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Description
Beautiful Soup is a powerful library designed for the straightforward extraction of data from web pages. It operates on top of an HTML or XML parser, offering Pythonic conventions for traversing, searching, and altering the parse tree. Support for Python 2 was officially ended on December 31, 2020, precisely one year after Python 2 reached its end of life. Consequently, all new developments for Beautiful Soup will now be exclusively focused on Python 3. The last version of Beautiful Soup 4 that provided support for Python 2 was 4.9.3. Additionally, Beautiful Soup is distributed under the MIT license, allowing users to easily download the tarball, incorporate the bs4/ directory into nearly any Python project or library path, and begin utilizing its capabilities right away. This accessibility ensures that developers can quickly integrate web scraping functionalities into their applications without significant barriers.
Description
ggplot2 is a framework for creating graphics in a declarative manner, drawing on the principles outlined in The Grammar of Graphics. Users supply their data and specify how to map variables to aesthetics and which graphical elements to employ, while ggplot2 manages the intricate details. Having been around for over a decade, ggplot2 is utilized by hundreds of thousands of individuals, resulting in the creation of millions of plots. This extensive usage typically means that ggplot2 itself remains relatively stable over time. When updates do occur, they are primarily aimed at introducing new functions or parameters rather than altering the functionality of pre-existing ones; any modifications to current behaviors are made only when absolutely necessary. For those who are just beginning their journey with ggplot2, it is advisable to seek out a structured introduction instead of attempting to learn by perusing isolated documentation pages, as this approach will provide a more comprehensive understanding of the system. Engaging with tutorials and resources designed for beginners can significantly enhance your learning experience.
API Access
Has API
API Access
Has API
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
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iPhone App
iPad App
Android App
Windows
Mac
Linux
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Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Beautiful Soup
Website
pypi.org/project/beautifulsoup4/
Vendor Details
Company Name
ggplot2
Website
ggplot2.tidyverse.org
Product Features
Product Features
Data Visualization
Analytics
Content Management
Dashboard Creation
Filtered Views
OLAP
Relational Display
Simulation Models
Visual Discovery