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<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>web_scraping</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<style type="text/css">
/*!
*
* Twitter Bootstrap
*
*//*! normalize.css v3.0.2 | MIT License | git.io/normalize */html{font-family:sans-serif;-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%;font-size:10px;-webkit-tap-highlight-color:transparent}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,optgroup,strong{font-weight:700}dfn{font-style:italic}h1{font-size:2em;margin:.67em 0}mark{background:#ff0;color:#000}small{font-size:80%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0;vertical-align:middle}svg:not(:root){overflow:hidden}hr{-moz-box-sizing:content-box;box-sizing:content-box;height:0}pre,textarea{overflow:auto}code,kbd,pre,samp{font-size:1em}button,input,optgroup,select,textarea{color:inherit;font:inherit;margin:0}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{border:0;padding:0}input{line-height:normal}input[type=checkbox],input[type=radio]{box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}table{border-collapse:collapse;border-spacing:0}td,th{padding:0}/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */@media print{*,:after,:before{background:0 0!important;color:#000!important;box-shadow:none!important;text-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href)")"}abbr[title]:after{content:" (" attr(title)")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}select{background:#fff!important}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons Halflings';src:url(../components/bootstrap/fonts/glyphicons-halflings-regular.eot);src:url(../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix)format('embedded-opentype'),url(../components/bootstrap/fonts/glyphicons-halflings-regular.woff2)format('woff2'),url(../components/bootstrap/fonts/glyphicons-halflings-regular.woff)format('woff'),url(../components/bootstrap/fonts/glyphicons-halflings-regular.ttf)format('truetype'),url(../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular)format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons 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<h1 id="Web-Scraping">Web Scraping<a class="anchor-link" href="#Web-Scraping">¶</a></h1><p>The process of retrieving data or content from a web page is called web scraping. This is probably more appropriately called screen scraping. This lesson will identify major concepts within web page design, content retrieval, and web scraping best practices and tools.</p>
<p>Adapted from <strong>Rebecca Weiss's</strong> <a href="http://rjweiss.github.io/VAM-Python/VAM.html">VAM tutorial</a> by Mark Stacy</p>
<h2 id="Topics">Topics<a class="anchor-link" href="#Topics">¶</a></h2><ol>
<li><a href="#Analyze-Web-Pages">Analyze web page</a><ol>
<li>HTML HyperText Markup Language</li>
<li>Web Borwser Tools</li>
</ol>
</li>
<li><a href="#Python-libraries:-BeautifulSoup,-lxml,-and-Pandas">Python Web Scraping Tools</a><ol>
<li>Bueatiful Soup</li>
<li>Lxml</li>
<li>Pandas</li>
</ol>
</li>
<li><a href="#Beautiful-Soup">Beautiful Soup Example</a> </li>
<li><a href="#Pandas-Quick-Example">Pandas Example</a></li>
<li><a href="#Web-Scraping-Best-Practices">Web Scraping Best Practices</a></li>
</ol>
<h2 id="Lesson">Lesson<a class="anchor-link" href="#Lesson">¶</a></h2><p>This lesson will scrape the political party platform from <a href="'http://www.presidency.ucsb.edu/platforms.php'">American Presidency Project</a>. The main page contains links for each politcal party platform organized by party and year. The main objective is to retrieve the appropriate platform links and download the text of each platform and save the content to a file.</p>
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<div class=" highlight hl-ipython3"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">HTML</span>
<span class="n">presidency_platforms_url</span> <span class="o">=</span> <span class="s">'http://www.presidency.ucsb.edu/platforms.php'</span>
<span class="n">HTML</span><span class="p">(</span><span class="s">"<iframe src="</span> <span class="o">+</span> <span class="n">presidency_platforms_url</span> <span class="o">+</span> <span class="s">" width=100% height=400px></iframe>"</span><span class="p">)</span>
</pre></div>
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<div class="output_area"><div class="prompt output_prompt">Out[1]:</div>
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<iframe src=http://www.presidency.ucsb.edu/platforms.php width=100% height=400px></iframe>
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<h2 id="Analyze-Web-Pages">Analyze Web Pages<a class="anchor-link" href="#Analyze-Web-Pages">¶</a></h2><p>Investigating how the page is setup will determine which tool will be most appropriate. Determine location of content and the HTML structure that encapsulates the content.</p>
<h3 id="Web-Browser-Tools">Web Browser Tools<a class="anchor-link" href="#Web-Browser-Tools">¶</a></h3><p>Most modern browser comes with tools to inverstigate page.</p>
<ul>
<li>Chrome, Inspect Element</li>
<li>Firefox, Inspect Element</li>
<li>Internet Explore</li>
</ul>
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<h3 id="HTML---HyperText-Markup-Language">HTML - HyperText Markup Language<a class="anchor-link" href="#HTML---HyperText-Markup-Language">¶</a></h3><p>HyperText Markup Language, commonly referred to as HTML, is the standard markup language used to create web pages.</p>
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<div class=" highlight hl-ipython3"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">Image</span>
<span class="n">Image</span><span class="p">(</span><span class="s">'http://www.openbookproject.net/tutorials/getdown/css/images/lesson4/HTMLDOMTree.png'</span><span class="p">)</span>
</pre></div>
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