推荐一款Python数据可视化神器
<div class="output_wrapper" id="output_wrapper_id" style="font-size: 16px; color: rgba(62, 62, 62, 1); line-height: 1.6; word-spacing: 0; letter-spacing: 0; font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif"><h3 id="h1" style="line-height: inherit; margin: 1.5em 5px 2em 0; font-weight: bold; font-size: 1.3em; padding: 8px 15px; letter-spacing: 2px; background-image: linear-gradient(135deg, rgba(0, 188, 212, 1), rgba(63, 81, 181, 1)); background-color: rgba(63, 81, 181, 1); color: rgba(255, 255, 255, 1); border-left: 10px solid rgba(51, 51, 51, 1); border-radius: 5px; text-shadow: 1px 1px 1px rgba(102, 102, 102, 1); box-shadow: 1px 1px 2px rgba(102, 102, 102, 1)"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">1. 前言</span></h3><p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">在日常工作中，为了更直观的发现数据中隐藏的规律，察觉到变量之间的互动关系，人们常常借助可视化帮助我们更好的给他人解释现象，做到一图胜千文的说明效果。</p>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">在Python中，常见的数据可视化库有:</p>
<ul style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0 0 0 32px; list-style-type: disc">
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">matplotlib 是最常见的2维库，可以算作可视化的必备技能库，由于matplotlib是比较底层的库，api很多，代码学起来不太容易。</p></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">seaborn 是建构于matplotlib基础上，能满足绝大多数可视化需求。更特殊的需求还是需要学习matplotlib。</p></li>
</ul>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">上述两个库都是静态的可视化库，大多数做过前端Web开发的同学都用到过Echarts.js库，它是一款前端可视化的JS库、功能非常之强大。在使用之前，需要导入js库到项目中。对于平时用Python较多的同学而言，如果每次实现可视化功能(特别是一些小需求)，都需要引用js库显然不太方便，于是就在想有没有Python与Echarts结合的轮子。<strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">答案是肯定的</strong>，在Github中就有一个国人开发的一个Echarts与Python结合的轮子：Pyecharts，它不仅很好的兼容了web项目，而且可以做到可视化的动态效果。</p>
<h3 id="h2pyecharts" style="line-height: inherit; margin: 1.5em 5px 2em 0; font-weight: bold; font-size: 1.3em; padding: 8px 15px; letter-spacing: 2px; background-image: linear-gradient(135deg, rgba(0, 188, 212, 1), rgba(63, 81, 181, 1)); background-color: rgba(63, 81, 181, 1); color: rgba(255, 255, 255, 1); border-left: 10px solid rgba(51, 51, 51, 1); border-radius: 5px; text-shadow: 1px 1px 1px rgba(102, 102, 102, 1); box-shadow: 1px 1px 2px rgba(102, 102, 102, 1)"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">2. Pyecharts介绍</span></h3>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">Pyecharts 是一个用于生成 Echarts 图表的类库。常规的Echarts 是由百度开源的一个数据可视化 JS 库，主要用于数据可视化。简单来说，Pyecharts是一款将python与echarts结合的强大的数据可视化工具。</p>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">使用 Pyecharts 可以生成独立的网页，也可以在 flask , Django 中集成使用。</p>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">项目介绍：</p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs cpp" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important">http:<span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important">//pyecharts.herokuapp.com/</span><br></code></pre>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">项目源码：</p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs cpp" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important">https:<span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important">//github.com/pyecharts/pyecharts</span><br></code></pre>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">从项目文档介绍可知， pyecharts目前分为两个大的系列版本：0.5.x 和v1.x.x。</p>
<ul style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0 0 0 32px; list-style-type: disc">
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">V0.5.x</strong><br>支持 Python2.7，3.4+</li>
</ul>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">0.5.x 版本将不再进行维护，文档位于 <code style="font-size: inherit; line-height: inherit; overflow-wrap: break-word; padding: 2px 4px; border-radius: 4px; margin: 0 2px; color: rgba(233, 105, 0, 1); background: rgba(248, 248, 248, 1)">05x-docs.pyecharts.org</code>。</p>
<ul style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0 0 0 32px; list-style-type: disc">
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">V1</strong><br>仅支持 Python3.6+</li>
</ul>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">新版本系列将从 v1.0.0 开始，文档位于 pyecharts.org；示例位于 <code style="font-size: inherit; line-height: inherit; overflow-wrap: break-word; padding: 2px 4px; border-radius: 4px; margin: 0 2px; color: rgba(233, 105, 0, 1); background: rgba(248, 248, 248, 1)">gallery.pyecharts.org</code></p>
<blockquote style="line-height: inherit; display: block; padding: 15px 15px 15px 1rem; font-size: 0.9em; margin: 1em 0; color: rgba(129, 145, 152, 1); border-left: 6px solid rgba(220, 230, 240, 1); background: rgba(242, 247, 251, 1); overflow: auto; overflow-wrap: normal; word-break: normal">
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 0">PS: v0.5.x 和 V1 间不兼容，V1 是一个全新的版本。</p>
</blockquote>
<h3 id="h3pyecharts30" style="line-height: inherit; margin: 1.5em 5px 2em 0; font-weight: bold; font-size: 1.3em; padding: 8px 15px; letter-spacing: 2px; background-image: linear-gradient(135deg, rgba(0, 188, 212, 1), rgba(63, 81, 181, 1)); background-color: rgba(63, 81, 181, 1); color: rgba(255, 255, 255, 1); border-left: 10px solid rgba(51, 51, 51, 1); border-radius: 5px; text-shadow: 1px 1px 1px rgba(102, 102, 102, 1); box-shadow: 1px 1px 2px rgba(102, 102, 102, 1)"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">3. Pyecharts支持30+种可视化图表</span></h3>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">得益于Echarts 项目，目前Pyecharts支持 30+ 种常见图表，如下所示：</p>
<ul style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0 0 0 32px; list-style-type: disc">
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Bar（柱状图/条形图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Bar3D（3D 柱状图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Boxplot（箱形图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">EffectScatter（散点图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Funnel（漏斗图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Gauge（仪表盘） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Geo（地理坐标系） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Graph（关系图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">HeatMap（热力图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Kline（K线图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Line（折线/面积图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Line3D（3D 折线图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Liquid（水球图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Map（地图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Parallel（平行坐标系） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Pie（饼图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Polar（极坐标系） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Radar（雷达图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Sankey（桑基图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Scatter（散点图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">Scatter3D（3D 散点图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">ThemeRiver（主题河流图） </span></li>
<li style="font-size: inherit; color: inherit; line-height: inherit; margin: 0 0 0.5em; padding: 0">WordCloud（词云图）<br><figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/45b1303e7891407b835f925c90a2d06e" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure></li>
</ul>
<h3 id="h4pyecharts" style="line-height: inherit; margin: 1.5em 5px 2em 0; font-weight: bold; font-size: 1.3em; padding: 8px 15px; letter-spacing: 2px; background-image: linear-gradient(135deg, rgba(0, 188, 212, 1), rgba(63, 81, 181, 1)); background-color: rgba(63, 81, 181, 1); color: rgba(255, 255, 255, 1); border-left: 10px solid rgba(51, 51, 51, 1); border-radius: 5px; text-shadow: 1px 1px 1px rgba(102, 102, 102, 1); box-shadow: 1px 1px 2px rgba(102, 102, 102, 1)"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">4. Pyecharts安装</span></h3>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">1、pip 安装</strong></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs php" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># 安装 v1 以上版本</span><br>$ pip install pyecharts -U<br><br><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># 如果需要安装 0.5.11 版本的开发者，可以使用</span><br><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># pip install pyecharts==0.5.11</span><br></code></pre>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">2、源码安装</strong></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs shell" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">#</span><span class="bash" style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; word-wrap: inherit !important; word-break: inherit !important"> v1 以上版本</span><br><span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">$</span><span class="bash" style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; word-wrap: inherit !important; word-break: inherit !important"> git <span class="hljs-built_in" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">clone</span> https://github.com/pyecharts/pyecharts.git</span><br><span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">#</span><span class="bash" style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; word-wrap: inherit !important; word-break: inherit !important"> 如果需要安装 0.5.11 版本，请使用 git <span class="hljs-built_in" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">clone</span> https://github.com/pyecharts/pyecharts.git -b v05x</span><br><span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">$</span><span class="bash" style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; word-wrap: inherit !important; word-break: inherit !important"> <span class="hljs-built_in" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">cd</span> pyecharts</span><br><span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">$</span><span class="bash" style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; word-wrap: inherit !important; word-break: inherit !important"> pip install -r requirements.txt</span><br><span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">$</span><span class="bash" style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; word-wrap: inherit !important; word-break: inherit !important"> python setup.py install</span><br></code></pre>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">在使用pip安装库时，由于墙的原因，下载时可能会出现断线和速度过慢的问题导致下载失败，所以建议通过豆瓣源或清华镜像来进行下载：</p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs nginx" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># 豆瓣源下载</span><br><span class="hljs-attribute" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">pip</span> install -i https://pypi.douban.com/simple pyecharts<br><br><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># 清华镜像源</span><br>pip install -i https://pypi.tuna.tsinghua.edu.cn/simple pyecharts<br></code></pre>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">PS: 这里要专门说明一下，自从 0.3.2 开始，为了缩减项目本身的体积以及维持 pyecharts 项目的轻量化运行，pyecharts 将不再自带地图 js 文件。如用户需要用到地图图表（Geo、Map），可自行安装对应的地图文件包。</p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs sql" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># 通过pip命令进行安装</span><br>pip <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">install</span> echarts-countries-pypkg<br>pip <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">install</span> echarts-china-provinces-pypkg<br>pip <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">install</span> echarts-china-cities-pypkg<br></code></pre>
<h3 id="h5pyecharts" style="line-height: inherit; margin: 1.5em 5px 2em 0; font-weight: bold; font-size: 1.3em; padding: 8px 15px; letter-spacing: 2px; background-image: linear-gradient(135deg, rgba(0, 188, 212, 1), rgba(63, 81, 181, 1)); background-color: rgba(63, 81, 181, 1); color: rgba(255, 255, 255, 1); border-left: 10px solid rgba(51, 51, 51, 1); border-radius: 5px; text-shadow: 1px 1px 1px rgba(102, 102, 102, 1); box-shadow: 1px 1px 2px rgba(102, 102, 102, 1)"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">5. Pyecharts官方示例实战</span></h3>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">现在我们来开始正式使用pycharts，这里我们先直接使用官方的数据，感受一下可视化展示效果。</p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs coffeescript" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Bar<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><br><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># V1 版本开始支持链式调用</span><br>bar = (<br> Bar()<br> .add_xaxis([<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"衬衫"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"毛衣"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"领带"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"裤子"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"风衣"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"高跟鞋"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"袜子"</span>])<br> .add_yaxis(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"商家A"</span>, [<span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">114</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">55</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">27</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">101</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">125</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">27</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">105</span>])<br> .add_yaxis(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"商家B"</span>, [<span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">57</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">134</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">137</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">129</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">145</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">60</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">49</span>])<br> .set_global_opts(title_opts=opts.TitleOpts(title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"某商场销售情况"</span>))<br>)<br>bar.render_notebook()<br></code></pre>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">在这里顺便安利一下jupyter，pyecharts在v0.1.9.2版本开始，在jupyter上可以直接调用实例（例如上方直接调用bar.render_notebook()）就可以将图表直接展示出来，非常方便。<br></p><figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/acd3b61a4a0841a3bfeb8ed9a1c2c1cd" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">如果脚本在非jupyter环境运行，图表渲染方法需改为: </p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs css" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-selector-tag" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">bar</span><span class="hljs-selector-class" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(165, 218, 45, 1); word-wrap: inherit !important; word-break: inherit !important">.render</span>()<br></code></pre>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">默认情况下，pycharts生成图表为HTML格式，也支持生成png图片格式，如下：</p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs python" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> snapshot_selenium <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> snapshot <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> driver<br><br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Bar<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.render <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> make_snapshot<br><br><br><span class="hljs-function" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">def</span> <span class="hljs-title" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(165, 218, 45, 1); word-wrap: inherit !important; word-break: inherit !important">bar_chart</span><span class="hljs-params" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(255, 152, 35, 1); word-wrap: inherit !important; word-break: inherit !important">()</span> -> Bar:</span><br> c = (<br> Bar()<br> .add_xaxis([<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"衬衫"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"毛衣"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"领带"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"裤子"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"风衣"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"高跟鞋"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"袜子"</span>])<br> .add_yaxis(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"商家A"</span>, [<span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">114</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">55</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">27</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">101</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">125</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">27</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">105</span>])<br> .add_yaxis(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"商家B"</span>, [<span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">57</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">134</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">137</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">129</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">145</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">60</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">49</span>])<br> .reversal_axis()<br> .set_series_opts(label_opts=opts.LabelOpts(position=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"right"</span>))<br> .set_global_opts(title_opts=opts.TitleOpts(title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"Bar-测试渲染图片"</span>))<br> )<br> <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">return</span> c<br><br><span class="hljs-comment" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(128, 128, 128, 1); word-wrap: inherit !important; word-break: inherit !important"># 需要安装 snapshot-selenium 或者 snapshot-phantomjs</span><br>make_snapshot(driver, bar_chart().render(), <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"bar.png"</span>)<br></code></pre>
<figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/bea67a0fb1dc44f9855220712380457e" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure>
<h3 id="h6pyecharts" style="line-height: inherit; margin: 1.5em 5px 2em 0; font-weight: bold; font-size: 1.3em; padding: 8px 15px; letter-spacing: 2px; background-image: linear-gradient(135deg, rgba(0, 188, 212, 1), rgba(63, 81, 181, 1)); background-color: rgba(63, 81, 181, 1); color: rgba(255, 255, 255, 1); border-left: 10px solid rgba(51, 51, 51, 1); border-radius: 5px; text-shadow: 1px 1px 1px rgba(102, 102, 102, 1); box-shadow: 1px 1px 2px rgba(102, 102, 102, 1)"><span style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0">6. Pyecharts几种高频使用的可视化图表</span></h3>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">在上面官方示例中的柱状图表我们已经能感受到pycharts可视化功能的强大，最后再介始几种日常工作中常用的可视化图表及对应示例。</p>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">6.1 Pie饼状图</strong></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs coffeescript" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Pie<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.faker <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Faker<br><br>pie = (<br> Pie()<br> .add(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">""</span>, )<br> .set_colors([<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"blue"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"green"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"yellow"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"red"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"pink"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"orange"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"purple"</span>])<br> .set_global_opts(title_opts=opts.TitleOpts(title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"Pie-设置颜色"</span>))<br> .set_series_opts(label_opts=opts.LabelOpts(formatter=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"{b}: {c}"</span>))<br>)<br><br>pie.render_notebook()<br></code></pre>
<figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/2f5af72f311042ecadcc5bf9fe838032" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure><br><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">6.2 仪表盘</strong><p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs coffeescript" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Gauge<br><br>g = (<br> Gauge()<br> .add(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">""</span>, [(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"完成率"</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">66.6</span>)])<br> .set_global_opts(title_opts=opts.TitleOpts(title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"Gauge-基本示例"</span>))<br><br>)<br>g.render_notebook()<br></code></pre>
<figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/3c2345c28f06404c8142088f7a36ad05" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">6.3 折线图</strong></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs python" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> pyecharts.options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Line<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.faker <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Faker<br><br>c = (<br> Line()<br> .add_xaxis(Faker.choose())<br> .add_yaxis(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"商家A"</span>, Faker.values(), is_smooth=<span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">True</span>)<br> .add_yaxis(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"商家B"</span>, Faker.values(), is_smooth=<span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">True</span>)<br> .set_global_opts(title_opts=opts.TitleOpts(title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"Line-smooth"</span>))<br><br>)<br>c.render_notebook()<br></code></pre>
<figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/d69df3693d664599bcb6cc744f9eb948" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure><br><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">6.4 K线图</strong><p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs cs" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts import options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts import Kline<br><br>data = [<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2320.26, 2320.26, 2287.3, 2362.94</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2300, 2291.3, 2288.26, 2308.38</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2295.35, 2346.5, 2295.35, 2345.92</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2347.22, 2358.98, 2337.35, 2363.8</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2360.75, 2382.48, 2347.89, 2383.76</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2383.43, 2385.42, 2371.23, 2391.82</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2377.41, 2419.02, 2369.57, 2421.15</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2425.92, 2428.15, 2417.58, 2440.38</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2411, 2433.13, 2403.3, 2437.42</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2432.68, 2334.48, 2427.7, 2441.73</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2430.69, 2418.53, 2394.22, 2433.89</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2416.62, 2432.4, 2414.4, 2443.03</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2441.91, 2421.56, 2418.43, 2444.8</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2420.26, 2382.91, 2373.53, 2427.07</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2383.49, 2397.18, 2370.61, 2397.94</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2378.82, 2325.95, 2309.17, 2378.82</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2322.94, 2314.16, 2308.76, 2330.88</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2320.62, 2325.82, 2315.01, 2338.78</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2313.74, 2293.34, 2289.89, 2340.71</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2297.77, 2313.22, 2292.03, 2324.63</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2322.32, 2365.59, 2308.92, 2366.16</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2364.54, 2359.51, 2330.86, 2369.65</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2332.08, 2273.4, 2259.25, 2333.54</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2274.81, 2326.31, 2270.1, 2328.14</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2333.61, 2347.18, 2321.6, 2351.44</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2340.44, 2324.29, 2304.27, 2352.02</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2326.42, 2318.61, 2314.59, 2333.67</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2314.68, 2310.59, 2296.58, 2320.96</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2309.16, 2286.6, 2264.83, 2333.29</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2282.17, 2263.97, 2253.25, 2286.33</span>],<br> [<span class="hljs-meta" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(91, 218, 237, 1); word-wrap: inherit !important; word-break: inherit !important">2255.77, 2270.28, 2253.31, 2276.22</span>],<br>]<br><br><br>k = (<br> Kline()<br> .add_xaxis([<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"2017/7/{}"</span>.format(i + <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">1</span>) <span class="hljs-function" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">for</span> i <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">in</span> <span class="hljs-title" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(165, 218, 45, 1); word-wrap: inherit !important; word-break: inherit !important">range</span>(<span class="hljs-params" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(255, 152, 35, 1); word-wrap: inherit !important; word-break: inherit !important"><span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">31</span></span>)])<br> .<span class="hljs-title" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(165, 218, 45, 1); word-wrap: inherit !important; word-break: inherit !important">add_yaxis</span>(<span class="hljs-params" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(255, 152, 35, 1); word-wrap: inherit !important; word-break: inherit !important"><span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"k线图"</span>, data</span>)<br> .<span class="hljs-title" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(165, 218, 45, 1); word-wrap: inherit !important; word-break: inherit !important">set_global_opts</span>(<span class="hljs-params" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(255, 152, 35, 1); word-wrap: inherit !important; word-break: inherit !important"><br> yaxis_opts=opts.AxisOpts(is_scale=True</span>),<br> xaxis_opts</span>=opts.AxisOpts(is_scale=True),<br> title_opts=opts.TitleOpts(title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"K线图-基本示例"</span>),<br> )<br><br>)<br>k.render_notebook()<br></code></pre>
<figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/78ef876360104e87a573877ca14fe31e" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">6.5 地图Map</strong></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs javascript" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> <span class="hljs-built_in" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">Map</span><br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.faker <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> Faker<br><br>map = (<br> <span class="hljs-built_in" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">Map</span>()<br> .add(<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"中国地图"</span>, , <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"china"</span>)<br> .set_global_opts(title_opts=opts.TitleOpts(title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"Map-基本示例"</span>))<br>)<br>map.render_notebook()<br></code></pre>
<figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/e50ef6eb5b5344b687aa991d4e197e39" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0"><strong style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0; font-weight: bold">6.6 词云图</strong></p>
<pre style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><code class="hljs python" style="overflow-wrap: break-word; margin: 0 2px; line-height: 18px; font-size: 14px; font-weight: normal; word-spacing: 0; letter-spacing: 0; font-family: Consolas, Inconsolata, Courier, monospace; border-radius: 0; color: rgba(169, 183, 198, 1); background: rgba(40, 43, 46, 1); overflow-x: auto; padding: 0.5em; white-space: pre !important; word-wrap: normal !important; word-break: normal !important; overflow: auto !important"><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> pyecharts.options <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">as</span> opts<br><span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">from</span> pyecharts.charts <span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">import</span> WordCloud<br><br><br>data = [<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"生活资源"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"999"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供热管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"888"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供气质量"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"777"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"生活用水管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"688"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"一次供水问题"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"588"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"交通运输"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"516"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"城市交通"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"515"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"环境保护"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"483"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"房地产管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"462"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"城乡建设"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"449"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"社会保障与福利"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"429"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"社会保障"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"407"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"文体与教育管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"406"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"公共安全"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"406"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"公交运输管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"386"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"出租车运营管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"385"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供热管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"375"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"市容环卫"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"355"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"自然资源管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"355"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"粉尘污染"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"335"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"噪声污染"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"324"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"土地资源管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"304"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"物业服务与管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"304"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"医疗卫生"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"284"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"粉煤灰污染"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"284"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"占道"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"284"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供热发展"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"254"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"农村土地规划管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"254"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"生活噪音"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"253"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供热单位影响"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"253"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"城市供电"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"房屋质量与安全"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"大气污染"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"房屋安全"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"文化活动"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"拆迁管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"公共设施"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供气质量"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供电管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"223"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"燃气管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"152"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"教育管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"152"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"医疗纠纷"</span>, <span class="hljs-string" style="font-size: inherit; 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line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"低保管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"92"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"文娱市场管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"72"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"城市交通秩序管理"</span>, <span class="hljs-string" style="font-size: inherit; 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line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"占道堆放"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"地上设施"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"水质"</span>, <span class="hljs-string" style="font-size: inherit; 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line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"人行道管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"主网原因"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"集中供热"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"客运管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"国有公交（大巴）管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"工业粉尘污染"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"治安案件"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"压力容器安全"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"身份证管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"71"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"群众健身"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"工业排放污染"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"破坏森林资源"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"市场收费"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"生产资金"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"生产噪声"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"农村低保"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"劳动争议"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"劳动合同争议"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"劳动报酬与福利"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"41"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"医疗事故"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"21"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"停供"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"21"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"基础教育"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"21"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"职业教育"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"21"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"物业资质管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"21"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"拆迁补偿"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"21"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"设施维护"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"21"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"市场外溢"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"占道经营"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"树木管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"农村基础设施"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"无水"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"供气质量"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"停气"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"燃气管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"市容环卫"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"新闻传媒"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"人才招聘"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"市场环境"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"行政事业收费"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"食品安全与卫生"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"城市交通"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"房地产开发"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"房屋配套问题"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"物业服务"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"物业管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"占道"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"园林绿化"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"户籍管理及身份证"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"公交运输管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"公路（水路）交通"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"房屋与图纸不符"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"有线电视"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"社会治安"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"林业资源"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"其他行政事业收费"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"经营性收费"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"食品安全与卫生"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"体育活动"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"有线电视安装及调试维护"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"低保管理"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"劳动争议"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"社会福利及事务"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br> (<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"一次供水问题"</span>, <span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"11"</span>),<br>]<br><br><br>c=(<br> WordCloud()<br> .add(series_name=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"热点分析"</span>, data_pair=data, word_size_range=[<span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">6</span>, <span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">66</span>])<br> .set_global_opts(<br> title_opts=opts.TitleOpts(<br> title=<span class="hljs-string" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(238, 220, 112, 1); word-wrap: inherit !important; word-break: inherit !important">"热点分析"</span>, title_textstyle_opts=opts.TextStyleOpts(font_size=<span class="hljs-number" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(174, 135, 250, 1); word-wrap: inherit !important; word-break: inherit !important">23</span>)<br> ),<br> tooltip_opts=opts.TooltipOpts(is_show=<span class="hljs-keyword" style="font-size: inherit; line-height: inherit; margin: 0; padding: 0; color: rgba(248, 35, 117, 1); word-wrap: inherit !important; word-break: inherit !important">True</span>),<br> )<br><br>)<br>c.render_notebook()<br></code></pre>
<figure style="font-size: inherit; color: inherit; line-height: inherit; margin: 0; padding: 0"><img src="http://pb3.pstatp.com/large/pgc-image/ed85461fecae4ac2945b14c96edba105" alt="" title="" style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; display: block; margin: 0 auto; max-width: 100%"><figcaption style="line-height: inherit; margin: 10px 0 0; padding: 0; text-align: center; color: rgba(153, 153, 153, 1); font-size: 0.7em"></figcaption></figure>
<p style="font-size: inherit; color: inherit; line-height: inherit; padding: 0; margin: 1.5em 0">上述示例仅供参考，读者们结合日常工作应用，学会举一反三才是关健，更多Pychart示例介绍可见：代码示例</p></div>
</div>
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技术改变世界！
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来源：https://www.cnblogs.com/jinjiangongzuoshi/p/12842381.html
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