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body_diff: "[{\"diffs\":[[1,\"<html>\\\r\\\n<head>\\\r\\\n  <title>Python实战：量化交易数据提取 [通达信、Akshare、Tushare、Binnace]</title>\\\r\\\n  <basefont face=\\\"微软雅黑\\\" size=\\\"2\\\" />\\\r\\\n  <meta http-equiv=\\\"Content-Type\\\" content=\\\"text/html;charset=utf-8\\\" />\\\r\\\n  <meta name=\\\"exporter-version\\\" content=\\\"YXBJ Windows/608924 (zh-CN, DDL); Windows/10.0.0 (Win64); EDAMVersion=V2;\\\"/>\\\r\\\n  <meta name=\\\"content-class\\\" content=\\\"yinxiang.peso.superNote\\\"/>\\\r\\\n  <meta name=\\\"application-data:yinxiang.noteLayout\\\" content=\\\"{\\\"lineSpace\\\":\\\"recommend\\\",\\\"paragraphSpace\\\":\\\"recommend\\\"}\\\"/>\\\r\\\n  <style>\\\r\\\n\\tbody, td {\\\r\\\n\\t  font-family: 微软雅黑;\\\r\\\n\\t  font-size: 12pt;\\\r\\\n\\t}\\\r\\\n  </style>\\\r\\\n</head>\\\r\\\n<body>\\\r\\\n<a name=\\\"39759\\\"></a>\\\r\\\n<h1>Python实战：量化交易数据提取 [通达信、Akshare、Tushare、Binnace]</h1>\\\r\\\n\\\r\\\n<div><span style=\\\"margin:0px;\\\"><div style=\\\"padding:8px 0px;margin:8px auto;max-width:700px;\\\"> <div><span></span></div>\\\n<p></p>\\\n<div style=\\\"--en-blockquote:true;box-sizing: border-box; padding-left: 19px; padding-top: 6px; padding-bottom: 6px; border-left: 3px solid #b4c0cc; background-position: initial initial; background-repeat: initial initial; margin-top: 6px\\\"><div>原文链接: <a href=\\\"http://mp.weixin.qq.com/s?__biz=MzkyODU4ODEyOA==&amp;mid=2247483894&amp;idx=1&amp;sn=5cfc789eee0235cd32ba78d5fd3f3bd2&amp;chksm=c3ddb88304820e68d2bc7fae4b2b86387baa99d219e06a13d9311aa12df0abc5e79f25aa812b&amp;mpshare=1&amp;scene=1&amp;srcid=0411IJoG6d80o9Y6sBJkouBh&amp;sharer_shareinfo=47a3d7c3d0bfb5977900e971c8b8732e&amp;sharer_shareinfo_first=47a3d7c3d0bfb5977900e971c8b8732e#rd\\\"><span>http://mp.weixin.qq.com/s?__biz=MzkyODU4ODEyOA==&amp;mid=2247483...</span></a></div></div>\\\n<p></p>\\\n<div><span></span></div>\\\n<div style=\\\"\\\"><div><div><h1 style=\\\"margin:0\\\"> Python实战：量化交易数据提取 [通达信、Akshare、Tushare、Binnace] </h1><div><span style=\\\"position:relative\\\">原创</span><span><span style=\\\"position:relative\\\">BobDreamer</span></span><span><a style=\\\"position:relative\\\"> 芝士就是菜脯 </a></span><span><em></em></span></div><div style=\\\";\\\"><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:0;color:rgb(10,10,10);font-family:ui-sans-serif,system-ui,sans-serif,&quot;Apple Color Emoji&quot;,&quot;Segoe UI Emoji&quot;,&quot;Segoe UI Symbol&quot;,&quot;Noto Color Emoji&quot;;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;font-size:0;line-height:0\\\"><span> </span></p><div style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(10, 10, 10);font-size: 14px;font-variant-ligatures: normal;orphans: 2;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\\\"><h1 style=\\\"box-sizing:border-box;border-width:0 0 2px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:16.8px;font-weight:bold;margin:2em auto 1em;text-align:center;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;display:table;padding:0 1em;color:rgb(63,63,63)\\\"><span>Python实战：量化交易数据提取 [通达信、Akshare、Tushare、Binnace]</span></h1><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>大家好，我是Bob。在量化交易中，数据是最基础也是最重要的资源。不同的交易策略依赖于不同类型的数据源。本文将介绍如何使用Python提取来自五个不同数据源的数据，并简要分析每个数据源的特点。包括：</span></p><ul style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);list-style:circle;margin:0;padding:0 0 0 1em;text-align:left;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;color:rgb(63,63,63)\\\"><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>通达信数据提取</span></strong></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>Akshare库的使用</span></strong></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>Tushare接口分析</span></strong></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>Binance API的加密货币数据</span></strong></div></li></ul><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>通过本篇教程，您将学习如何通过Python脚本快速获取、清洗并分析这些不同的数据源。</span></p><h3 style=\\\"box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;text-align:left;line-height:1.2;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;padding-left:8px;color:rgb(63,63,63)\\\"><span>一、导言：为什么选择多个数据源？</span></h3><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>（1）量化交易策略依赖于多个市场的数据（如股票、期货、加密货币等）。</span></p><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>（2）多种数据源能提供不同市场和资产的全面视角，帮助做出更精准的交易决策。</span></p><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>（3）简要介绍每个数据源的特点（如时间范围、数据种类、更新频率等）。</span></p><h3 style=\\\"box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;text-align:left;line-height:1.2;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;padding-left:8px;color:rgb(63,63,63)\\\"><span>二、环境配置</span></h3><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>在开始之前，确保你已经安装了以下库：</span></p><ul style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);list-style:circle;margin:0;padding:0 0 0 1em;text-align:left;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;color:rgb(63,63,63)\\\"><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>akshare</span></strong></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>tushare</span></strong></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>binance</span></strong></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);\\\"><div><span>• </span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>requests（用于抓取数据）</span></strong></div></li></ul><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span>pip install akshare tushare binance requests pytdx</span></div></pre><h3 style=\\\"box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;text-align:left;line-height:1.2;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;padding-left:8px;color:rgb(63,63,63)\\\"><span>三、通达信数据提取</span></h3><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>通达信是一款常见的股市行情分析软件，支持通过接口获取数据。</span><span><br/></span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>🔔注意：</span></strong><span> 需要安装pytdx库，前文提到的：pip install pytdx。</span></p><blockquote style=\\\"box-sizing: border-box;border-width: 0px 0px 0px 4px;border-style: solid;border-color: rgb(229, 229, 229) rgb(229, 229, 229) rgb(229, 229, 229) rgb(0, 152, 116);margin: 0px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-style: normal;padding: 1em;border-radius: 6px;color: rgba(0, 0, 0, 0.5);background: rgb(247, 247, 247);\\\"><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:0;text-align:left;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:1em;display:block;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>此接口可以获取某只股票任意一个交易日的逐笔交易记录</span></p></blockquote><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>获取股票代码为000001在2025年4月10日的逐笔交易记录：</span></p><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>from</span></span><span> pytdx.hq </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>import</span></span><span> TdxHq_API</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>from</span></span><span> pytdx.params </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>import</span></span><span> TDXParams</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>import</span></span><span> pandas </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>as</span></span><span> pd</span><span><br/></span><span>api = TdxHq_API()</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>if</span></span><span> api.connect(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'139.159.239.163'</span></span><span>, </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>7709</span></span><span>):</span><span><br/></span><span>    df = api.get_transaction_data(TDXParams.MARKET_SZ, </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'000001'</span></span><span>, </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span>, </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>800</span></span><span>)</span><span><br/></span><span>df = api.to_df(df)</span><span><br/></span><span>df[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'time'</span></span><span>] = pd.to_datetime(df[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'time'</span></span><span>], </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>format</span></span><span>=</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'%H:%M'</span></span><span>).dt.time</span><span><br/></span><span>df_sorted = df.sort_values(by=</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'time'</span></span><span>)</span><span><br/></span><span>df_sorted </span></div></pre><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>得到结果：</span></p><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span>time    price    vol    num    buyorsell</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>17</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.92</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>28</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>17</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>17</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.92</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>16</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>17</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.92</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>15</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>17</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.91</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>70</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>17</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.92</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>94</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>7</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span><br/></span><span>...    ...    ...    ...    ...    ...</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>779</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>56</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.90</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>536</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>56</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>778</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>56</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.90</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>318</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>25</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>787</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>56</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.90</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>211</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>13</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>798</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>57</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.90</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>277</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>799</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>15</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10.90</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9369</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>354</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2</span></span></div></pre><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>通达信优缺点分析</span></strong><span><br/></span><span>• 优点：数据可靠、历史长。</span><span><br/></span><span>• 缺点：接口不够灵活，更新不够实时。</span></p><h3 style=\\\"box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;text-align:left;line-height:1.2;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;padding-left:8px;color:rgb(63,63,63)\\\"><span>四、Akshare：强大的金融数据接口</span></h3><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>Akshare提供了非常全面的金融数据接口，覆盖股票、期货、宏观经济等数据，但需要注意的是Akshare的本质是爬虫，</span><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>如果频繁抓取数据会触发站点的防爬虫机制</span></strong><span>。</span></p><span><br/></span><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span><img src=\\\":/8515017710fe48658e24e7688ad056ef\\\" type=\\\"image/png\\\" data-filename=\\\"640.png\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;\\\"/></span></p><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>import</span></span><span> akshare </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>as</span></span><span> ak</span><span><br/></span><span><br/></span><span>stock_zh_a_spot_em_df = ak.stock_zh_a_spot_em()</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(stock_zh_a_spot_em_df)</span></div></pre><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>结果：</span></p><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span> 序号      代码      名称    最新价    涨跌幅   涨跌额       成交量           成交额     振幅  \\\\</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>873726</span></span><span>    卓兆点胶  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>30.16</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>30.00</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>6.96</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>50928.0</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.533705e+08</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.08</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>838262</span></span><span>     太湖雪  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>32.51</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>29.99</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>7.50</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>78490.0</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2.356471e+08</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>34.03</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2</span></span><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>834765</span></span><span>     美之高  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>24.50</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>29.97</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5.65</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>85752.0</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.978955e+08</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>29.81</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3</span></span><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>832786</span></span><span>    骑士乳业  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14.96</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>29.97</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3.45</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>659215.0</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.593635e+08</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>37.45</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4</span></span><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>872351</span></span><span>    华光源海  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>32.35</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>29.97</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>7.46</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>152650.0</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4.558241e+08</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>19.04</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>... </span></span><span>   ...     ...     ...    ...    ...   ...       ...           ...    ...   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5703</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5704</span></span><span>  000018    神城A退    NaN    NaN   NaN       NaN           NaN    NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5704</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5705</span></span><span>  000015   PT中浩A    NaN    NaN   NaN       NaN           NaN    NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5705</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5706</span></span><span>  000013  *ST石化A    NaN    NaN   NaN       NaN           NaN    NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5706</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5707</span></span><span>  000005    ST星源    NaN    NaN   NaN       NaN           NaN    NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5707</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5708</span></span><span>  000003   PT金田A    NaN    NaN   NaN       NaN           NaN    NaN   </span><span><br/></span><span><br/></span><span>         最高  ...    量比    换手率  市盈率-动态   市净率           总市值          流通市值   涨速  \\\\</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>30.16</span></span><span>  ...  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2.60</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>21.89</span></span><span>  -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>90.26</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4.35</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2.475450e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>7.015746e+08</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>32.51</span></span><span>  ...  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3.83</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>32.72</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>61.61</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5.45</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.728386e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>7.798751e+08</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>24.50</span></span><span>  ...  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4.49</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>19.49</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>60.88</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5.12</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.705520e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.077934e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>14.96</span></span><span>  ...  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.79</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>60.20</span></span><span> -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>269.56</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4.10</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3.127433e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.638284e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>32.35</span></span><span>  ...  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.93</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>43.29</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>129.65</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>6.37</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2.847946e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.140675e+09</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>... </span></span><span>    ...  ...   ...    ...     ...   ...           ...           ...  ...   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5703</span></span><span>    NaN  ...   NaN   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     NaN   NaN           NaN           NaN  NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5704</span></span><span>    NaN  ...   NaN   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     NaN   NaN           NaN           NaN  NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5705</span></span><span>    NaN  ...   NaN   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     NaN   NaN           NaN           NaN  NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5706</span></span><span>    NaN  ...   NaN   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     NaN   NaN           NaN           NaN  NaN   </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5707</span></span><span>    NaN  ...   NaN   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     NaN   NaN           NaN           NaN  NaN   </span><span><br/></span><span><br/></span><span>      </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><span>分钟涨跌  </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>60</span></span><span>日涨跌幅  年初至今涨跌幅  </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span>       </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>39.76</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>45.14</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span>       </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>29.32</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>32.05</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2</span></span><span>       </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span>   -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.23</span></span><span>   -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>28.07</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3</span></span><span>       </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>122.29</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>113.11</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4</span></span><span>       </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.0</span></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>174.39</span></span><span>   </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>214.08</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>... </span></span><span>    ...     ...      ...  </span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5703</span></span><span>    NaN    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5704</span></span><span>    NaN    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5705</span></span><span>    NaN    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5706</span></span><span>    NaN    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5707</span></span><span>    NaN    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>     </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span><br/></span><span><br/></span><span>[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5708</span></span><span> rows x </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>23</span></span><span> columns]</span></div></pre><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>Akshare数据的优缺点分析</span></strong><span><br/></span><span>• 优点：数据全面，更新频繁。</span><span><br/></span><span>• 缺点：对于某些高频数据的支持不如Tushare。</span></p><h3 style=\\\"box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;text-align:left;line-height:1.2;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;padding-left:8px;color:rgb(63,63,63)\\\"><span>五、Tushare：金融数据平台的标配</span></h3><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>Tushare是中国金融领域非常常用的数据接口，支持A股、期货、外汇等多个市场的数据。</span><span> </span><span style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;color: rgb(87, 107, 149);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: left;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;float: none;display: inline !important;\\\"><span><br/></span></span></p><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;color: rgb(87, 107, 149);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: left;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;float: none;display: inline !important;\\\"><span>tushare接口官方网站</span></span></p><div style=\\\"text-align: center;\\\"><img src=\\\":/d781e046f4e142d1a76639e00ac5a6df\\\" type=\\\"image/png\\\" data-filename=\\\"640.png\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;\\\"/></div><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>接口使用：</span></p><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span>import tushare as ts</span><span><br/></span><span># 设置Tushare API Token</span><span><br/></span><span>ts.set_token(&quot;你的token&quot;)</span><span><br/></span><span>pro = ts.pro_api()</span><span><br/></span><span>df = pro.daily(ts_code='000001.SZ', start_date='20180701', end_date='20180718')</span><span><br/></span><span>df</span></div></pre><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>结果：</span></p><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span>ts_code    trade_date    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>open</span></span><span>    high    low    close    pre_close    change    pct_chg    vol    amount</span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180718</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.75</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.85</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.69</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.70</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.72</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.02</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.23</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>525152.77</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>460697.377</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180717</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.74</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.75</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.66</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.72</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.73</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.01</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.11</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>375356.33</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>326396.994</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180716</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.85</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.90</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.69</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.73</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.88</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.15</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1.69</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>689845.58</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>603427.713</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>3</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180713</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.92</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.94</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.82</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.88</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.88</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>603378.21</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>535401.175</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180712</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.60</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.97</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.58</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.88</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.64</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.24</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2.78</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1140492.31</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1008658.828</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180711</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.76</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.83</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.68</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.78</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.98</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.20</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2.23</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>851296.70</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>744765.824</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>6</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180710</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.02</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.02</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.89</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.98</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.03</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.05</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.55</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>896862.02</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>803038.965</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>7</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180709</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.69</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.03</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.68</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.03</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.66</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.37</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>4.27</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1409954.60</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1255007.609</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180706</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.61</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.78</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.45</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.66</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.60</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.06</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.70</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>988282.69</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>852071.526</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180705</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.62</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.73</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.55</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.60</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.61</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.01</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.12</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>835768.77</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>722169.579</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180704</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.63</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.75</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.61</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.61</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.67</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.06</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.69</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>711153.37</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>617278.559</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>11</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180703</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.69</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.70</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.45</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.67</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.61</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.06</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.70</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1274838.57</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1096657.033</span></span><span><br/></span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>12</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>000001.</span></span><span>SZ    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>20180702</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.05</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.05</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.55</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>8.61</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9.09</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.48</span></span><span>    -</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5.28</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1315520.13</span></span><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1158545.868</span></span><span><br/></span></div></pre><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);\\\"><span>Tushare数据的优缺点分析：</span></strong><span><br/></span><span>• 优点：稳定性高，覆盖数据广泛。</span><span><br/></span><span>• 缺点：需要注册并获取API密钥，实时数据更新较慢，某些接口调取需要充值。</span></p><h3 style=\\\"box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;text-align:left;line-height:1.2;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;padding-left:8px;color:rgb(63,63,63)\\\"><span>六、Binance：加密货币交易数据</span></h3><h3 style=\\\"box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;text-align:left;line-height:1.2;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;padding-left:8px;color:rgb(63,63,63)\\\"><span style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;float: none;display: inline !important;\\\"><span>1.从Binance API 获取交易所信息（https://api.binance.com/api/v3/exchangeInfo）。</span></span><br style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;\\\"/><span style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;float: none;display: inline !important;\\\"><span>2.解析返回的 JSON。</span></span><br style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;\\\"/><span style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;float: none;display: inline !important;\\\"><span>3.提取一些有用的信息，比如所有交易对（symbols）以及它们的交易资产。</span></span></h3></div><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:0;color:rgb(10,10,10);font-family:ui-sans-serif,system-ui,sans-serif,&quot;Apple Color Emoji&quot;,&quot;Segoe UI Emoji&quot;,&quot;Segoe UI Symbol&quot;,&quot;Noto Color Emoji&quot;;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;font-size:0;line-height:0\\\"><span> </span></p><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:0;color:rgb(10,10,10);font-family:ui-sans-serif,system-ui,sans-serif,&quot;Apple Color Emoji&quot;,&quot;Segoe UI Emoji&quot;,&quot;Segoe UI Symbol&quot;,&quot;Noto Color Emoji&quot;;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;font-size:0;line-height:0\\\"><span> </span></p><div style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(10, 10, 10);font-size: 14px;font-variant-ligatures: normal;orphans: 2;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\\\"><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, &quot;Liberation Mono&quot;, &quot;Courier New&quot;, monospace;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>import</span></span><span> requests</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>import</span></span><span> json</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>from</span></span><span> datetime </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>import</span></span><span> datetime</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>def</span></span><span> </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(210, 168, 255);\\\"><span>fetch_exchange_info</span></span><span>():</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    url = </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>&quot;https://api.binance.com/api/v3/exchangeInfo&quot;</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    response = requests.get(url)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    data = response.json()</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(139, 148, 158);\\\"><span># 打印服务器时间（UTC）</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    server_time = datetime.utcfromtimestamp(data[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'serverTime'</span></span><span>] / </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1000</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>&quot;🌐 服务器时间（UTC）:&quot;</span></span><span>, server_time)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(139, 148, 158);\\\"><span># 打印速率限制信息</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>&quot;\\\\\n🚦 速率限制:&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>for</span></span><span> limit </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>in</span></span><span> data[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'rateLimits'</span></span><span>]:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>f&quot; - 类型: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{limit[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'rateLimitType'</span></span><span>]}</span></span><span>, 周期: 每</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{limit[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'intervalNum'</span></span><span>]}</span></span><span> </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{limit[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'interval'</span></span><span>]}</span></span><span>, 限制: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{limit[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'limit'</span></span><span>]}</span></span><span> 次&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(139, 148, 158);\\\"><span># 处理部分 symbol 示例（前 5 个）</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>&quot;\\\\\n📈 前5个交易对详情:&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>for</span></span><span> symbol </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>in</span></span><span> data[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'symbols'</span></span><span>][:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><span>]:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>f&quot;\\\\\n🔹 交易对: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{symbol[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'symbol'</span></span><span>]}</span></span><span>&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>f&quot;   状态: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{symbol[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'status'</span></span><span>]}</span></span><span>&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>f&quot;   基础资产: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{symbol[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'baseAsset'</span></span><span>]}</span></span><span>，报价资产: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{symbol[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'quoteAsset'</span></span><span>]}</span></span><span>&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>f&quot;   支持订单类型: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>', '</span></span><span>.join(symbol[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'orderTypes'</span></span><span>])}</span></span><span>&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(139, 148, 158);\\\"><span># 处理 filters 信息（例如 PRICE_FILTER 和 LOT_SIZE）</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>for</span></span><span> f </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>in</span></span><span> symbol[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'filters'</span></span><span>]:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>            </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>if</span></span><span> f[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'filterType'</span></span><span>] </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>in</span></span><span> [</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'PRICE_FILTER'</span></span><span>, </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'LOT_SIZE'</span></span><span>, </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'NOTIONAL'</span></span><span>]:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>                </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>f&quot;   📏 </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{f[</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'filterType'</span></span><span>]}</span></span><span>:&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>                </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>for</span></span><span> k, v </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>in</span></span><span> f.items():</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>                    </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>if</span></span><span> k != </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>'filterType'</span></span><span>:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>                        </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 166, 87);\\\"><span>print</span></span><span>(</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>f&quot;     - </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{k}</span></span><span>: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(201, 209, 217);\\\"><span>{v}</span></span><span>&quot;</span></span><span>)</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(255, 123, 114);\\\"><span>if</span></span><span> __name__ == </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(165, 214, 255);\\\"><span>&quot;__main__&quot;</span></span><span>:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    fetch_exchange_info()</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>    </span></div></pre><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;text-align:justify;line-height:1.75;font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;letter-spacing:0.1em;color:rgb(63,63,63)\\\"><span>结果输出：</span></p><pre style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-feature-settings: normal;font-variation-settings: normal;font-size: 14px;margin: 10px 8px;color: rgb(201, 209, 217);background: rgb(13, 17, 23);text-align: left;line-height: 1.5;overflow-x: auto;border-radius: 8px;padding: 0px !important;\\\"><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);display: flex;padding: 10px 14px 0px;\\\"><span><span></span><span></span><span></span></span></span><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span>🌐 服务器时间（UTC）: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>2025</span></span><span>-04-</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>11</span></span><span> </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>00</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>59</span></span><span>:</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>09.797000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>🚦 速率限制:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span> - 类型: REQUEST_WEIGHT, 周期: 每</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span> MINUTE, 限制: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>6000</span></span><span> 次</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span> - 类型: ORDERS, 周期: 每</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>10</span></span><span> SECOND, 限制: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100</span></span><span> 次</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span> - 类型: ORDERS, 周期: 每</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1</span></span><span> DAY, 限制: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>200000</span></span><span> 次</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span> - 类型: RAW_REQUESTS, 周期: 每</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><span> MINUTE, 限制: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>61000</span></span><span> 次</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>📈 前</span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><span>个交易对详情:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>🔹 交易对: ETHBTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   状态: TRADING</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   基础资产: ETH，报价资产: BTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   支持订单类型: LIMIT, LIMIT_MAKER, MARKET, STOP_LOSS, STOP_LOSS_LIMIT, TAKE_PROFIT, TAKE_PROFIT_LIMIT</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 PRICE_FILTER:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00001000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>922327.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - tickSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00001000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 LOT_SIZE:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00010000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - stepSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00010000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 NOTIONAL:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00010000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMinToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>True</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9000000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMaxToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>False</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - avgPriceMins: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>🔹 交易对: LTCBTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   状态: TRADING</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   基础资产: LTC，报价资产: BTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   支持订单类型: LIMIT, LIMIT_MAKER, MARKET, STOP_LOSS, STOP_LOSS_LIMIT, TAKE_PROFIT, TAKE_PROFIT_LIMIT</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 PRICE_FILTER:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000100</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - tickSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000100</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 LOT_SIZE:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00100000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - stepSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00100000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 NOTIONAL:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00010000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMinToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>True</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9000000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMaxToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>False</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - avgPriceMins: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>🔹 交易对: BNBBTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   状态: TRADING</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   基础资产: BNB，报价资产: BTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   支持订单类型: LIMIT, LIMIT_MAKER, MARKET, STOP_LOSS, STOP_LOSS_LIMIT, TAKE_PROFIT, TAKE_PROFIT_LIMIT</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 PRICE_FILTER:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000100</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - tickSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000100</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 LOT_SIZE:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00100000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - stepSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00100000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 NOTIONAL:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00010000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMinToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>True</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9000000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMaxToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>False</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - avgPriceMins: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>🔹 交易对: NEOBTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   状态: TRADING</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   基础资产: NEO，报价资产: BTC</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   支持订单类型: LIMIT, LIMIT_MAKER, MARKET, STOP_LOSS, STOP_LOSS_LIMIT, TAKE_PROFIT, TAKE_PROFIT_LIMIT</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 PRICE_FILTER:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000010</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - tickSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000010</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 LOT_SIZE:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.01000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>100000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - stepSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.01000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 NOTIONAL:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00010000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMinToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>True</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9000000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMaxToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>False</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - avgPriceMins: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>🔹 交易对: QTUMETH</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   状态: TRADING</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   基础资产: QTUM，报价资产: ETH</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   支持订单类型: LIMIT, LIMIT_MAKER, MARKET, STOP_LOSS, STOP_LOSS_LIMIT, TAKE_PROFIT, TAKE_PROFIT_LIMIT</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 PRICE_FILTER:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000100</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxPrice: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>1000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - tickSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00000100</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 LOT_SIZE:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.10000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxQty: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>90000000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - stepSize: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.10000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>   📏 NOTIONAL:</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - minNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>0.00100000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMinToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>True</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - maxNotional: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>9000000.00000000</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - applyMaxToMarket: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>False</span></span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>     - avgPriceMins: </span><span style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(121, 192, 255);\\\"><span>5</span></span></div></pre></div><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:0;color:rgb(10,10,10);font-family:ui-sans-serif,system-ui,sans-serif,&quot;Apple Color Emoji&quot;,&quot;Segoe UI Emoji&quot;,&quot;Segoe UI Symbol&quot;,&quot;Noto Color Emoji&quot;;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;font-size:0;line-height:0\\\"><span> </span></p><div><strong style=\\\"font-style: normal;font-variant-caps: normal;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: inherit;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;color: rgb(0, 152, 116);\\\"><span>Binance数据的优缺点分析</span></strong><br style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;\\\"/><span style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;float: none;display: inline !important;\\\"><span>• 优点：加密货币交易数据丰富，更新频繁。</span></span><br style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;\\\"/><span style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;text-indent: 0px;text-transform: none;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;color: rgb(10, 10, 10);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;letter-spacing: 1.4px;orphans: 2;text-align: justify;widows: 2;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;float: none;display: inline !important;\\\"><span>• 缺点：数据在不同时间周期上的差异较大，需要具备处理json格式数据的能力。</span></span></div><h3 style=\\\"font-style:normal;font-variant-caps:normal;letter-spacing:normal;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-variant-ligatures:normal;orphans:2;text-align:left;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;line-height:1.2;padding-left:8px\\\"><span>七、综合比较：如何选择数据源</span></h3><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;text-align:justify;line-height:1.75;letter-spacing:0.1em\\\"><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold; ; ; ; ; ; ;\\\"><span>数据种类</span></strong></p><ul style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);list-style:circle;margin:0;padding:0 0 0 1em;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;text-align:left;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;line-height:1.75\\\"><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• 股票数据：Akshare、Tushare、通达信</span></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• 加密货币：binance</span></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• 美股数据：Akshare</span></div></li></ul><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;text-align:justify;line-height:1.75;letter-spacing:0.1em\\\"><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold; ; ; ; ; ; ;\\\"><span>实时性</span></strong></p><ul style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);list-style:circle;margin:0;padding:0 0 0 1em;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;text-align:left;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;line-height:1.75\\\"><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• binance、Akshare实时更新</span></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• Tushare：闭市后更新</span></div></li></ul><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;text-align:justify;line-height:1.75;letter-spacing:0.1em\\\"><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold; ; ; ; ; ; ;\\\"><span>易用性、灵活性</span></strong></p><ul style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);list-style:circle;margin:0;padding:0 0 0 1em;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;text-align:left;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;line-height:1.75\\\"><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• Akshare免费、接口灵活</span></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• Tushare需要积分</span></div></li></ul><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;text-align:justify;line-height:1.75;letter-spacing:0.1em\\\"><strong style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);font-weight: bold; ; ; ; ; ; ;\\\"><span>稳定性</span></strong></p><ul style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);list-style:circle;margin:0;padding:0 0 0 1em;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;text-align:left;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;line-height:1.75\\\"><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• Tushare数据稳定性较高，适合高频量化</span></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• Akshare高频会触发反爬虫机制</span></div></li><li style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229); ; ; ; ; ; ; ; ; ;\\\"><div><span>• Binance不支持香港、美国、中国大陆IP地址，使用时需要考虑服务器IP</span></div></li></ul><h3 style=\\\"font-style:normal;font-variant-caps:normal;letter-spacing:normal;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0 0 0 3px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:15.4px;font-weight:bold;margin:2em 8px 0.75em 0;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-variant-ligatures:normal;orphans:2;text-align:left;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;line-height:1.2;padding-left:8px\\\"><span>八、结论与实践建议</span></h3><blockquote style=\\\"font-style: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration: none;box-sizing: border-box;border-width: 0px 0px 0px 4px;border-style: solid;border-color: rgb(229, 229, 229) rgb(229, 229, 229) rgb(229, 229, 229) rgb(0, 152, 116);margin: 0px;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;font-variant-ligatures: normal;orphans: 2;text-align: left;widows: 2;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;line-height: 1.75;padding: 1em;border-radius: 6px;color: rgba(0, 0, 0, 0.5);background: repeat rgb(247, 247, 247);\\\"><p style=\\\"box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:0\\\"><span>1.实践中的注意事项：考虑程序健壮性，处理数据延迟和返回空值时不影响整个系统；考虑结合多个数据源抓取数据。</span><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><br style=\\\"box-sizing: border-box;border-width: 0px;border-style: solid;border-color: rgb(229, 229, 229);\\\"/><span>2.使用python与机器学习/深度学习相结合，提升量化策略效果。</span></p></blockquote><h1 style=\\\"font-style:normal;font-variant-caps:normal;letter-spacing:normal;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0 0 2px;border-style:solid;border-color:rgb(229,229,229) rgb(229,229,229) rgb(0,152,116);font-size:16.8px;font-weight:bold;margin:2em auto 1em;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;text-align:center;line-height:1.75;display:table;padding:0 1em\\\"><span>结尾</span></h1><p style=\\\"font-style:normal;font-variant-caps:normal;font-weight:400;text-indent:0;text-transform:none;white-space:normal;word-spacing:0;-webkit-text-stroke-width:0;text-decoration:none;box-sizing:border-box;border-width:0;border-style:solid;border-color:rgb(229,229,229);margin:1.5em 8px;color:rgb(10,10,10);font-family:-apple-system-font,BlinkMacSystemFont,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Hiragino Sans GB&quot;,&quot;Microsoft YaHei UI&quot;,&quot;Microsoft YaHei&quot;,Arial,sans-serif;font-size:14px;font-variant-ligatures:normal;orphans:2;widows:2;background-color:rgb(255,255,255);text-decoration-thickness:initial;text-decoration-style:initial;text-decoration-color:initial;text-align:justify;line-height:1.75;letter-spacing:0.1em\\\"><span>希望本文能够帮助你更好地理解如何使用Python进行量化交易数据提取。如果你有任何问题或想进一步探讨，请留言或关注我的微信公众号，我们可以一起讨论更多量化交易的实战技巧。</span></p><div><span></span></div><div><span></span></div><div><span><br/></span></div><p style=\\\"margin:0\\\"><span><br/></span></p></div></div></div></div></div></span>\\\n</div></body></html>\\u0000\"]],\"start1\":0,\"start2\":0,\"length1\":0,\"length2\":186156}]"
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