How to Parse XML
In this article, we'll explain about XML parsing. We'll start by defining XML files, their format and how to navigate them for data extraction.
XPath and CSS selectors are both used to parse HTML when web scraping. Both of these are small path languages that perform the same function. So, what's the difference?
Generally, CSS selectors are more brief and popular as it's the same language used to apply styles in web development. However, XPath selectors are more powerful though a bit more complex.
In particular, XPath offers these 3 advantages over CSS selectors:
When web scraping, it's best to mix both to take advantage of the strengths of these two different tools. For example, let's take a look at this example page and how CSS and XPath selectors can be used to their strengths:
<div class="product">
<div class="price">
<div data-price="22.84">$22.84</div>
</div>
<div>
<div>Company Name inc.</div>
<div>
<div>website: <a href="http://example.com">example.com</a></div>
</div>
</div>
</div>
To extract the price we can use a simple CSS selector:
.product>.price::attr(data-price)
However, CSS selectors cannot find elements by their text value or navigate up the HTML tree. So, to select Company Name inc.
we'd have better luck with XPath:
//div[contains(text(),'website:')]/../../div[1]/text()
In the example above we're finding a div
element that contains text website:
, then select its grandparent and the first div
child which is the name of the company!
To summarize XPath vs CSS selectors - both are great tools for parsing HTML though CSS selectors are briefer and easier to use while XPath is more powerful but more verbose and complex. Luckily, most programming languages support both and when web scraping we're best to mix these two technologies!
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