8/27/2023 0 Comments Web scraping softwareIt is basically an application framework for writing web spiders that crawl web sites and extract data from them. It can be used for a wide range of purposes, from data mining to monitoring and automated testing. Written in Python language, Scrapy is a fast high-level web crawling & scraping framework for Python. Scrapy is an open-source and collaborative framework for extracting the data a user needs from websites. Requests officially support Python 2.7 & 3.4–3.7 and runs on PyPy. There are a number of feature support such as browser-style SSL verification, automatic decompression, automatic content decoding, HTTP(S) proxy support and much more. It allows the user to send HTTP/1.1 requests and there is no need to manually add query strings to your URLs, or to form-encode your POST data. Python Requests is the only Non-GMO HTTP library for Python language. However, this tool became unmaintained for several years as it didn’t support Python 3. MechanicalSoup provides a similar API, built on Python giants Requests (for HTTP sessions) and BeautifulSoup (for document navigation). This library automatically stores and sends cookies, follows redirects and can follow links and submit forms. MechanicalSoup is a Python library for automating interaction with websites. It is unique in the case that it combines the speed and XML feature of these libraries with the simplicity of a native Python API and is mostly compatible but superior to the well-known ElementTree_API. It is recognised as one of the feature-rich and easy-to-use libraries for processing XML and HTML in Python language. The lxml is a Python tool for C libraries libxml2 and libxslt. $ apt-get install python3-bs4 (for Python 3) 2| LXML $ apt-get install python-bs4 (for Python 2) Installation: If you’re using a recent version of Debian or Ubuntu Linux, you can install Beautiful Soup with the system package manager: This tool automatically converts incoming documents to Unicode and outgoing documents to UTF-8. This library provides simple methods and Pythonic idioms for navigating, searching, and modifying a parse tree. It is mainly designed for projects like screen-scraping. (The list is in alphabetical order) 1| Beautiful Soupīeautiful Soup is a Python library for pulling data out of HTML and XML files. In this article, we list down the top seven web scraping frameworks in Python. Web scraping helps in converting unstructured data into a structured one which can be further used for extracting insights. Data is an important asset in an organisation and web scraping allows efficient extraction of this asset from various web sources.
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