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<html lang="zh"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1"><meta><title>憩程</title><meta property="og:type" content="blog"><meta property="og:title" content="憩程"><meta property="og:url" content="http://yoursite.com/"><meta property="og:site_name" content="憩程"><meta property="og:locale" content="zh_CN"><meta property="og:image" content="http://yoursite.com/img/og_image.png"><meta property="article:author" content="qcbegin"><meta property="twitter:card" content="summary"><meta property="twitter:image" content="/img/og_image.png"><script type="application/ld+json">{"@context":"https://schema.org","@type":"BlogPosting","mainEntityOfPage":{"@type":"WebPage","@id":"http://yoursite.com"},"headline":"憩程","image":["http://yoursite.com/img/og_image.png"],"author":{"@type":"Person","name":"qcbegin"},"description":""}</script><link rel="icon" href="/img/qcbegin_favicon.svg"><link rel="stylesheet" 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class="content">本文为Datawhale8月组队学习——动手学数据分析课程的系列学习笔记(2)，主要介绍了数据的清洗（缺失值/重复值）以及数据特征的处理——连续型数据的离散化（数据分箱）以及类别数据的几种编码方式。</div><a class="article-more button is-small size-small" href="/2020/08/21/Data-Analysis-ch2-note/#more">阅读更多</a></article></div><div class="card"><article class="card-content article" role="article"><div class="article-meta size-small is-uppercase level is-mobile"><div class="level-left"><span class="level-item"><time dateTime="2020-08-20T04:17:31.000Z" title="2020-08-20T04:17:31.000Z">2020-08-20</time>发表</span><span class="level-item"><time dateTime="2020-08-26T03:04:58.082Z" title="2020-08-26T03:04:58.082Z">2020-08-26</time>更新</span><span class="level-item">24 分钟读完 (大约3655个字)</span></div></div><h1 class="title is-3 is-size-4-mobile"><a class="link-muted" href="/2020/08/20/Data-Analysis-ch1-note/">动手学数据分析（1）——数据加载与探索性分析（EDA）</a></h1><div 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