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16 best Python Web Scraping libraries in 2022

by naveen.kumar@openweaver.com Updated: Mar 30, 2022

The internet is full of web pages, with more created every minute. There are many ways to get data from those web pages. You can use a web browser and copy-paste the data, or you can write a script to automate the process. The latter is called web scraping and is used by many companies for their business processes. There are a lot of ways to do web scraping using Python. Depending on the purpose of your web scraping task, you can use different tools and methods. Of course, there is no best Python package for web scraping but only the most suitable one for you. In this kit, we will check the best Python Web Scraping libraries in 2022 and the unique features that make them the best choice for a particular task of web scraping. from a simple P2P transfer to creating smart contracts like Scrapy- a fast high-level web crawling & scraping framework for Python; you-get - Dumb downloader that scrapes the web; requests-html - Pythonic HTML Parsing for Humans™. Check out the list of free, open-source Python Web Scraping libraries to help you with your projects.

scrapyby scrapy

Python star image 42899 Version:1.8.2

License: Others (Non-SPDX)

Scrapy, a fast high-level web crawling & scraping framework for Python.

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scrapyby scrapy

Python star image 42899 Version:1.8.2 License: Others (Non-SPDX)

Scrapy, a fast high-level web crawling & scraping framework for Python.
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you-getby soimort

Python star image 41643 Version:v0.4.1545

License: Others (Non-SPDX)

:arrow_double_down: Dumb downloader that scrapes the web

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you-getby soimort

Python star image 41643 Version:v0.4.1545 License: Others (Non-SPDX)

:arrow_double_down: Dumb downloader that scrapes the web
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requests-htmlby psf

Python star image 12251 Version:v0.10.0

License: Permissive (MIT)

Pythonic HTML Parsing for Humans™

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requests-htmlby psf

Python star image 12251 Version:v0.10.0 License: Permissive (MIT)

Pythonic HTML Parsing for Humans™
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newspaperby codelucas

Python star image 11277 Version:0.0.9

License: Others (Non-SPDX)

News, full-text, and article metadata extraction in Python 3. Advanced docs:

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newspaperby codelucas

Python star image 11277 Version:0.0.9 License: Others (Non-SPDX)

News, full-text, and article metadata extraction in Python 3. Advanced docs:
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portiaby scrapinghub

Python star image 8200 Version:slybot_0.10

License: Others (Non-SPDX)

Visual scraping for Scrapy

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portiaby scrapinghub

Python star image 8200 Version:slybot_0.10 License: Others (Non-SPDX)

Visual scraping for Scrapy
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patternby clips

Python star image 7951 Version:Current

License: Permissive (BSD-3-Clause)

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

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patternby clips

Python star image 7951 Version:Current License: Permissive (BSD-3-Clause)

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
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autoscraperby alirezamika

Python star image 3565 Version:v1.1.12

License: Permissive (MIT)

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

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autoscraperby alirezamika

Python star image 3565 Version:v1.1.12 License: Permissive (MIT)

A Smart, Automatic, Fast and Lightweight Web Scraper for Python
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tweets_analyzerby x0rz

Python star image 2717 Version:v0.2

License: Strong Copyleft (GPL-3.0)

Tweets metadata scraper & activity analyzer

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tweets_analyzerby x0rz

Python star image 2717 Version:v0.2 License: Strong Copyleft (GPL-3.0)

Tweets metadata scraper & activity analyzer
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grabby lorien

Python star image 2091 Version:v0.6.40

License: Permissive (MIT)

Web Scraping Framework

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grabby lorien

Python star image 2091 Version:v0.6.40 License: Permissive (MIT)

Web Scraping Framework
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ruiaby howie6879

Python star image 1506 Version:v0.8.0

License: Permissive (Apache-2.0)

Async Python 3.6+ web scraping micro-framework based on asyncio

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ruiaby howie6879

Python star image 1506 Version:v0.8.0 License: Permissive (Apache-2.0)

Async Python 3.6+ web scraping micro-framework based on asyncio
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gdomby syrusakbary

Python star image 1215 Version:Current

License: Others (Non-SPDX)

DOM Traversing and Scraping using GraphQL

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gdomby syrusakbary

Python star image 1215 Version:Current License: Others (Non-SPDX)

DOM Traversing and Scraping using GraphQL
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scrapy-clusterby istresearch

Python star image 956 Version:v1.2.1

License: Permissive (MIT)

This Scrapy project uses Redis and Kafka to create a distributed on demand scraping cluster.

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scrapy-clusterby istresearch

Python star image 956 Version:v1.2.1 License: Permissive (MIT)

This Scrapy project uses Redis and Kafka to create a distributed on demand scraping cluster.
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openstates-scrapersby openstates

Python star image 727 Version:Current

License: Strong Copyleft (GPL-3.0)

source for Open States scrapers

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openstates-scrapersby openstates

Python star image 727 Version:Current License: Strong Copyleft (GPL-3.0)

source for Open States scrapers
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gazpachoby maxhumber

Python star image 569 Version:v1.1

License: Permissive (MIT)

🥫 The simple, fast, and modern web scraping library

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gazpachoby maxhumber

Python star image 569 Version:v1.1 License: Permissive (MIT)

🥫 The simple, fast, and modern web scraping library
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Startech-website-crawling-using-Scrapyby arifkhan-silicornya

Python star image 0 Version:Current

License: Permissive (MIT)

This is web crawling project using Scrapy framework.

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Startech-website-crawling-using-Scrapyby arifkhan-silicornya

Python star image 0 Version:Current License: Permissive (MIT)

This is web crawling project using Scrapy framework.
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greendreamsby en-arnob

Python star image 0 Version:Current

License: No License (null)

GreenDreams is a plant selling e-commerce web application built with Python/Django

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greendreamsby en-arnob

Python star image 0 Version:Current License: No License

GreenDreams is a plant selling e-commerce web application built with Python/Django
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