dict<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">team_name<\/span><span class=\"p\">,<\/span> <span class=\"n\">wins<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"p\">{<\/span><span class=\"s\">'name'<\/span><span class=\"p\">:<\/span> <span class=\"n\">team_name<\/span><span class=\"p\">,<\/span> <span class=\"s\">'y'<\/span><span class=\"p\">:<\/span> <span class=\"n\">wins<\/span><span class=\"p\">,<\/span> <span class=\"s\">'drilldown'<\/span><span class=\"p\">:<\/span> <span class=\"n\">team_name<\/span><span class=\"p\">}<\/span>\r\n\r\n<span class=\"n\">t<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Team<\/span><span class=\"p\">()<\/span>\r\n\r\n<span class=\"n\">options<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">'chart'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'type'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'column'<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'2016\u5e74\u52dd\u5229\u6570'<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'subtitle'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'Click the columns to view pitchers.'<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'xAxis'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'type'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'category'<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'yAxis'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'win'<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'legend'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'enabled'<\/span><span class=\"p\">:<\/span> <span class=\"bp\">False<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'plotOptions'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'series'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"s\">'borderWidth'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"s\">'dataLabels'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                <span class=\"s\">'enabled'<\/span><span class=\"p\">:<\/span> <span class=\"bp\">True<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"p\">}<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">'tooltip'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">'headerFormat'<\/span><span class=\"p\">:<\/span>\r\n        <span class=\"s\">'&lt;span style=\"font-size:11px\"&gt;{series.name}&lt;\/span&gt;&lt;br&gt;'<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"p\">},<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n\r\n<span class=\"n\">H<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Highchart<\/span><span class=\"p\">(<\/span><span class=\"n\">width<\/span><span class=\"o\">=<\/span><span class=\"mi\">850<\/span><span class=\"p\">,<\/span> <span class=\"n\">height<\/span><span class=\"o\">=<\/span><span class=\"mi\">400<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">set_dict_options<\/span><span class=\"p\">(<\/span><span class=\"n\">options<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_data_set<\/span><span class=\"p\">(<\/span><span class=\"n\">t<\/span><span class=\"p\">.<\/span><span class=\"n\">team_data<\/span><span class=\"p\">,<\/span> <span class=\"s\">'column'<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"Team\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">colorByPoint<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">for<\/span> <span class=\"n\">i<\/span><span class=\"p\">,<\/span> <span class=\"n\">team_name<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">enumerate<\/span><span class=\"p\">(<\/span><span class=\"n\">t<\/span><span class=\"p\">.<\/span><span class=\"n\">team_names<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">H<\/span><span class=\"p\">.<\/span><span class=\"n\">add_drilldown_data_set<\/span><span class=\"p\">(<\/span>\r\n        <span class=\"n\">t<\/span><span class=\"p\">.<\/span><span class=\"n\">pitcher_data<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">],<\/span> <span class=\"s\">'column'<\/span><span class=\"p\">,<\/span> <span class=\"n\">team_name<\/span><span class=\"p\">,<\/span> <span class=\"n\">name<\/span><span class=\"o\">=<\/span><span class=\"n\">team_name<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">H<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/63-0.gif\" alt=\"baseball.gif\" \/><\/div>\n<h1>pandas-highcharts\u3067\u5b9f\u88c5<\/h1>\n<h2>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>pip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<br \/>\nbash<br \/>\npip install pandas-highcharts<\/p>\n<p>\u305d\u306e\u540d\u306e\u3068\u304a\u308a\u3001pandas\u306eDataFrame\u3092Highcharts\u3067\u63cf\u753b\u3057\u307e\u3059\u3002<br \/>\n\u306a\u3093\u3068\u3001pandas_highcharts.display.display_charts\u306bpandas.DataFrame.plot()\u3068\u540c\u3058\u5f15\u6570\u3092\u6e21\u3059\u3060\u3051\u3067\u30b0\u30e9\u30d5\u3092\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">pandas_highcharts.display<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">display_charts<\/span>\r\n\r\n<span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">DataFrame<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">],<\/span> <span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"p\">[<\/span><span class=\"nb\">list<\/span><span class=\"p\">(<\/span><span class=\"s\">'abc'<\/span><span class=\"p\">)])<\/span>\r\n<span class=\"n\">display_charts<\/span><span class=\"p\">(<\/span><span class=\"n\">df<\/span><span class=\"p\">,<\/span> <span class=\"n\">figsize<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span> <span class=\"mi\">200<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/69-0.png\" alt=\"pandas01.png\" \/><\/div>\n<p>\u30b0\u30e9\u30d5\u306e\u7a2e\u985e\u306e\u6307\u5b9a\u3082pandas\u3068\u540c\u4e00\u306e\u8a18\u8ff0\u65b9\u6cd5\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">pandas_highcharts.display<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">display_charts<\/span>\r\n\r\n<span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">DataFrame<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">],<\/span> <span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"p\">[<\/span><span class=\"nb\">list<\/span><span class=\"p\">(<\/span><span class=\"s\">'abc'<\/span><span class=\"p\">)])<\/span>\r\n<span class=\"n\">display_charts<\/span><span class=\"p\">(<\/span><span class=\"n\">df<\/span><span class=\"p\">,<\/span> <span class=\"n\">kind<\/span><span class=\"o\">=<\/span><span class=\"s\">'bar'<\/span><span class=\"p\">,<\/span> <span class=\"n\">figsize<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">300<\/span><span class=\"p\">,<\/span> <span class=\"mi\">200<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/72-0.png\" alt=\"pandas02.png\" \/><\/div>\n<p>\u6a5f\u80fd\u9762\u3067\u306fpython-highcharts\u306e\u65b9\u304c\u8c4a\u5bcc\u3067\u3059\u304c\u3001pandas\u306e\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u305f\u3044\u306a\u3089\u3053\u3061\u3089\u306e\u307b\u3046\u304c\u304a\u624b\u8efd\u3067\u3059\u306d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Highcharts\u3068\u306f Javascript\u3067\u52d5\u4f5c\u3059\u308b\u53ef\u8996\u5316\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002 \u4e0b\u8a18\u306e\u3088\u3046\u306a\u6a5f\u80fd\/\u7279\u5fb4\u304c\u3042\u308a\u307e [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45810","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - 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Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/45810-2\/","og_locale":"zh_CN","og_type":"article","og_description":"Highcharts\u3068\u306f Javascript\u3067\u52d5\u4f5c\u3059\u308b\u53ef\u8996\u5316\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002 \u4e0b\u8a18\u306e\u3088\u3046\u306a\u6a5f\u80fd\/\u7279\u5fb4\u304c\u3042\u308a\u307e [&hellip;]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/45810-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-08-09T11:15:50+00:00","article_modified_time":"2024-04-29T17:33:54+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d617237434c4406cfd90b\/21-0.png"}],"author":"\u97f5, \u79d1","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u97f5, \u79d1","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"4 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