Knowledge Base

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====== Python Libraries ======

Some useful Python libraries.

===== Beautiful Soup - web scraping =====

> A library that makes it easy to scrape information from web pages. It sits atop an HTML or XML parser, providing Pythonic idioms for iterating, searching, and modifying the parse tree. -- PyPI

https://www.crummy.com/software/BeautifulSoup/bs4/

https://pypi.org/project/beautifulsoup4/

===== Faker - fake data =====

> A Python package that generates fake data for you. Whether you need to bootstrap your database, create good-looking XML documents, fill-in your persistence to stress test it, or anonymize data taken from a production service, Faker is for you. -- PyPI

https://github.com/joke2k/faker

https://pypi.org/project/Faker/

===== FastAPI - web development and API =====

> A modern, fast (high-performance), web framework for building APIs with Python based on standard Python type hints. -- PyPI

https://fastapi.tiangolo.com/

https://pypi.org/project/fastapi/

===== Folium - maps =====

> Builds on the data wrangling strengths of the Python ecosystem and the mapping strengths of the Leaflet.js library. Manipulate your data in Python, then visualize it in a Leaflet map via folium. -- PyPI

https://github.com/python-visualization/folium

https://pypi.org/project/folium/

===== Matplotlib - data visualization =====

> A comprehensive library for creating static, animated, and interactive visualizations in Python. -- PyPI

https://matplotlib.org/

https://pypi.org/project/matplotlib/

===== Pandas - data manipulation =====

> A Python package that provides fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive. -- PyPI

https://pandas.pydata.org/

https://pypi.org/project/pandas/

===== Requests - HTTP =====

> A simple, yet elegant, HTTP library. -- PyPI

https://requests.readthedocs.io/

https://pypi.org/project/requests/

===== Rich - terminal styling =====

> A Python library for rich text and beautiful formatting in the terminal. -- PyPI

https://github.com/Textualize/rich

https://rich.readthedocs.io/en/latest/

https://pypi.org/project/rich/

===== Seaborn - statistical data visualization =====

> A Python visualization library based on matplotlib. It provides a high-level interface for drawing attractive statistical graphics. -- PyPI

https://seaborn.pydata.org/

https://pypi.org/project/seaborn/

{{tag>python}}