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Parsing a JSON file from HTML into Python using BeautifulSoup involves a combination of web scraping and JSON parsing. BeautifulSoup is a Python library that is commonly used for web scraping, and it can be coupled with Python's built-in json module to handle JSON data. In this tutorial, we'll walk through the steps to parse a JSON file embedded in an HTML document using BeautifulSoup.
Python installed: Make sure you have Python installed on your machine. You can download it from python.org.
Install required libraries:
You need to fetch the HTML content from the web page. This can be done using various methods, such as the requests library or by reading a local HTML file. For this example, let's assume the HTML content is in a local file.
Replace 'example.html' with the path to your HTML file.
Use BeautifulSoup to find the HTML element containing the JSON data. This step depends on the specific structure of the HTML document.
This assumes that the JSON data is embedded within a script tag with the attribute type="application/ld+json". Adjust this according to your HTML structure.
This code checks if the JSON element is found. If found, it extracts the content and uses json.loads() to parse it into a Python object. Adjust the json_element.contents[0] part based on the structure of your HTML.
Remember to replace 'example.html' with the path to your HTML file, and adjust the code according to the specific structure of your HTML document.
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